profile
Dr. Vijay Kumar
Assistant ProfessorDr. Vijay Kumar is Assistant Professor in Computer Science and Engineering Department, NIT Hamirpur. He received his Ph.D. degree from NIT Kuruksherta. Previously, he received M.Tech. and B.Tech. degrees from GJUS&T, Hisar and M.M. Engineering College, Mullana, respectively. He has 4 years of teaching and research experience in the Thapar Institute of Engineering & Technology, Patiala. Prior, he has 8 years of teaching experience in various reputed institutes. He is working on 2 DST SERB and 1 CSIR sponsored research projects. He has published more than 100 research papers in International Journals/Conferences. He has many book chapters in international repute publishers. He has supervised many Ph.D. and M.Tech. thesis on Metaheuristics, Image Mining, and Data Clustering. He is the reviewer of several reputed SCI journals. He is member of ACM, CSI, International Association of Engineers, International Association of Computer Science and Information Technology, Singapore. His current research area is Soft Computing, Data Mining, Deep Learning, Steganography, and Pattern Recognition.
| Name | : | Dr. Vijay Kumar |
| Designation | : | Assistant Professor |
| Department | : | Computer Science & Engineering |
| Qualification | : | Ph.D., M.Tech, B.Tech. |
| Phone | : | 7073169619 |
| Email ID | : | vijaykumarchahar@nith.ac.in |
| Google Scholar Link | : | View |
Resume Not Available..
General Information
| Name | : | Dr. Vijay Kumar |
| Designation | : | Assistant Professor |
| Department | : | Computer Science & Engineering |
| Qualification | : | Ph.D., M.Tech, B.Tech. |
| Date of Birth | : | |
| Date of joining | : | 26/07/2019 |
Contact Details
| Phone | : | 7073169619 |
| Email ID | : | vijaykumarchahar@nith.ac.in |
Specialization
Computer Science & Engineering
Position Held
| Position | Department Name | Institute Name | Time Period |
|---|
Educational Qualification
| Name of the Degree | Year of Passing | Institute/University |
|---|---|---|
| Ph. D. | 2015 | National Institute of Technology, Kurukshetra, Haryana |
| M. Tech. | 2008 | Guru Jambheswer University of Science & Technology, Hisar, Haryana |
| B.Tech. | 2005 | Kurukshetra University, Kurukshetra |
Honors & Recognitions Achieved
| Sr.No. | Title | Activity | Given By | Year |
|---|---|---|---|---|
| 1 | Young Teacher award | Contribution towards research community | Mody University, Rajasthan | 2018 |
Research Experience
| Research Interests : | Metaheuristic Techniques, Deep Learning, Data Clustering, Image Mining | |
| Brief Research Statement : | My research focuses on Metaheuristic techniques and Deep Learning with an emphasis on designing and evaluating data clustering and pattern recognition related applications. My long-term research plan includes motivating young researcher students to undertake research in these areas. A center of excellence shall be established, where research in the area of Pattern Recognition and Deep Learning could be carried out. Various soft computing tools, websites, and teaching aids shall be maintained. Research Experience (along with teaching): 13+ Years; Sponsored Projects: 03 (Completed), 01 (ongoing); Research Publications: 100+ (71 SCI/SCIE Journals, 24 Scopus Journals, 14 Book Chapters, 15 International Conferences); Ph.D. Guidance: 08 (06: Completed, 02: Ongoing); M.Tech. Guidance: 16; Google Scholar Statistics (h-index: 29, i10-index: 58). |
Journal Publications
| Year | Author(s) | Title & Vol. No. | Journal Name | Indexing (SCI) Web of Science/Scopus |
|---|---|---|---|---|
| 2014 | Vijay Kumar, Jitender Kumar Chhabra and Dinesh Kumar | Variance based Harmony Search Algorithm for Unimodal and Multimodal Optimization Problems with Application to Clustering Vol. 45(6), pp. 486-511 | Cybernetics and Systems, Taylor and Francis (IF=1.681) | SCI |
| 2014 | Vijay Kumar, Jitender Kumar Chhabra and Dinesh Kumar | Parameter Adaptive Harmony Search Algorithm for Unimodal and Multimodal Optimization Problems, Vol. 5, pp. 144-155 | Journal of Computational Science, Elsevier (IF=2.644) | SCI |
| 2014 | Vijay Kumar, Jitender Kumar Chhabra and Dinesh Kumar | Automatic Cluster Evolution Using Gravitational Search Algorithm and its Application on Image Segmentation. Vol. 29, pp. 93-103 | Engineering Applications of Artificial Intelligence, Elsevier (IF=4.201) | SCI |
| 2015 | Vijay Kumar, Jitender Kumar Chhabra and Dinesh Kumar | Automatic Unsupervised Feature Selection Using Gravitational Search Algorithm, Vol. 61, pp. 22-31 | IETE Journal of Research, Taylor and Francis (IF=0.793) | SCI |
| 2016 | Vijay Kumar, Jitender Kumar Chhabra and Dinesh Kumar | An Automated Parameter Selection Approach for Simultaneous Clustering and Feature Selection, Vol. 4(2), pp.65-85 | Journal of Engineering Research, Springer (IF=0.387) | SCI |
| 2017 | Dilbag Singh, Vijay Kumar | Dehazing of Remote Sensing Images using Improved Restoration Model based Dark Channel Prior, Vol. 65(5), pp. 282-292 | Imaging Science Journal, Taylor and Francis (IF=0.846) | SCI |
| 2017 | Dilbag Singh, Vijay Kumar | Modified Gain Intervention Filter based Dehazing Technique, Vol. 64(20), pp. 2165-2178 | Journal of Modern Optics, Taylor and Francis (IF=1.657) | SCI |
| 2017 | Gaurav Dhiman, Vijay Kumar | Spotted Hyena Optimizer: A Novel Bio-inspired based Metaheuristic Technique for Engineering Applications, Vol. 114, pp. 48-70 | Advances in Engineering Software, Elsevier (IF=4.194) | SCI |
| 2017 | Vijay Kumar, Dinesh Kumar | An Astrophysics-inspired Grey Wolf Algorithm for Numerical Optimization and its Application to Engineering Design Problems. Vol. 112, pp. 231-254 | Advances in Engineering Software, Elsevier (IF=4.194) | SCI |
| 2018 | Dilbag Singh, Vijay Kumar | Defogging of road images using gain coefficient based trilateral filter, Vol. 27(1), pp. 1-14 | Journal of Electronic Imaging, SPIE (IF=0.924) | SCI |
| 2018 | Dilbag Singh, Vijay Kumar | Single image haze removal using integrated dark and bright channel prior, Vol. 32(4), pp. 1-9 | Modern Physics Letters B, World Scientific (IF=0.731) | SCI |
| 2018 | Ashish Gridhar, Vijay Kumar | A Comprehensive Survey of 3D Image Steganography Techniques, Vol. 12(1), pp. 1-10 | IET Image Processing, IET (IF=2.004) | SCI |
| 2018 | Dilbag Singh, Vijay Kumar | Comprehensive Survey on Haze Removal Techniques, Vol. 77(8), pp. 9595-9620 | Multimedia Tools and Applications, Springer (IF=2.331) | SCI |
| 2018 | Vijay Kumar, Dinesh Kumar | A Modified DWT-based Image Steganography Technique, Vol. 77(11), pp. 13279-13308 | Multimedia Tools and Applications, Springer (IF=2.331) | SCI |
| 2018 | Sahil Sharma, Vijay Kumar | Performance evaluation of 2D face recognition techniques under image processing attacks, Vol. 32(19), pp. 1-10 | Modern Physics Letters B, World Scientific (IF=0.731) | SCI |
| 2018 | Dilbag Singh, Vijay Kumar | Dehazing of Remote Sensing Images using Fourth-order Partial Differential Equations Based Trilateral Filter, Vol. 12(2), pp. 208-219 | IET Computer Vision, IET (IF=1.648) | SCI |
| 2018 | Dilbag Singh, Vijay Kumar | Fourier-Mellin moments based intertwining map for image encryption, Vol. 32(9), pp. 1-17 | Modern Physics Letters B, World Scientific (IF=0.731) | SCI |
| 2018 | Manjit Kaur, Vijay Kumar | An efficient image encryption method based on improved Lorenz chaotic system, Vol. 54(9), pp. 562-564 | Electronics Letters, IET (1.343) | SCI |
| 2018 | Vijay Kumar, Dinesh Kumar | Gene Expression Data Clustering using Variance-based Harmony Search Algorithm | IETE Journal of Research, Taylor and Francis (IF=0.793) | SCI |
| 2018 | Dilbag Singh, Vijay Kumar | Dehazing of outdoor images using notch based integral guided filter, Vol. 77(20), pp. 27363-27386 | Multimedia Tools and Applications, Springer (IF=2.331) | SCI |
| 2018 | Ashish Gridhar, Vijay Kumar | A RGB Image Encryption Technique using Lorenz and Rossler Chaotic System on DNA Sequences. Vol. 77(20), pp. 27017-27039 | Multimedia Tools and Applications, Springer (IF=2.331) | SCI |
| 2018 | Manjit Kaur, Vijay Kumar | Parallel Non-dominated Sorting Genetic Algorithm-II based Image Encryption Technique, Vol. 66(8), pp. 453-462 | Imaging Science Journal, Taylor and Francis (IF=0.846) | SCI |
| 2018 | Manjit Kaur, Vijay Kumar | Color Image Encryption Technique using Differential Evolution in Nonsubsampled Contourlet Transform Domain, Vol. 12(7), pp.1273 –1283 | IET Image Processing, IET (IF=2.004) | SCI |
| 2018 | Manjit Kaur, Vijay Kumar | Beta Chaotic Map based Image Encryption Using Genetic Algorithm, Vol. 28(11), pp. 1850132 (1–26) | International Journal of Bifurcation and Chaos, IET (IF=2.145) | SCI |
| 2018 | Manjit Kaur, Vijay Kumar | Adaptive Differential Evolution based Lorenz Chaotic System for Image Encryption, Vol. 43(12), pp. 8127-8144 | Arabian Journal for Science and Engineering, Springer (IF=1.518) | SCI |
| 2018 | Dilbag Singh, Vijay Kumar | A novel dehazing model for remote sensing images, Vol. 69, pp. 14-27 | Computer & Electrical Engineering, Elsevier (IF=2.189) | SCI |
| 2018 | Manjit Kaur, Vijay Kumar, Li Li | Color Image Encryption Approach based on Memetic Differential EvolutionColor Image Encryption Approach based on Memetic Differential Evolution | Neural Computing and Applications, Springer (IF=4.664) | SCI |
| 2018 | Vijay Kumar, Dinesh Kumar | Automatic Clustering and Feature Selection using Gravitational Search Algorithm and its Application to Microarray Data Analysis | Neural Computing and Applications, Springer (IF=4.664) | SCI |
| 2018 | Gaurav Dhiman, Vijay Kumar | Astrophysics inspired multi-objective approach for automatic clustering and feature selection in real-life environment, Vol. 32 (31) , pp. 1-12 | Modern Physics Letters B, World Scientific (IF=0.308) | SCI |
| 2018 | Vijay Kumar, Dinesh Kumar | Binary Whale Optimization Algorithm and its Application to Unit Commitment Problem | Neural Computing and Applications, Springer (IF=4.664) | SCI |
| 2018 | Gaurav Dhiman, Vijay Kumar | Emperor Penguin Optimizer: A Bio-inspired Algorithm for Engineering Problems, Vol. 159, pp. 20-50 | Knowledge Based Systems, Elsevier (IF=5.921) | SCI |
| 2018 | Gaurav Dhiman, Vijay Kumar | Multi-objective Spotted Hyena Optimizer: A Novel Multi-Objective Optimization Algorithm for Engineering Problems, Vol. 150, pp.175-197 | Knowledge Based Systems, Elsevier (IF=5.921) | SCI |
| 2018 | Manjit Kaur, Vijay Kumar | A comprehensive review on image encryption techniques | Archives of Computational Methods in Engineering, Springer (IF=7.242) | SCI |
| 2019 | Dilbag Singh, Vijay Kumar | A comprehensive review of computational dehazing techniques | Archives of Computational Methods in Engineering, Springer (IF=7.242) | SCI |
| 2019 | Dilbag Singh, Vijay Kumar | Single image defogging by gain gradient image filter, Vol. 62(7), pp.079101:1-079101:3 | Science China Information Sciences, Springer (IF=2.731) | SCI |
| 2019 | Gaurav Dhiman, Vijay Kumar | KnRVEA: A Hybrid Evolutionary Algorithm based on Knee Points and Reference Vector Adaptation Strategies for Many-objective Optimization, Vol. 49(7), pp.2434-2460 | Applied Intelligence, Springer (IF=2.882) | SCI |
| 2019 | Gaurav Dhiman, Vijay Kumar | Seagull Optimization Algorithm: Theory and its Applications for Large Scale Industrial Engineering Problems, Vol. 165, pp. 169-196 | Knowledge Based Systems, Elsevier (IF=5.921) | SCI |
| 2019 | Dilbag Singh, Vijay Kumar | Image Dehazing using Moore neighborhood-based Gradient Profile Prior, Vol. 70, pp. 131-144 | Signal Processing: Image Communication, Elsevier (IF=2.814) | SCI |
| 2019 | Dinesh Kumar, Vijay Kumar, Rajani | Automatic Clustering using Quantum based Multi-objective Emperor Penguin Optimizer and its Applications to Image Segmentation | Modern Physics Letters A, World Scientific (IF=1.308) | SCI |
| 2019 | Dilbag Singh, Vijay Kumar, Manjit Kaur | Single Image Dehazing using Gradient Channel Prior | Applied Intelligence, Springer (IF=2.882) | SCI |
| 2019 | Ashish Gridhar, Vijay Kumar | A reversible and affine invariant 3D data hiding technique based on difference shifting and logistic map | Journal of Ambient Intelligence and Humanized Computing, Springer (IF=4.594) | SCI |
| 2019 | Vijay Kumar, Avneet Kaur | Binary Spotted Hyena Optimizer and its Application to Feature Selection | Journal of Ambient Intelligence and Humanized Computing, Springer (IF=4.594) | SCI |
| 2019 | Dilbag Singh, Vijay Kumar, Manjit Kaur | Image dehazing using window-based integrated means filter | Multimedia Tools and Applications, Springer (IF=2.331) | SCI |
| 2020 | Sahil Sharma, Vijay Kumar | Voxel Based 3D Face Reconstruction and Its Application to Face Recognition Using Sequential Deep Learning | Multimedia Tools and Applications, Springer (IF=2.331) | SCI |
| 2020 | Manjit Kaur, Dilbag Singh, Vijay Kumar, Kehui Sun | Color Image Dehazing using Gradient Channel Prior and Guided L0 Filter | Information Sciences, Elsevier (IF=5.910) | SCI |
| 2020 | Gaurav Dhiman, Meenakshi Garg, Vijay Kumar , Atulya Nagar, Mohammad Dehghani | A Novel Algorithm for Global Optimization: Rat Swarm Optimizer | Journal of Ambient Intelligence and Humanized Computing, Springer (IF=4.594) | SCI |
| 2020 | Dilbag Singh , Vijay Kumar , Vaishali Yadav, Manjit Kaur | Deep Convolutional Neural Networks based Classification model for COVID-19 Infected Patients using Chest X-ray Images | International Journal of Pattern Recognition and Artificial Intelligence, Springer (IF=1.375) | SCI |
| 2020 | Dilbag Singh, Vijay Kumar, Vaishali Yadav, Manjit Kaur | Classification of COVID-19 patients from chest CT images using multi-objective differential evolution based convolutional neural networks | European Journal of Clinical Microbiology & Infectious Diseases, Springer (IF=2.837) | SCI |
| 2020 | Aayush Jaiswal, Neha Gianchandani, Dilbag Singh, Vijay Kumar, Manjit Kaur | DenseNet201 based deep transfer learning model to classify the COVID-19 infected patients | Journal of Biomolecular Structure & Dynamics, Springer (IF=3.310) | SCI |
| 2020 | Sahil Sharma, Vijay Kumar | Voxel-based 3D occlusion-invariant face recognition using game theory and simulated annealing | Multimedia Tools and Applications, Springer (IF=2.331) | SCI |
| 2020 | Nripendra Narayan Das, Naresh Kumar, Manjit Kaur, Vijay Kumar, Dilbag Singh | Automated deep transfer learning-based approach for detection of COVID-19 infection in chest X-rays images | Innovation and Research in Biomedical Engineering, Elsevier (IF=1.022) | SCI |
| 2020 | Rajesh Kondabala, Vijay Kumar, Amjad Ali, Manjit Kaur | A novel astrophysics based framework for prediction of binding affinity of glucose binder | Modern Physics Letters B, World Scientific (IF=1.224) | SCI |
| 2020 | Vijay Kumar, Avneet Kaur, Kamlender Kaur Kaleka | Spiral-inspired Spotted Hyena Optimizer and its Application to Constraint Engineering Problems | Wireless Personal Communications, Springer (IF=1.061) | SCI |
| 2020 | Manjit Kaur, Dilbag Singh, Vijay Kumar | Color image encryption using minimax differential evolution based 7D hyper-chaotic map | Applied Physics B: Lasers and Optics, Springer (IF=1.813) | SCI |
| 2020 | Vijay Kumar, Ashish Girdhar | A 2D logistic map and Lorenz-Rossler chaotic system based RGB image encryption approach | Multimedia Tools and Applications, Springer (IF=2.331) | SCI |
| 2020 | Ashish Girdhar, Himani Kapur, Vijay Kumar, Manjit Kaur, Dilbag Singh, Robertas | Effect of COVID-19 Outbreak on Urban Health and Environment | Air Quality, Atmosphere & Health, Springer (IF=2.870) | SCI |
| 2020 | Sahil Sharma, Vijay Kumar | 3D Landmark-based Face Restoration for Recognition using Variational Autoencoder and Triplet Loss | IET Biometrics, IET (IF=1.821) | SCI |
| 2020 | Sourabh Katoch, Sumit Singh Chauhan, Vijay Kumar | A Review on Genetic Algorithm: Past, Present, and Future | Multimedia Tools and Applications, Springer (IF=2.331) | SCI |
| 2020 | Rajesh Kondabala, Vijay Kumar, Amjad Ali | Design a Synthetic Glucose Receptor using Computational Intelligence Approach | Journal of Molecular Graphics and Modelling, Elsevier (IF=2.079) | SCI |
| 2020 | Manjit Kaur, Dilbag Singh, Vijay Kumar | Rapid COVID-19 diagnosis using ensemble deep transfer learning models from chest radiographic images | Journal of Ambient Intelligence and Humanized Computing, Springer (IF=4.594) | SCI |
| 2020 | Manjit Kaur, Dilbag Singh, Vijay Kumar | Drug Synergy Prediction Using Dynamic Mutation based Differential Evolution | Current Pharmaceutical Design, (IF=2.208) | SCI |
| 2020 | Vijay Kumar, Dinesh Kumar | A Systematic Review on Firefly Algorithm: Past, Present, and Future | Archives of Computational Methods in Engineering, Springer (IF=7.242) | SCI |
| 2021 | Neeraj Sharma, Vijay Kumar, Sunil Singla | Single Image Defogging using Deep Learning Techniques: Past, Present and Future | Archives of Computational Methods in Engineering, Springer (IF=7.242) | SCI |
| 2021 | Manjit Kaur, Dilbag Singh, Vijay Kumar | Densely connected convolutional networks-based COVID-19 screening model | Applied Intelligence, Springer (IF=3.325) | SCI |
| 2021 | Vijay Kumar, Sahil Sharma | Performance evaluation of machine learning based face recognition techniques | Wireless Personal Communications, Springer (IF=1.061) | SCI |
| 2021 | Ashish Girdhar, Himani Kapur, Vijay Kumar | A novel grayscale image encryption approach based on chaotic maps and image blocks | Applied Physics B: Lasers and Optics, Springer (IF=1.813) | SCI |
| 2021 | Manjit Kaur, Vijay Kumar, Vaishali Yadav ,Dilbag Singh, Naresh Kumar, Nripendra Narayan Das | Metaheuristic-based Deep COVID-19 Screening Model from Chest X-Ray Images | Journal of Healthcare Engineering (IF=1.803) | SCI |
| 2021 | Mahima Dubey, Vijay Kumar, Manjit Kaur, Thanh-Phong Dao | A Systematic Review on Harmony Search Algorithm: Theory, Literature, and Applications | Mathematical Problems in Engineering (IF=1.009) | SCI |
| 2021 | Vijay Kumar, Dilbag Singh, Manjit Kaur, Robertas Damaševičius | Overview of current state of research on the application of artificial intelligence techniques for COVID-19 | PeerJ Computer Science (IF=3.09) | SCI |
| 2021 | Minakshi Kalra, Shobhit Tyagi, Vijay Kumar, Manjit Kaur, Wali Khan Mashwani, Habib Shah, Kamal Shah | A Comprehensive Review on Scatter Search: Techniques, Applications, and Challenges | Mathematical Problems in Engineering (IF=1.009) | SCI |
| 2021 | Vijay Kumar, Nitin Dogra | A Comprehensive Review on Deep Synergistic Drug Prediction Techniques for Cancer | Archives of Computational Methods in Engineering, Springer (IF=7.242) | SCI |
Conference Publications
| Year | Author(s) | Title | Conference name with place | Indexing (SCI/Web of science/Scopus) |
|---|---|---|---|---|
| 2019 | Kamalinder Kaur Kaleka, Avneet Kaur, Vijay Kumar | Design and Development of Soft Computing Toolbox using Metaheuristics | International Conference on Sustainable Computing in Science, Technology and Management (SUSCOM), Amity University Rajasthan, Jaipur - India, February 26-28, 2019 | Scopus |
| 2019 | Rajesh Kondabala, Vijay Kumar, Amjad Ali | Computational Intelligence Tools to Study Molecular Interactions for Drug Design | International Conference on Sustainable Computing in Science, Technology and Management (SUSCOM), Amity University Rajasthan, Jaipur - India, February 26-28, 2019 | Scopus |
| 2018 | Divya Agarwal, Vijay Kumar | An Improved Firefly Algorithm for the Vehicle Routing Problem with Time Windows | IEEE International Conference on Advances in Computing, Communications and Informatics (ICACCI), 19-22 Sept., 2018 | INSPEC Accession Number: 18291091 |
| 2017 | Rimmi Anand, Vijay Kumar | Firefly algorithm for reliable protection in distribution networks | IEEE International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT), 6-7 July, 2017 | INSPEC Accession Number: 17720704 |
| 2017 | Divya Agarwal, Vijay Kumar, Ashish Girdhar | Lagrangian relaxation for the vehicle routing problem with time windows | IEEE International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT), 6-7 July, 2017 | INSPEC Accession Number: 17720704 |
| 2016 | Seema Gill, Vijay Kumar | Modified Grey Wolf Algorithm for optimization problems | IEEE International Conference on Inventive Computation Technologies (ICICT), Coimbatore, 26-27 Aug., 2016 | INSPEC Accession Number: 16620654 |
| 2016 | Vijay Kumar, Jitender Kumar Chhabra and Dinesh Kumar | Improved Grey Wolf Algorithm for Optimization Problems | International Symposium on Fusion of Science and Technology, New Delhi, 18-22 January 2016 | - |
| 2015 | Vijay Kumar, Jitender Kumar Chhabra and Dinesh Kumar | A Hybrid Approach for Data Clustering using Expectation-Maximization and Parameter Adaptive Harmony Search Algorithm | International Conference on Future Computational Technologies, Singapore, 29-30 March 2015 | - |
| 2011 | Vijay Kumar, Jitender Kumar Chhabra and Dinesh Kumar | Skull Stripping from MRI Brain Images Using Morphological Operations: A Study and Implementation | International Multi Conference on Intelligent Systems, Sustainable, New and Renewable Energy Technology and Nanotechnology, Klawad, Jagadhri, India, 2011 | - |
| 2010 | Vijay Kumar, Dinesh Kumar | Performance evaluation of DWT based image steganography | IEEE International Advance Computing Conference, Patiala, India, 19-21 Feb. 2010 | INSPEC Accession Number: 11155879 |
| 2009 | Vijay Kumar, Dinesh Kumar | Digital Watermarking using SVD and Blocked SVD: A Study | International Conference on Intelligent Systems & Networks, Klawad, Jagadhri, India, 2009 | - |
Research Projects
| Role | Project Type | Title | Funding Agency | From | To | Amount | Status | Co-Investigator | Sanction Order | Sanction Date |
|---|---|---|---|---|---|---|---|---|---|---|
| PI | Research | SmartGlucoBinder: Design and Synthesis of Small Glucose Binder Molecule using Computational Intelligence Approach | SERB | 23/03/2017 | 23/03/2020 | 27.19 Lacs | Completed | P.S. Rana, Amjad Ali | ECR/2016/001231 | 23/03/2017 |
| Co-PI | Research | Tox2020: Toxicity Prediction of pre clinical trial drug using Physicochemical Properties and Machine Learning Approaches | SERB | 14/07/2016 | 01/07/2019 | 25.84 Lacs | Completed | Deepak Garg | ECR/2015/000150 | 14/07/2016 |
| PI | Research | Design a Distribution Network for Production Company using Facility Allocation Algorithms | TIET, Patiala | 01/04/2016 | 28/07/2017 | 7 Lacs | Completed | - | TIET/42-135/2013(SR) | 14/03/2016 |
| Co-PI | Research | DFOG20: Design and Development of an Efficient Defogging Framework for Road Safety | CSIR | 19/11/2019 | 18/11/2022 | 1244500 | On going | Sunil Kumar Singla | 22(0801)/19/EMR-II | 25/07/2019 |
Research Supervision
| Programme Name | Scholar Name | Research Topic | Status | Year | Co-Suprivisor(s) |
|---|---|---|---|---|---|
| M.Tech | Aman Paul | Development of Association Rule Mining for Knowledge Analysis Using Apriori Algorithm | Completed | 2012 | None |
| M.Tech | Dipali | Analysis of Integer Factorization Techniques Used in RSA | Completed | 2013 | None |
| M.Tech | Rma Agarwal | Performance Evaluation of Image Segmentation Techniques | Completed | 2013 | None |
| M.Tech | Ritu Ganda | Knowledge Discovery from Database using an Integration of Clustering and Association Rule Mining | Completed | 2014 | None |
| M.Tech | Pratibha | Performance Evaluation of Skull Stripping Methods and Tools | Completed | 2014 | None |
| M.Tech | Divya | Comparison of Cryptographic Algorithms AES and DES | Completed | 2015 | None |
| M.Tech | Ajay Goel | Digital image steganography technique using discrete wavelet transform | Completed | 2016 | None |
| M.Tech | Seema Gill | Design and Development of Grey Wolf Metaheuristic Technique with Application to Combinatorial Optimization Problem | Completed | 2016 | None |
| M.Tech | Manpreet Singh | Design a Distribution Network for Production Company using Facility Allocation Algorithms | Completed | 2017 | None |
| M.Tech | Rimmi Anand | Design and Development of Reliable Capacitated Facility Location for Distribution Network Design | Completed | 2017 | None |
| M.Tech | Divya Agarwal | Development of Efficient Approaches for Solving the Vehicle Routing Problem with Time Windows | Completed | 2017 | Mr Ashish Gridhar |
| M.Tech | Avneet Kaur | Design and development of Binary metaheuristic algorithms for feature selection | Completed | 2019 | None |
| M.Tech | Kamalinder Kaur | Development of Chaotic Metaheuristic Algorithm for Engineering Design Problems | Completed | 2019 | Dr P S Rana |
| Ph.D | Dilbag Singh | Design and Development of Visibility Restoration Techniques for Weather Degraded Images | Awarded | 2019 | None |
| Ph.D | Manjit Kaur | Development of Efficient Color Image Encryption Techniques using Evolutionary Optimization | Awarded | 2019 | None |
| Ph.D | Gaurav Dhiman | Multi-objective Metaheuristic Approaches for Data Clustering in Engineering Application(s) | Awarded | 2019 | None |
| Ph.D | Ashish Girdhar | Development of Efficient Image Steganography System for 3D Image Models | Awarded | 2019 | None |
| Ph.D | Rajani | Development of Multiobjective Techniques for Segmentation | Submitted | 2020 | Dr Dinesh Kumar |
| M.Tech | Lalit Yadav | Development of Wild Animal Detection Technique Using Machine Learning Approaches | Completed | 2020 | None |
| M.Tech | Naresh Kumar | Forest Fire Detection Using Machine Learning Techniques | Completed | 2020 | None |
| M.Tech | Pritam Verma | Visual Quality Improvement using Single Image Defogging Technique | Completed | 2020 | None |
| Ph.D | Sahil Sharma | Metaheuristic Approaches for Occlusion Invariant 3D Face Recognition Technique | Submitted | 2020 | None |
| M.Tech | Saloni Laddha | COVID-19 Diagnosis and Classification using Deep Learning and GAN Augmentation on Chest X-Rays | Submitted | 2021 | None |
| M.Tech | Aniket | Image steganographic model using Generative Adversarial Networks | Submitted | 2021 | None |
| M.Tech | Nitin Dogra | DRUG SYNERGY USING DEEP LEARNING TECHNIQUES | Submitted | 2021 | None |
Patents
| Title | Reg./Ref.No. | Date of Award/Filling | Awarding Agencies | Status |
|---|---|---|---|---|
| Smog Elimination System and Method | Application No. 201911036469 | 10/09/2019 | Indian Patent Office | Submitted |
Teaching Experience
| Position Held | Department and Organization | From | To | Total Experience |
|---|---|---|---|---|
| Lecturer | Information Technology Department, M.M. Engineering College, Mullana, Ambala (HR) | 30/08/2005 | 27/07/2006 | 11 Months |
| Assistant Professor | Computer Science & Engineering Department, JCDM College of Engg., Sirsa, Haryana | 09/06/2008 | 23/07/2014 | 6 Yrs |
| Assistant Professor | Computer Science & Engineering Department, Manipal University Jaipur, Rajasthan | 28/07/2014 | 30/07/2015 | 1 Yr |
| Assistant Professor | Computer Science & Engineering Department, Thapar Institute of Engg. and Technology, Patiala, Punjab | 31/07/2015 | 25/07/2019 | 4 Yrs |
| Assistant Professor | Computer Science & Engineering Department, National Institute of Technology Hamirpur (HP) | 26/07/2019 | - |
Administrative Experience
| Position Held | Department and Organization | From | To |
|---|---|---|---|
| Ph.D. Coordinator | Computer Science & Engineering Department, Thapar Institute of Engg. and Technology, Patiala, Punjab | 23/10/2015 | 06/07/2018 |
| Nodal Officer, Digital India | National Institute of Technology, Hamirpur | 01/05/2020 | 15/09/2020 |
| Member, Institute Central Library Committee | National Institute of Technology, Hamirpur | 03/09/2019 | |
| Faculty Incharge, Result Processing | National Institute of Technology, Hamirpur | 01/05/2020 | |
| Member Secretary, Senate Master Program Committee | National Institute of Technology, Hamirpur | 19/08/2019 | |
| Convener, Departmental Doctoral Programme Committee (DDPC) | National Institute of Technology, Hamirpur | 20/05/2020 |
Book/Chapters Written
| Type | Title | Publisher | Author(s) | ISBN/ISSN No. | Year |
|---|---|---|---|---|---|
| Book Chapter | Digital Image Steganography Based on Combination of DWT and DCT. Information and Communication Technology, LNCS-CCIS, vol 101 | Springer | Vijay Kumar, Dinesh Kumar | 9783642157653 | 2010 |
| Book Chapter | Improving the Performance of Color Image Watermarking Using Contourlet Transform. Advances in Computer Science and Information Technology, LNCS-CCIS, vol 131 | Springer | Vijay Kumar, Dinesh Kumar | 9783642178566 | 2011 |
| Book Chapter | Initializing Cluster Center for K-Means Using Biogeography Based Optimization. Advances in Computing, Communication and Control, LNCS-CCIS, vol 125 | Springer | Vijay Kumar, Jitender Kumar Chhabra, Dinesh Kumar | 9783642184390 | 2011 |
| Book Chapter | Impact of distance measures on the performance of clustering algorithms. In: Mohapatra D., Patnaik S. (eds) Intelligent Computing, Networking, and Informatics Advances in Intelligent Systems and Computing | Springer | Vijay Kumar, Jitender Kumar Chhabra, Dinesh Kumar | 9788132216650 | 2013 |
| Book Chapter | MRI brain image segmentation using GSA based clustering. Research Developments in Computer Vision and Image Processing: Methodologies and Applications | IGI Global | Vijay Kumar, Jitender Kumar Chhabra, Dinesh Kumar | 9781466645585 | 2014 |
| Book Chapter | Data clustering using Sine-Cosine Algorithm, Chapter 31 in Handbook of Research on Machine Learning Innovations and Trends | IGI Global | Vijay Kumar, Dinesh Kumar | 9781522522294 | 2017 |
| Book Chapter | Soft computing based simulated model for enhancing applicability of e-governance, Chapter 17 in The Stances of e-Government | Taylor & Francis | Minakshi Kalra, Dilbag Singh, Vijay Kumar | 9780203731451 | 2018 |
| Book Chapter | Computational Intelligence Tools for Protein Modeling. In: Yadav N., Yadav A., Bansal J., Deep K., Kim J. (eds) Harmony Search and Nature Inspired Optimization Algorithms. Advances in Intelligent Systems and Computing vol. 741 | Springer | Rajesh Kondabala , Vijay Kumar | 9789811307607 | 2019 |
| Book Chapter | Spotted Hyena Optimizer for Solving Complex and Non-linear Constrained Engineering Problems. In: Yadav N., Yadav A., Bansal J., Deep K., Kim J. (eds) Harmony Search and Nature Inspired Optimization Algorithms. Advances in Intelligent Systems and Computing vol. 741 | Springer | Gaurav Dhiman, Vijay Kumar | 9789811307607 | 2019 |
| Book Chapter | Transfer Learning in 2.5D Face Image for Occlusion Presence and Gender Classification, Chapter 6 in Handbook of Research on Deep Learning Innovations and Trends | IGI Global | Sahil Sharma, Vijay Kumar | 9781522578628 | 2019 |
| Book Chapter | An efficient image steganography method using multi-objective differential evolution | Elsevier | Manjit Kaur, Vijay Kumar, Dilbag Singh | 9780128194386 | 2020 |
| Book Chapter | Machine Intelligence-based Approach for Effective Terrorism Monitoring | Taylor & Francis | Riyazveer Singh, Sahil Kumar, Vijay Kumar | 9781003006602 | 2021 |
| Book Chapter | Green communication technology, IOT, VR, AR in smart environment | Taylor & Francis | Riyazveer Singh, Sahil Sharma, Vijay Kumar | 9781003121619 | 2021 |
| Book Chapter | Visual Quality Improvement using Single Image Defogging Technique | Apple Academic Press | Pritam Verma, Vijay Kumar | xxxx | 2021 |
| Book Chapter | Skull stripping and Tumor detection using 3 Dimensional U-Net | Elsevier | Isha Sharma, Rahul Gupta, Vijay Kumar | xxxx | 2021 |
| Book Chapter | Distracted Driver Detection System using Deep Learning Technique | IGI Global | Varan Singh Rohila, Karan Kumar Barnwal, Vijay Kumar | xxxx | 2021 |
Expert Talks
| Title | Place | Year | Description of Event |
|---|---|---|---|
| Fundamentals of Deep Learning | RIET, Jaipur | 2019 | TEQIP-III sponsored five days Faculty Development Program on “Deep Learning and Big Data Analytics” at RIET, Jaipur from 24-28 June 2019 |
| Transfer Learning | JIIIT, Noida | 2019 | One week Short Term Course on “Deep Learning and its Applications” from July 1 –6, 2019 |
Consultancy
| Title of Consultancy | Client Organization | Faculty Involved | Amount(INR) | Status |
|---|
International and National Exposure
| Sr.No. | Title | Description |
|---|
Conferences/Courses Organized
| Category | Type | Title | Venue | From | To | Designation |
|---|
Profile Summary
Last Update: 13/06/2021 02:21pm
| Name | : | Dr. Vijay Kumar |
| Designation | : | Assistant Professor |
| Department | : | Computer Science & Engineering |
| Qualification | : | Ph.D., M.Tech, B.Tech. |
| Phone | : | 7073169619 |
| Email ID | : | vijaykumarchahar@nith.ac.in |
| Profile URL | : | https://portfolios.nith.ac.in/index.php?/nith/dr-vijay-kumar-chahar |
| Date of Birth | : | |
| Date of Joining | : | 26/07/2019 |
Specialization
Computer Science & Engineering
Education Qualification
| Name of the Degree | Year of Passing | Institute/University |
|---|---|---|
| Ph. D. | 2015 | National Institute of Technology, Kurukshetra, Haryana |
| M. Tech. | 2008 | Guru Jambheswer University of Science & Technology, Hisar, Haryana |
| B.Tech. | 2005 | Kurukshetra University, Kurukshetra |
Teaching Experience
| Programme Name | Department And Organization | From | To | Total Experience |
|---|---|---|---|---|
| Lecturer | Information Technology Department, M.M. Engineering College, Mullana, Ambala (HR) | 30/08/2005 | 27/07/2006 | 11 Months |
| Assistant Professor | Computer Science & Engineering Department, JCDM College of Engg., Sirsa, Haryana | 09/06/2008 | 23/07/2014 | 6 Yrs |
| Assistant Professor | Computer Science & Engineering Department, Manipal University Jaipur, Rajasthan | 28/07/2014 | 30/07/2015 | 1 Yr |
| Assistant Professor | Computer Science & Engineering Department, Thapar Institute of Engg. and Technology, Patiala, Punjab | 31/07/2015 | 25/07/2019 | 4 Yrs |
| Assistant Professor | Computer Science & Engineering Department, National Institute of Technology Hamirpur (HP) | 26/07/2019 | - |
Administrative Experience
| Position Held | Department And Organization | From | To |
|---|---|---|---|
| Ph.D. Coordinator | Computer Science & Engineering Department, Thapar Institute of Engg. and Technology, Patiala, Punjab | 23/10/2015 | 06/07/2018 |
| Nodal Officer, Digital India | National Institute of Technology, Hamirpur | 01/05/2020 | 15/09/2020 |
| Member, Institute Central Library Committee | National Institute of Technology, Hamirpur | 03/09/2019 | |
| Faculty Incharge, Result Processing | National Institute of Technology, Hamirpur | 01/05/2020 | |
| Member Secretary, Senate Master Program Committee | National Institute of Technology, Hamirpur | 19/08/2019 | |
| Convener, Departmental Doctoral Programme Committee (DDPC) | National Institute of Technology, Hamirpur | 20/05/2020 |
Research Experience
| Research Interests : | Metaheuristic Techniques, Deep Learning, Data Clustering, Image Mining | |
| Brief Research Statement : | My research focuses on Metaheuristic techniques and Deep Learning with an emphasis on designing and evaluating data clustering and pattern recognition related applications. My long-term research plan includes motivating young researcher students to undertake research in these areas. A center of excellence shall be established, where research in the area of Pattern Recognition and Deep Learning could be carried out. Various soft computing tools, websites, and teaching aids shall be maintained. Research Experience (along with teaching): 13+ Years; Sponsored Projects: 03 (Completed), 01 (ongoing); Research Publications: 100+ (71 SCI/SCIE Journals, 24 Scopus Journals, 14 Book Chapters, 15 International Conferences); Ph.D. Guidance: 08 (06: Completed, 02: Ongoing); M.Tech. Guidance: 16; Google Scholar Statistics (h-index: 29, i10-index: 58). |
Research Projects
| Role | Project Type | Title | Funding Agency | From | To | Amount | Status | Co-Investigator | Sanction Order | Sanction Date |
|---|---|---|---|---|---|---|---|---|---|---|
| PI | Research | SmartGlucoBinder: Design and Synthesis of Small Glucose Binder Molecule using Computational Intelligence Approach | SERB | 23/03/2017 | 23/03/2020 | 27.19 Lacs | Completed | P.S. Rana, Amjad Ali | ECR/2016/001231 | 23/03/2017 |
| Co-PI | Research | Tox2020: Toxicity Prediction of pre clinical trial drug using Physicochemical Properties and Machine Learning Approaches | SERB | 14/07/2016 | 01/07/2019 | 25.84 Lacs | Completed | Deepak Garg | ECR/2015/000150 | 14/07/2016 |
| PI | Research | Design a Distribution Network for Production Company using Facility Allocation Algorithms | TIET, Patiala | 01/04/2016 | 28/07/2017 | 7 Lacs | Completed | - | TIET/42-135/2013(SR) | 14/03/2016 |
| Co-PI | Research | DFOG20: Design and Development of an Efficient Defogging Framework for Road Safety | CSIR | 19/11/2019 | 18/11/2022 | 1244500 | On going | Sunil Kumar Singla | 22(0801)/19/EMR-II | 25/07/2019 |
Journal Publications
| Year | Author(s) | Journal Name | Title & Vol. No. | Indexing (SCI/Web of science/Scopus) |
|---|---|---|---|---|
| 2014 | Vijay Kumar, Jitender Kumar Chhabra and Dinesh Kumar | Cybernetics and Systems, Taylor and Francis (IF=1.681) | Variance based Harmony Search Algorithm for Unimodal and Multimodal Optimization Problems with Application to Clustering Vol. 45(6), pp. 486-511 | SCI |
| 2014 | Vijay Kumar, Jitender Kumar Chhabra and Dinesh Kumar | Journal of Computational Science, Elsevier (IF=2.644) | Parameter Adaptive Harmony Search Algorithm for Unimodal and Multimodal Optimization Problems, Vol. 5, pp. 144-155 | SCI |
| 2014 | Vijay Kumar, Jitender Kumar Chhabra and Dinesh Kumar | Engineering Applications of Artificial Intelligence, Elsevier (IF=4.201) | Automatic Cluster Evolution Using Gravitational Search Algorithm and its Application on Image Segmentation. Vol. 29, pp. 93-103 | SCI |
| 2015 | Vijay Kumar, Jitender Kumar Chhabra and Dinesh Kumar | IETE Journal of Research, Taylor and Francis (IF=0.793) | Automatic Unsupervised Feature Selection Using Gravitational Search Algorithm, Vol. 61, pp. 22-31 | SCI |
| 2016 | Vijay Kumar, Jitender Kumar Chhabra and Dinesh Kumar | Journal of Engineering Research, Springer (IF=0.387) | An Automated Parameter Selection Approach for Simultaneous Clustering and Feature Selection, Vol. 4(2), pp.65-85 | SCI |
| 2017 | Dilbag Singh, Vijay Kumar | Imaging Science Journal, Taylor and Francis (IF=0.846) | Dehazing of Remote Sensing Images using Improved Restoration Model based Dark Channel Prior, Vol. 65(5), pp. 282-292 | SCI |
| 2017 | Dilbag Singh, Vijay Kumar | Journal of Modern Optics, Taylor and Francis (IF=1.657) | Modified Gain Intervention Filter based Dehazing Technique, Vol. 64(20), pp. 2165-2178 | SCI |
| 2017 | Gaurav Dhiman, Vijay Kumar | Advances in Engineering Software, Elsevier (IF=4.194) | Spotted Hyena Optimizer: A Novel Bio-inspired based Metaheuristic Technique for Engineering Applications, Vol. 114, pp. 48-70 | SCI |
| 2017 | Vijay Kumar, Dinesh Kumar | Advances in Engineering Software, Elsevier (IF=4.194) | An Astrophysics-inspired Grey Wolf Algorithm for Numerical Optimization and its Application to Engineering Design Problems. Vol. 112, pp. 231-254 | SCI |
| 2018 | Dilbag Singh, Vijay Kumar | Journal of Electronic Imaging, SPIE (IF=0.924) | Defogging of road images using gain coefficient based trilateral filter, Vol. 27(1), pp. 1-14 | SCI |
| 2018 | Dilbag Singh, Vijay Kumar | Modern Physics Letters B, World Scientific (IF=0.731) | Single image haze removal using integrated dark and bright channel prior, Vol. 32(4), pp. 1-9 | SCI |
| 2018 | Ashish Gridhar, Vijay Kumar | IET Image Processing, IET (IF=2.004) | A Comprehensive Survey of 3D Image Steganography Techniques, Vol. 12(1), pp. 1-10 | SCI |
| 2018 | Dilbag Singh, Vijay Kumar | Multimedia Tools and Applications, Springer (IF=2.331) | Comprehensive Survey on Haze Removal Techniques, Vol. 77(8), pp. 9595-9620 | SCI |
| 2018 | Vijay Kumar, Dinesh Kumar | Multimedia Tools and Applications, Springer (IF=2.331) | A Modified DWT-based Image Steganography Technique, Vol. 77(11), pp. 13279-13308 | SCI |
| 2018 | Sahil Sharma, Vijay Kumar | Modern Physics Letters B, World Scientific (IF=0.731) | Performance evaluation of 2D face recognition techniques under image processing attacks, Vol. 32(19), pp. 1-10 | SCI |
| 2018 | Dilbag Singh, Vijay Kumar | IET Computer Vision, IET (IF=1.648) | Dehazing of Remote Sensing Images using Fourth-order Partial Differential Equations Based Trilateral Filter, Vol. 12(2), pp. 208-219 | SCI |
| 2018 | Dilbag Singh, Vijay Kumar | Modern Physics Letters B, World Scientific (IF=0.731) | Fourier-Mellin moments based intertwining map for image encryption, Vol. 32(9), pp. 1-17 | SCI |
| 2018 | Manjit Kaur, Vijay Kumar | Electronics Letters, IET (1.343) | An efficient image encryption method based on improved Lorenz chaotic system, Vol. 54(9), pp. 562-564 | SCI |
| 2018 | Vijay Kumar, Dinesh Kumar | IETE Journal of Research, Taylor and Francis (IF=0.793) | Gene Expression Data Clustering using Variance-based Harmony Search Algorithm | SCI |
| 2018 | Dilbag Singh, Vijay Kumar | Multimedia Tools and Applications, Springer (IF=2.331) | Dehazing of outdoor images using notch based integral guided filter, Vol. 77(20), pp. 27363-27386 | SCI |
| 2018 | Ashish Gridhar, Vijay Kumar | Multimedia Tools and Applications, Springer (IF=2.331) | A RGB Image Encryption Technique using Lorenz and Rossler Chaotic System on DNA Sequences. Vol. 77(20), pp. 27017-27039 | SCI |
| 2018 | Manjit Kaur, Vijay Kumar | Imaging Science Journal, Taylor and Francis (IF=0.846) | Parallel Non-dominated Sorting Genetic Algorithm-II based Image Encryption Technique, Vol. 66(8), pp. 453-462 | SCI |
| 2018 | Manjit Kaur, Vijay Kumar | IET Image Processing, IET (IF=2.004) | Color Image Encryption Technique using Differential Evolution in Nonsubsampled Contourlet Transform Domain, Vol. 12(7), pp.1273 –1283 | SCI |
| 2018 | Manjit Kaur, Vijay Kumar | International Journal of Bifurcation and Chaos, IET (IF=2.145) | Beta Chaotic Map based Image Encryption Using Genetic Algorithm, Vol. 28(11), pp. 1850132 (1–26) | SCI |
| 2018 | Manjit Kaur, Vijay Kumar | Arabian Journal for Science and Engineering, Springer (IF=1.518) | Adaptive Differential Evolution based Lorenz Chaotic System for Image Encryption, Vol. 43(12), pp. 8127-8144 | SCI |
| 2018 | Dilbag Singh, Vijay Kumar | Computer & Electrical Engineering, Elsevier (IF=2.189) | A novel dehazing model for remote sensing images, Vol. 69, pp. 14-27 | SCI |
| 2018 | Manjit Kaur, Vijay Kumar, Li Li | Neural Computing and Applications, Springer (IF=4.664) | Color Image Encryption Approach based on Memetic Differential EvolutionColor Image Encryption Approach based on Memetic Differential Evolution | SCI |
| 2018 | Vijay Kumar, Dinesh Kumar | Neural Computing and Applications, Springer (IF=4.664) | Automatic Clustering and Feature Selection using Gravitational Search Algorithm and its Application to Microarray Data Analysis | SCI |
| 2018 | Gaurav Dhiman, Vijay Kumar | Modern Physics Letters B, World Scientific (IF=0.308) | Astrophysics inspired multi-objective approach for automatic clustering and feature selection in real-life environment, Vol. 32 (31) , pp. 1-12 | SCI |
| 2018 | Vijay Kumar, Dinesh Kumar | Neural Computing and Applications, Springer (IF=4.664) | Binary Whale Optimization Algorithm and its Application to Unit Commitment Problem | SCI |
| 2018 | Gaurav Dhiman, Vijay Kumar | Knowledge Based Systems, Elsevier (IF=5.921) | Emperor Penguin Optimizer: A Bio-inspired Algorithm for Engineering Problems, Vol. 159, pp. 20-50 | SCI |
| 2018 | Gaurav Dhiman, Vijay Kumar | Knowledge Based Systems, Elsevier (IF=5.921) | Multi-objective Spotted Hyena Optimizer: A Novel Multi-Objective Optimization Algorithm for Engineering Problems, Vol. 150, pp.175-197 | SCI |
| 2018 | Manjit Kaur, Vijay Kumar | Archives of Computational Methods in Engineering, Springer (IF=7.242) | A comprehensive review on image encryption techniques | SCI |
| 2019 | Dilbag Singh, Vijay Kumar | Archives of Computational Methods in Engineering, Springer (IF=7.242) | A comprehensive review of computational dehazing techniques | SCI |
| 2019 | Dilbag Singh, Vijay Kumar | Science China Information Sciences, Springer (IF=2.731) | Single image defogging by gain gradient image filter, Vol. 62(7), pp.079101:1-079101:3 | SCI |
| 2019 | Gaurav Dhiman, Vijay Kumar | Applied Intelligence, Springer (IF=2.882) | KnRVEA: A Hybrid Evolutionary Algorithm based on Knee Points and Reference Vector Adaptation Strategies for Many-objective Optimization, Vol. 49(7), pp.2434-2460 | SCI |
| 2019 | Gaurav Dhiman, Vijay Kumar | Knowledge Based Systems, Elsevier (IF=5.921) | Seagull Optimization Algorithm: Theory and its Applications for Large Scale Industrial Engineering Problems, Vol. 165, pp. 169-196 | SCI |
| 2019 | Dilbag Singh, Vijay Kumar | Signal Processing: Image Communication, Elsevier (IF=2.814) | Image Dehazing using Moore neighborhood-based Gradient Profile Prior, Vol. 70, pp. 131-144 | SCI |
| 2019 | Dinesh Kumar, Vijay Kumar, Rajani | Modern Physics Letters A, World Scientific (IF=1.308) | Automatic Clustering using Quantum based Multi-objective Emperor Penguin Optimizer and its Applications to Image Segmentation | SCI |
| 2019 | Dilbag Singh, Vijay Kumar, Manjit Kaur | Applied Intelligence, Springer (IF=2.882) | Single Image Dehazing using Gradient Channel Prior | SCI |
| 2019 | Ashish Gridhar, Vijay Kumar | Journal of Ambient Intelligence and Humanized Computing, Springer (IF=4.594) | A reversible and affine invariant 3D data hiding technique based on difference shifting and logistic map | SCI |
| 2019 | Vijay Kumar, Avneet Kaur | Journal of Ambient Intelligence and Humanized Computing, Springer (IF=4.594) | Binary Spotted Hyena Optimizer and its Application to Feature Selection | SCI |
| 2019 | Dilbag Singh, Vijay Kumar, Manjit Kaur | Multimedia Tools and Applications, Springer (IF=2.331) | Image dehazing using window-based integrated means filter | SCI |
| 2020 | Sahil Sharma, Vijay Kumar | Multimedia Tools and Applications, Springer (IF=2.331) | Voxel Based 3D Face Reconstruction and Its Application to Face Recognition Using Sequential Deep Learning | SCI |
| 2020 | Manjit Kaur, Dilbag Singh, Vijay Kumar, Kehui Sun | Information Sciences, Elsevier (IF=5.910) | Color Image Dehazing using Gradient Channel Prior and Guided L0 Filter | SCI |
| 2020 | Gaurav Dhiman, Meenakshi Garg, Vijay Kumar , Atulya Nagar, Mohammad Dehghani | Journal of Ambient Intelligence and Humanized Computing, Springer (IF=4.594) | A Novel Algorithm for Global Optimization: Rat Swarm Optimizer | SCI |
| 2020 | Dilbag Singh , Vijay Kumar , Vaishali Yadav, Manjit Kaur | International Journal of Pattern Recognition and Artificial Intelligence, Springer (IF=1.375) | Deep Convolutional Neural Networks based Classification model for COVID-19 Infected Patients using Chest X-ray Images | SCI |
| 2020 | Dilbag Singh, Vijay Kumar, Vaishali Yadav, Manjit Kaur | European Journal of Clinical Microbiology & Infectious Diseases, Springer (IF=2.837) | Classification of COVID-19 patients from chest CT images using multi-objective differential evolution based convolutional neural networks | SCI |
| 2020 | Aayush Jaiswal, Neha Gianchandani, Dilbag Singh, Vijay Kumar, Manjit Kaur | Journal of Biomolecular Structure & Dynamics, Springer (IF=3.310) | DenseNet201 based deep transfer learning model to classify the COVID-19 infected patients | SCI |
| 2020 | Sahil Sharma, Vijay Kumar | Multimedia Tools and Applications, Springer (IF=2.331) | Voxel-based 3D occlusion-invariant face recognition using game theory and simulated annealing | SCI |
| 2020 | Nripendra Narayan Das, Naresh Kumar, Manjit Kaur, Vijay Kumar, Dilbag Singh | Innovation and Research in Biomedical Engineering, Elsevier (IF=1.022) | Automated deep transfer learning-based approach for detection of COVID-19 infection in chest X-rays images | SCI |
| 2020 | Rajesh Kondabala, Vijay Kumar, Amjad Ali, Manjit Kaur | Modern Physics Letters B, World Scientific (IF=1.224) | A novel astrophysics based framework for prediction of binding affinity of glucose binder | SCI |
| 2020 | Vijay Kumar, Avneet Kaur, Kamlender Kaur Kaleka | Wireless Personal Communications, Springer (IF=1.061) | Spiral-inspired Spotted Hyena Optimizer and its Application to Constraint Engineering Problems | SCI |
| 2020 | Manjit Kaur, Dilbag Singh, Vijay Kumar | Applied Physics B: Lasers and Optics, Springer (IF=1.813) | Color image encryption using minimax differential evolution based 7D hyper-chaotic map | SCI |
| 2020 | Vijay Kumar, Ashish Girdhar | Multimedia Tools and Applications, Springer (IF=2.331) | A 2D logistic map and Lorenz-Rossler chaotic system based RGB image encryption approach | SCI |
| 2020 | Ashish Girdhar, Himani Kapur, Vijay Kumar, Manjit Kaur, Dilbag Singh, Robertas | Air Quality, Atmosphere & Health, Springer (IF=2.870) | Effect of COVID-19 Outbreak on Urban Health and Environment | SCI |
| 2020 | Sahil Sharma, Vijay Kumar | IET Biometrics, IET (IF=1.821) | 3D Landmark-based Face Restoration for Recognition using Variational Autoencoder and Triplet Loss | SCI |
| 2020 | Sourabh Katoch, Sumit Singh Chauhan, Vijay Kumar | Multimedia Tools and Applications, Springer (IF=2.331) | A Review on Genetic Algorithm: Past, Present, and Future | SCI |
| 2020 | Rajesh Kondabala, Vijay Kumar, Amjad Ali | Journal of Molecular Graphics and Modelling, Elsevier (IF=2.079) | Design a Synthetic Glucose Receptor using Computational Intelligence Approach | SCI |
| 2020 | Manjit Kaur, Dilbag Singh, Vijay Kumar | Journal of Ambient Intelligence and Humanized Computing, Springer (IF=4.594) | Rapid COVID-19 diagnosis using ensemble deep transfer learning models from chest radiographic images | SCI |
| 2020 | Manjit Kaur, Dilbag Singh, Vijay Kumar | Current Pharmaceutical Design, (IF=2.208) | Drug Synergy Prediction Using Dynamic Mutation based Differential Evolution | SCI |
| 2020 | Vijay Kumar, Dinesh Kumar | Archives of Computational Methods in Engineering, Springer (IF=7.242) | A Systematic Review on Firefly Algorithm: Past, Present, and Future | SCI |
| 2021 | Neeraj Sharma, Vijay Kumar, Sunil Singla | Archives of Computational Methods in Engineering, Springer (IF=7.242) | Single Image Defogging using Deep Learning Techniques: Past, Present and Future | SCI |
| 2021 | Manjit Kaur, Dilbag Singh, Vijay Kumar | Applied Intelligence, Springer (IF=3.325) | Densely connected convolutional networks-based COVID-19 screening model | SCI |
| 2021 | Vijay Kumar, Sahil Sharma | Wireless Personal Communications, Springer (IF=1.061) | Performance evaluation of machine learning based face recognition techniques | SCI |
| 2021 | Ashish Girdhar, Himani Kapur, Vijay Kumar | Applied Physics B: Lasers and Optics, Springer (IF=1.813) | A novel grayscale image encryption approach based on chaotic maps and image blocks | SCI |
| 2021 | Manjit Kaur, Vijay Kumar, Vaishali Yadav ,Dilbag Singh, Naresh Kumar, Nripendra Narayan Das | Journal of Healthcare Engineering (IF=1.803) | Metaheuristic-based Deep COVID-19 Screening Model from Chest X-Ray Images | SCI |
| 2021 | Mahima Dubey, Vijay Kumar, Manjit Kaur, Thanh-Phong Dao | Mathematical Problems in Engineering (IF=1.009) | A Systematic Review on Harmony Search Algorithm: Theory, Literature, and Applications | SCI |
| 2021 | Vijay Kumar, Dilbag Singh, Manjit Kaur, Robertas Damaševičius | PeerJ Computer Science (IF=3.09) | Overview of current state of research on the application of artificial intelligence techniques for COVID-19 | SCI |
| 2021 | Minakshi Kalra, Shobhit Tyagi, Vijay Kumar, Manjit Kaur, Wali Khan Mashwani, Habib Shah, Kamal Shah | Mathematical Problems in Engineering (IF=1.009) | A Comprehensive Review on Scatter Search: Techniques, Applications, and Challenges | SCI |
| 2021 | Vijay Kumar, Nitin Dogra | Archives of Computational Methods in Engineering, Springer (IF=7.242) | A Comprehensive Review on Deep Synergistic Drug Prediction Techniques for Cancer | SCI |
Conference Publications
| Year | Author(s) | Conference | Title | Indexing |
|---|---|---|---|---|
| 2019 | Kamalinder Kaur Kaleka, Avneet Kaur, Vijay Kumar | International Conference on Sustainable Computing in Science, Technology and Management (SUSCOM), Amity University Rajasthan, Jaipur - India, February 26-28, 2019 | Design and Development of Soft Computing Toolbox using Metaheuristics | Scopus |
| 2019 | Rajesh Kondabala, Vijay Kumar, Amjad Ali | International Conference on Sustainable Computing in Science, Technology and Management (SUSCOM), Amity University Rajasthan, Jaipur - India, February 26-28, 2019 | Computational Intelligence Tools to Study Molecular Interactions for Drug Design | Scopus |
| 2018 | Divya Agarwal, Vijay Kumar | IEEE International Conference on Advances in Computing, Communications and Informatics (ICACCI), 19-22 Sept., 2018 | An Improved Firefly Algorithm for the Vehicle Routing Problem with Time Windows | INSPEC Accession Number: 18291091 |
| 2017 | Rimmi Anand, Vijay Kumar | IEEE International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT), 6-7 July, 2017 | Firefly algorithm for reliable protection in distribution networks | INSPEC Accession Number: 17720704 |
| 2017 | Divya Agarwal, Vijay Kumar, Ashish Girdhar | IEEE International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT), 6-7 July, 2017 | Lagrangian relaxation for the vehicle routing problem with time windows | INSPEC Accession Number: 17720704 |
| 2016 | Seema Gill, Vijay Kumar | IEEE International Conference on Inventive Computation Technologies (ICICT), Coimbatore, 26-27 Aug., 2016 | Modified Grey Wolf Algorithm for optimization problems | INSPEC Accession Number: 16620654 |
| 2016 | Vijay Kumar, Jitender Kumar Chhabra and Dinesh Kumar | International Symposium on Fusion of Science and Technology, New Delhi, 18-22 January 2016 | Improved Grey Wolf Algorithm for Optimization Problems | - |
| 2015 | Vijay Kumar, Jitender Kumar Chhabra and Dinesh Kumar | International Conference on Future Computational Technologies, Singapore, 29-30 March 2015 | A Hybrid Approach for Data Clustering using Expectation-Maximization and Parameter Adaptive Harmony Search Algorithm | - |
| 2011 | Vijay Kumar, Jitender Kumar Chhabra and Dinesh Kumar | International Multi Conference on Intelligent Systems, Sustainable, New and Renewable Energy Technology and Nanotechnology, Klawad, Jagadhri, India, 2011 | Skull Stripping from MRI Brain Images Using Morphological Operations: A Study and Implementation | - |
| 2010 | Vijay Kumar, Dinesh Kumar | IEEE International Advance Computing Conference, Patiala, India, 19-21 Feb. 2010 | Performance evaluation of DWT based image steganography | INSPEC Accession Number: 11155879 |
| 2009 | Vijay Kumar, Dinesh Kumar | International Conference on Intelligent Systems & Networks, Klawad, Jagadhri, India, 2009 | Digital Watermarking using SVD and Blocked SVD: A Study | - |
Book/Chapters Written
| Type (Book/Chapter) | Author(s) | Title | Publisher | ISBN/ISSN No. | Year |
|---|---|---|---|---|---|
| Book Chapter | Vijay Kumar, Dinesh Kumar | Digital Image Steganography Based on Combination of DWT and DCT. Information and Communication Technology, LNCS-CCIS, vol 101 | Springer | 9783642157653 | 2010 |
| Book Chapter | Vijay Kumar, Dinesh Kumar | Improving the Performance of Color Image Watermarking Using Contourlet Transform. Advances in Computer Science and Information Technology, LNCS-CCIS, vol 131 | Springer | 9783642178566 | 2011 |
| Book Chapter | Vijay Kumar, Jitender Kumar Chhabra, Dinesh Kumar | Initializing Cluster Center for K-Means Using Biogeography Based Optimization. Advances in Computing, Communication and Control, LNCS-CCIS, vol 125 | Springer | 9783642184390 | 2011 |
| Book Chapter | Vijay Kumar, Jitender Kumar Chhabra, Dinesh Kumar | Impact of distance measures on the performance of clustering algorithms. In: Mohapatra D., Patnaik S. (eds) Intelligent Computing, Networking, and Informatics Advances in Intelligent Systems and Computing | Springer | 9788132216650 | 2013 |
| Book Chapter | Vijay Kumar, Jitender Kumar Chhabra, Dinesh Kumar | MRI brain image segmentation using GSA based clustering. Research Developments in Computer Vision and Image Processing: Methodologies and Applications | IGI Global | 9781466645585 | 2014 |
| Book Chapter | Vijay Kumar, Dinesh Kumar | Data clustering using Sine-Cosine Algorithm, Chapter 31 in Handbook of Research on Machine Learning Innovations and Trends | IGI Global | 9781522522294 | 2017 |
| Book Chapter | Minakshi Kalra, Dilbag Singh, Vijay Kumar | Soft computing based simulated model for enhancing applicability of e-governance, Chapter 17 in The Stances of e-Government | Taylor & Francis | 9780203731451 | 2018 |
| Book Chapter | Rajesh Kondabala , Vijay Kumar | Computational Intelligence Tools for Protein Modeling. In: Yadav N., Yadav A., Bansal J., Deep K., Kim J. (eds) Harmony Search and Nature Inspired Optimization Algorithms. Advances in Intelligent Systems and Computing vol. 741 | Springer | 9789811307607 | 2019 |
| Book Chapter | Gaurav Dhiman, Vijay Kumar | Spotted Hyena Optimizer for Solving Complex and Non-linear Constrained Engineering Problems. In: Yadav N., Yadav A., Bansal J., Deep K., Kim J. (eds) Harmony Search and Nature Inspired Optimization Algorithms. Advances in Intelligent Systems and Computing vol. 741 | Springer | 9789811307607 | 2019 |
| Book Chapter | Sahil Sharma, Vijay Kumar | Transfer Learning in 2.5D Face Image for Occlusion Presence and Gender Classification, Chapter 6 in Handbook of Research on Deep Learning Innovations and Trends | IGI Global | 9781522578628 | 2019 |
| Book Chapter | Manjit Kaur, Vijay Kumar, Dilbag Singh | An efficient image steganography method using multi-objective differential evolution | Elsevier | 9780128194386 | 2020 |
| Book Chapter | Riyazveer Singh, Sahil Kumar, Vijay Kumar | Machine Intelligence-based Approach for Effective Terrorism Monitoring | Taylor & Francis | 9781003006602 | 2021 |
| Book Chapter | Riyazveer Singh, Sahil Sharma, Vijay Kumar | Green communication technology, IOT, VR, AR in smart environment | Taylor & Francis | 9781003121619 | 2021 |
| Book Chapter | Pritam Verma, Vijay Kumar | Visual Quality Improvement using Single Image Defogging Technique | Apple Academic Press | xxxx | 2021 |
| Book Chapter | Isha Sharma, Rahul Gupta, Vijay Kumar | Skull stripping and Tumor detection using 3 Dimensional U-Net | Elsevier | xxxx | 2021 |
| Book Chapter | Varan Singh Rohila, Karan Kumar Barnwal, Vijay Kumar | Distracted Driver Detection System using Deep Learning Technique | IGI Global | xxxx | 2021 |
Research Supersion
| Programme Name | Scholar Name | Research Topic | Status | Year | Co-Superivisor(s) |
|---|---|---|---|---|---|
| M.Tech | Aman Paul | Development of Association Rule Mining for Knowledge Analysis Using Apriori Algorithm | Completed | 2012 | None |
| M.Tech | Dipali | Analysis of Integer Factorization Techniques Used in RSA | Completed | 2013 | None |
| M.Tech | Rma Agarwal | Performance Evaluation of Image Segmentation Techniques | Completed | 2013 | None |
| M.Tech | Ritu Ganda | Knowledge Discovery from Database using an Integration of Clustering and Association Rule Mining | Completed | 2014 | None |
| M.Tech | Pratibha | Performance Evaluation of Skull Stripping Methods and Tools | Completed | 2014 | None |
| M.Tech | Divya | Comparison of Cryptographic Algorithms AES and DES | Completed | 2015 | None |
| M.Tech | Ajay Goel | Digital image steganography technique using discrete wavelet transform | Completed | 2016 | None |
| M.Tech | Seema Gill | Design and Development of Grey Wolf Metaheuristic Technique with Application to Combinatorial Optimization Problem | Completed | 2016 | None |
| M.Tech | Manpreet Singh | Design a Distribution Network for Production Company using Facility Allocation Algorithms | Completed | 2017 | None |
| M.Tech | Rimmi Anand | Design and Development of Reliable Capacitated Facility Location for Distribution Network Design | Completed | 2017 | None |
| M.Tech | Divya Agarwal | Development of Efficient Approaches for Solving the Vehicle Routing Problem with Time Windows | Completed | 2017 | Mr Ashish Gridhar |
| M.Tech | Avneet Kaur | Design and development of Binary metaheuristic algorithms for feature selection | Completed | 2019 | None |
| M.Tech | Kamalinder Kaur | Development of Chaotic Metaheuristic Algorithm for Engineering Design Problems | Completed | 2019 | Dr P S Rana |
| Ph.D | Dilbag Singh | Design and Development of Visibility Restoration Techniques for Weather Degraded Images | Awarded | 2019 | None |
| Ph.D | Manjit Kaur | Development of Efficient Color Image Encryption Techniques using Evolutionary Optimization | Awarded | 2019 | None |
| Ph.D | Gaurav Dhiman | Multi-objective Metaheuristic Approaches for Data Clustering in Engineering Application(s) | Awarded | 2019 | None |
| Ph.D | Ashish Girdhar | Development of Efficient Image Steganography System for 3D Image Models | Awarded | 2019 | None |
| Ph.D | Rajani | Development of Multiobjective Techniques for Segmentation | Submitted | 2020 | Dr Dinesh Kumar |
| M.Tech | Lalit Yadav | Development of Wild Animal Detection Technique Using Machine Learning Approaches | Completed | 2020 | None |
| M.Tech | Naresh Kumar | Forest Fire Detection Using Machine Learning Techniques | Completed | 2020 | None |
| M.Tech | Pritam Verma | Visual Quality Improvement using Single Image Defogging Technique | Completed | 2020 | None |
| Ph.D | Sahil Sharma | Metaheuristic Approaches for Occlusion Invariant 3D Face Recognition Technique | Submitted | 2020 | None |
| M.Tech | Saloni Laddha | COVID-19 Diagnosis and Classification using Deep Learning and GAN Augmentation on Chest X-Rays | Submitted | 2021 | None |
| M.Tech | Aniket | Image steganographic model using Generative Adversarial Networks | Submitted | 2021 | None |
| M.Tech | Nitin Dogra | DRUG SYNERGY USING DEEP LEARNING TECHNIQUES | Submitted | 2021 | None |
Patents
| Name | Reg./Ref.No. | Date of Award/Filling | Awarding Agencies | Status |
|---|---|---|---|---|
| Smog Elimination System and Method | Application No. 201911036469 | 10/09/2019 | Indian Patent Office | Submitted |
Conferences/Workshop/Courses Organized
| Category | Type | Title | Venue | From | To | Designation |
|---|
Expert Talks
| Title | Place | Year | Description of Event |
|---|---|---|---|
| Fundamentals of Deep Learning | RIET, Jaipur | 2019 | TEQIP-III sponsored five days Faculty Development Program on “Deep Learning and Big Data Analytics” at RIET, Jaipur from 24-28 June 2019 |
| Transfer Learning | JIIIT, Noida | 2019 | One week Short Term Course on “Deep Learning and its Applications” from July 1 –6, 2019 |
Consultancy
| Title of Consultancy | Client Organization | Faculty Involved | Amount(INR) | Status |
|---|
International and National Exposure
| Sr.No. | Title | Description |
|---|
Honors & Recognitions Achieved
| Sr.No. | Title | Activity | Given By | Year |
|---|---|---|---|---|
| 1 | Young Teacher award | Contribution towards research community | Mody University, Rajasthan | 2018 |