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Dr. Prakash Choudhary
Assistant ProfessorPrakash Choudhary is an Assistant Professor at the Department of Computer Science and Engineering, at National Institute of Technology Hamirpur, India since, December 21, 2018. He was an Assistant Professor from December 2013 to December 2018 in the Department of Computer Science and Engineering at National Institute of Technology Manipur. He received Ph.D. degree from Malaviya National Institute of Technology Jaipur in 2016, the M.Tech degree from Visvesvaraya National Institute of Technology Nagpur in 2012, and B.E. in Information Technology from Govt. Engineering College Ajmer (Rajasthan University) in 2009. His areas of Research include Computer Vision and Image Processing: Content Based Image Retrieval, Automatic Image Annotation, Medical Imaging, Biometrics, Multilingual Text Recognition in Indian Scripts, Machine Learning and Pattern Recognition.
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General Information
| Name | : | Dr. Prakash Choudhary |
| Designation | : | Assistant Professor |
| Department | : | Computer Science & Engineering |
| Qualification | : | PhD |
| Date of Birth | : | 01/01/1987 |
| Date of joining | : | 21/12/2018 |
Contact Details
| Phone | : | 98272 |
| Email ID | : | pc@nith.ac.in |
Specialization
Position Held
| Position | Department Name | Institute Name | Time Period |
|---|
Educational Qualification
| Name of the Degree | Year of Passing | Institute/University |
|---|---|---|
| Bachelor of Engineering | 2009 | Govt. Engineering College Ajmer |
| Master of Technology | 2012 | Visvesvaraya National Institute of Technology Nagpur |
| Ph.D. | 2016 | Malaviya National Institute of Technology Jaipur |
Honors & Recognitions Achieved
| Sr.No. | Title | Activity | Given By | Year |
|---|
Research Experience
| Research Interests : | Document Image Analysis, Bioinformatics, Algorithms in Distributed Systems, Medical Image Processing, Computer Vision and Pattern Recognition, Machine Learning and AI | |
| Brief Research Statement : |
Journal Publications
| Year | Author(s) | Title & Vol. No. | Journal Name | Indexing (SCI) Web of Science/Scopus |
|---|---|---|---|---|
| 2016 | Prakash Choudhary and Neeta Nain | A Four-Tier Annotated Urdu Handwritten Text Image Dataset for Multidisciplinary Research on Urdu Script, Vol. 15(4) | ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP) | SCI |
| 2018 | PK Bhagat and Prakash Choudhary | Image Annotation: Then and Now, Vol. 80(3) | Image and Vision Computing | SCI |
| 2018 | Sanasam Inunganbi and Prakash Choudhary | Recognition of Handwritten Meitei Mayek Script Based on Texture Feature 7(5) | International Journal of Natural Language Computing(IJNLC) | Other |
| 2019 | S. inunganbi, Prakash Choudhary and K. Mangalem Singh | Local Texture Descriptors and Projection Histogram based Handwritten Meitei Mayek Character Recognition | Multimedia Tools and Applications | SCI |
| 2019 | Prakash Choudhary and Abhishek Hazra | Chest Disease Radiography in Twofold: Using Convolutional Neural Networks and Transfer Learning, | Evolving Systems | SCI |
| 2020 | Sanasam Inunganbi, Prakash Choudhary and Khumanthem Manglem | Meitei Mayek handwritten dataset: compilation, segmentation, and character recognition | The Visual Computer | SCI |
| 2020 | Prakash Choudhary and Neeta Nain | CALAM: Model-Based Compilation and Linguistic Statistical Analysis of Urdu Corpus Vol. 45(20) | Sadhana | SCI |
| 2020 | Abhishek Hazra, Prakash Choudhary, Sanasam Inunganbi & Mainak Adhikari | Bangla-Meitei Mayek Scripts Handwritten Character Recognition using Convolutional Neural Network | Applied Intelligence | SCI |
| 2020 | Sanasam Inunganbi, Prakash Choudhary and Khumanthem Manglem Singh | Line and word segmentation of handwritten text document by mid-point detection and gap trailing | Multimedia Tools and Applications | SCI |
| 2021 | PK Bhagat and Prakash Choudhary | A Novel Approach based on Fully Connected Weighted Bipartite Graph for Zero-Shot Learning Problems (68) | Journal of Ambient Intelligence and Humanized Computing | SCI |
| 2020 | Sanasam Inunganbi, Prakash Choudhary and Kh. Singh | Handwritten Meitei Mayek recognition using three‐channel convolution neural network of gradients and gray 37(6) | Computational Intelligence | SCI |
| 2021 | Tarun Agrawal and Prakash Choudhary | FocusCovid: automated COVID-19 detection using deep learning with chest X-ray images | Evolving Systems | SCI |
| 2022 | Tarun Agrawal and Prakash Choudhary | Segmentation and classification on chest radiography: a systematic survey | The Visual Computer | SCI |
| 2022 | Tarun Agrawal and Prakash Choudhary | EfficientUNet: Modified encoder‐decoder architecture for the lung segmentation in chest x‐ray images | Expert Systems | SCI |
| 2022 | PK Bhagat, Prakash Choudhary and Khumanthem Manglem Singh | A study on zero-shot learning from semantic viewpoint | Expert Systems With Applications | SCI |
Conference Publications
| Year | Author(s) | Title | Conference name with place | Indexing (SCI/Web of science/Scopus) |
|---|---|---|---|---|
| 2014 | Prakash Choudhary and Neeta Nain | An Annotated Urdu Corpus of Handwritten Text Image and Benchmarking of Corpus | 37th International ICT Convention MIPRO, University of Zagreb, Croatia | IEEE, Scopus |
| 2014 | Prakash Choudhary, Neeta Nain and Mushtaq Ahmed | A unified approach for the development of Urdu Corpus for OCR and demographic purpose | 7th International Conference on Machine Vision (ICMV 2014), Milan, Italy | SPIE, Scopus |
| 2015 | Prakash Choudhary and Neeta Nain | Adaptive Semantics Web-Based Approach for E-Education Using The Static Annotated Corpus | 2nd International Conference on Education Technologies and Computers (ICETC 2015) | IEEE, Scopus |
| 2015 | Prakash Choudhary, Neeta Nain and Mushtaq Ahmed | A Structure for Annotation and Ground-Truthing of Urdu Handwritten Text Image Corpus | 7th International Conference on Corpus Linguistics, University of Valladolid, Spain. | Elsevier, Web of Science |
| 2016 | Prakash Choudhary, Neeta Nain and Manindra Nehra | A Framework for Compilation of Multi-lingual Handwritten Database: Four Levels XML Ground-Truth | 11th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), Bangkok Thailand | IEEE, Scopus |
| 2017 | Sheetal Singh and Prakash Choudhary | Stroke Prediction using Artificial Intelligence | 8th UEM Congress on Disruptive Technology and Disruptive Innovation-A Renaissance of this Century | IEEE, Scopus |
| 2017 | Maninder Singh Nehra, Neeta Nain, Mushtaq Ahmed, Prakash Choudhary and Deepa Modi | Amalgamated Approach for Devanagari Script Corpus for OCR & Demographic Purpose and XML for Linguistic Annotation | 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), MNIT Jaipur | IEEE, Scopus |
| 2018 | PK Bhagat and Prakash Choudhary | Multiclass Segmentation of Brain Tumor from MRI Images | SIGMA, NSIT Delhi | Springer |
| 2018 | Abhishek Hazra and Prakash Choudhary | An Advance Forward Pointer Based Routing In Wireless Mesh Network | SIGMA, NSIT Delhi | Springer |
| 2018 | RabiKumar Meitram and Prakash Choudhary | Palm Vein Recognition Based on 2D Gabor Filter and Artificial Neural Network | 7th International Conference on Frontier on Information Technology (ICFIT), Paris | Scopus |
| 2018 | Abhishek Hazra, Prakash Choudhary and Oinam Vivek | An Advance Mobility Management Scheme in Wireless Network | 9th International Conference on Computing, Communication and Networking Technologies, IISc Bangalore | IEEE, Scopus |
| 2018 | Sanasam Inunganbi and Prakash Choudhary | Recognition of Meitei Mayek Using Statistical Texture and Histogram Feature | International Conference on Image Processing and Pattern Recognition (RTIP2R), Solapur University Maharastra | Springer, Scopus |
| 2018 | Sanasam Inunganbi and Prakash Choudhary | Recognition of Handwritten Meitei Mayek and English Alphabets using Combination of Spatial Features | 18th International Conference on Intelligent Systems Design and Applications (ISDA), VIT Vellore | Springer, Scopus |
| 2019 | Oinam Vivek Singh and Prakash Choudhary | A Study on Convolution Neural Network for Breast Cancer Detection | International Conference on Advanced Computational and Communication Paradigms (ICACCP), Sikkim Manipal Institute of Technology (SMIT), Sikkim | IEEE, Scopus |
| 2018 | Abhishek Hazra, Prakash Choudhary, M. Sheetal Singh | Recent Advances in Deep Learning Techniques and its Applications: An Overview | International Conference on Biomedical Engineering Science and Technology (CBEST), NIT Raipur | IEEE, Scopus |
| 2017 | Daijiry Narzary, Pankhuri Asthana, Mrinal Kanti Sarkar, Prakash Choudhary | Sensorlessspeed control of permanent magnet synchronous machine using higher order sliding modefunctional observer | 2nd IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology (RTEICT), Bangalore | IEEE, Scopus |
| 2017 | Sourav Mondal and Prakash Choudhary | Detection of Normal and Abnormal ECG Signal Using ANN | 12th International Joint Symposium on Artificial Intelligence and Natural Language Processing (SNLP2017) | Springer, Scopus |
| 2019 | PK Bhagat and Prakash Choudhary | An Efficient Image Bag Generator for Multi-instance Multi-label Learning | 42nd International Convention CIS - Intelligent Systems, Opatija. Croatia, | IEEE, Scopus |
| 2019 | Abhishek Hazra, Prakash Choudhary, Arjun Choudhary | Diagnosis of Chest Diseases in X-Ray images using Deep Convolutional Neural Network | 10th ICCCNT, IIT Kanpur | IEEE, Scopus |
| 2019 | Sanasam Inunganbi, Prakash Choudhary and Khumanthem Manglem | Manipuri Handwritten Character Recognition by Convolutional Neural Network | Computer Vision and Image Processing, MNIT Jaipur | Springer |
| 2019 | Oinam Vivek Singh, Prakash Choudhary and Khelchandra Thongam | A Study on Deeplearning for Breast Cancer detection in Histopathological images | Computer Vision and Image Processing, MNIT Jaipur | Springer |
| 2019 | M. Sheetal Singh, Prakash Choudhary and Khelchandra Thongam | A Comparative Analysis for Various Stroke Prediction Techniques | Computer Vision and Image Processing, MNIT Jaipur | Springer |
| 2021 | Tarun Agrawal and Prakash Choudhary | Automated COVID-19 detection using Deep Convolutional Neural Network and Chest X-ray Images | International Conference on Computational Performance Evaluation (ComPE) | IEEE |
Research Projects
| Role | Project Type | Title | Funding Agency | From | To | Amount | Status | Co-Investigator | Sanction Order | Sanction Date |
|---|
Research Supervision
| Programme Name | Scholar Name | Research Topic | Status | Year | Co-Suprivisor(s) |
|---|---|---|---|---|---|
| M.Tech | Khusboo Uprety | Application of Polar Harmonic Transforms in Thumb Impression Recognition | Completed | 2016 | No |
| M.Tech | Polem Joshila Devi | Human Gait Identification using SVD | Completed | 2016 | No |
| M.Tech | Rabikumar Meitram | Palm Vein Recognition Based on 2D Gabor Filter and Artificial Neutral Network | Completed | 2016 | No |
| M.Tech | PK Bhagat | Enhanced Local Texture Feature Sets for Brian Tumor Classification | Completed | 2017 | No |
| M.Tech | M Sheetal Singh | Stroke Prediction using Artificial Intelligence | Completed | 2017 | No |
| M.Tech | Sourav Mondal | Detection of Normal and Abnormal ECG Signal using Artificial Neutral Network | Completed | 2017 | No |
| M.Tech | Amit Sharma | Automatic Image Annotation Using Support Vector Machine | Completed | 2018 | No |
| M.Tech | Kumar Shivam | Automatic Video Surveillance For Detecting Motorcyclist Without Helmet | Completed | 2018 | No |
| M.Tech | Thota Pradeep | A Randomized Load Balancing Criteria Using Traffic Flow in SDN | Completed | 2018 | No |
| M.Tech | Abhishek Hazra | Chest Disease diagnosis Using Deep Convolutional Neural Network | Completed | 2018 | No |
| M.Tech | Ashita Batra | A Hybrid Architecture of Wavelet Decomposition and CNN for Multi-Focus Image Fusion | Completed | 2020 | No |
| M.Tech | Gourav Kandoria | A tool to build Vocabulary using Spaced Repetition Learning | Completed | 2020 | No |
| M.Tech | Shubham Sharma | Disease detection in a Chest X-ray using deep learning | Completed | 2020 | No |
| M.Tech | Apurav Sen | Performance Analysis between Apache Tez and Apache Spark | Completed | 2020 | No |
| M.Tech | Anshul Sharma | Depth Estimation via Encoder-Decoder Architecture | Completed | 2021 | No |
| M.Tech | Ashruti | Emotion Cause pair extraction: An improvised technique | Completed | 2021 | No |
| M.Tech | Sameer Mansuri | Skin Lesion Classification using Hierarchical Convolutional Neural Network | Completed | 2021 | No |
| M.Tech | Sumit Singh Chauhan | Intelligent Chatbot using LSTM-RNN and Attention Mechanism | Completed | 2021 | No |
| M.Tech | Naman Sharma | Sarcasm Detection Using Keras-BERT | Completed | 2021 | No |
| Ph.D | PK Bhagat | Automatic Image Annotation to Zero- Shot Learning: Labeling Seen and Unseen Classes | Completed | 2021 | Yes |
| Ph.D | Tarun Agrawal | Segmentation and classification using deep learning and chest radiography | Open Seminar Completed | 2022 | No |
| Ph.D | Sanasam Chanu Inunganbi | Developing Offline Handwritten Recognition Systems for Meitei Mayek | Completed | 2020 | Yes |
Patents
| Title | Reg./Ref.No. | Date of Award/Filling | Awarding Agencies | Status |
|---|
Teaching Experience
| Position Held | Department and Organization | From | To | Total Experience |
|---|---|---|---|---|
| Assistant Professor | Computer Science and Engineering, National Institute of Technology Manipur | 30/12/2013 | 20/12/2018 | 4 Year 11 Months 22 Days |
| Assistant Professor | Computer Science and Engineering, National Institute of Technology Hamirpur | 21/12/2018 | Till Date |
Administrative Experience
| Position Held | Department and Organization | From | To |
|---|---|---|---|
| Warden | National Institute of Technology Manipur | 23/01/2014 | 02/01/2017 |
| Central Public Information Officer (CPIO) | National Institute of Technology Manipur | 16/05/2018 | 20/12/2018 |
| HOD | CSE, National Institute of Technology Manipur | 03/01/2017 | 20/12/2018 |
| Training and Placement Officer | National Institute of Technology Manipur | 23/09/2015 | 23/09/2018 |
| CSAB-2019, Deputy Center In-charge | National Institute of Technology Hamirpur | 28/01/2019 | |
| Assistant Faculty Incharge (Institute Time Table) | National Institute of Technology Hamirpur | 18/04/2019 | 02/08/2020 |
| Assistant Faculty Incharge (Student Dicipline) | National Institute of Technology Hamirpur | 16/04/2019 | 03/12/2019 |
| Swayam and MOOCS Institute coordinator | National Institute of Technology Hamirpur | 22/03/2019 | 21/06/2021 |
| Assistant Faculty Incharge (Computer Center) | National Institute of Technology Hamirpur | 04/10/2019 | 02/08/2020 |
| OIC Purchase | National Institute of Technology Hamirpur | 17/02/2020 | |
| OIC Image Processing | National Institute of Technology Hamirpur | 17/02/2020 |
Book/Chapters Written
| Type | Title | Publisher | Author(s) | ISBN/ISSN No. | Year |
|---|---|---|---|---|---|
| Book Chapter | Smart Innovation, Systems and Technologies | Springer | Prakash Choudhary and Neeta Nain | 978-81-322-2207-1 | 2014 |
| Book Chapter | Transaction on Computational Science | Springer | Prakash Choudhary and MP Kurhekar | 978-3-662-56499-8 | 2018 |
| Book Chapter | Advances in Intelligent Informatics, Smart Technology and Natural Language Processing | Springer | Sourav Mondal and Prakash Choudhary | 978-3-319-94702-0 | 2018 |
| Book Chapter | Applications of Artificial Intelligence Techniques in Engineering | Springer | PK Bhagat and Prakash Choudhary | 978-981-13-1819-1_51 | 2018 |
| Book Chapter | Embedded Sensors in U-Healthcare | Elsevier | PK Bhagat and Prakash Choudhary | 9780128153703 | 2019 |
| Book Chapter | Skin Lesion Classification Using Deep Tree Convolution Neural Network | crc press taylor & francis | Prakash Choudhary and Sameer Mansuri | Accept | 2021 |
Expert Talks
| Title | Place | Year | Description of Event |
|---|---|---|---|
| Research Methods and Hypothesis | BK Birla Institute of Engineering & Technology Pilani | 2018 | FDP on Research Methodology and Latex |
| Image Labeling using Semi supervised Learning | NIT Manipur | 2018 | Workshop on Computer Vision and Image Processing |
| Intelligent Systems (Intelligence Agents, Fuzzy logic, NN and Genetic Algorithm) | NIT Manipur | 2019 | Two Days Seminar on Intelligent Systems |
| Image Annotation Using Zero Shot Learning | NIT Hamirpur | 2019 | Workshop on Artificial Intelligence and Machine Learning |
| Automatic Image Annotation | NIT Warangal | 2020 | Workshop on Big Image Data Processing using Deep Learning Techniques |
Consultancy
| Title of Consultancy | Client Organization | Faculty Involved | Amount(INR) | Status |
|---|
International and National Exposure
| Sr.No. | Title | Description |
|---|---|---|
| 1 | Visit Paris to Present Paper | 7th International Conference on Frontiers of Information Technology (ICFIT 2018) from April 14-16, 2018 |
| 2 | Session Chair at CVIP 2019 | 4th International Conference on Computer Vision & Image Processing at MNIT Jaipur from Sept 27-29, 2019 |
Conferences/Courses Organized
| Category | Type | Title | Venue | From | To | Designation |
|---|---|---|---|---|---|---|
| workshop | National | Deep Learning and Applications | National Institute of Technology Manipur | 12/03/2018 | 16/03/2018 | Coordinator |
| workshop | National | Internet of Things | National Institute of Technology Manipur | 28/10/2018 | 01/11/2018 | Coordinator |
| workshop | National | Machine Learning with Python | National Institute of Technology Manipur | 02/12/2018 | 12/12/2018 | Coordinator |
| workshop | National | Computer Vision and Image Processing | National Institute of Technology Manipur | 01/12/2018 | 05/12/2018 | Coordinator |
| workshop | National | Data Science & Business Analytics with Machine Learning | National Institute of Technology Manipur | 22/01/2018 | 23/01/2018 | Coordinator |
| workshop | National | Deep Learning and Applications | National Institute of Technology Hamirpur | 27/05/2019 | 31/05/2019 | Coordinator |
Profile Summary
Last Update: 09/05/2022 04:56pm
| Name | : | Dr. Prakash Choudhary |
| Designation | : | Assistant Professor |
| Department | : | Computer Science & Engineering |
| Qualification | : | PhD |
| Phone | : | 98272 |
| Email ID | : | pc@nith.ac.in |
| Profile URL | : | https://portfolios.nith.ac.in/index.php?/nith/dr-prakash-choudhary |
| Date of Birth | : | 01/01/1987 |
| Date of Joining | : | 21/12/2018 |
Specialization
Information Retrieval, Medical Imaging, Machine Learning and Pattern Recognition, Multilingual Text Recognition, Federated Learning
Education Qualification
| Name of the Degree | Year of Passing | Institute/University |
|---|---|---|
| Bachelor of Engineering | 2009 | Govt. Engineering College Ajmer |
| Master of Technology | 2012 | Visvesvaraya National Institute of Technology Nagpur |
| Ph.D. | 2016 | Malaviya National Institute of Technology Jaipur |
Teaching Experience
| Programme Name | Department And Organization | From | To | Total Experience |
|---|---|---|---|---|
| Assistant Professor | Computer Science and Engineering, National Institute of Technology Manipur | 30/12/2013 | 20/12/2018 | 4 Year 11 Months 22 Days |
| Assistant Professor | Computer Science and Engineering, National Institute of Technology Hamirpur | 21/12/2018 | Till Date |
Administrative Experience
| Position Held | Department And Organization | From | To |
|---|---|---|---|
| Warden | National Institute of Technology Manipur | 23/01/2014 | 02/01/2017 |
| Central Public Information Officer (CPIO) | National Institute of Technology Manipur | 16/05/2018 | 20/12/2018 |
| HOD | CSE, National Institute of Technology Manipur | 03/01/2017 | 20/12/2018 |
| Training and Placement Officer | National Institute of Technology Manipur | 23/09/2015 | 23/09/2018 |
| CSAB-2019, Deputy Center In-charge | National Institute of Technology Hamirpur | 28/01/2019 | |
| Assistant Faculty Incharge (Institute Time Table) | National Institute of Technology Hamirpur | 18/04/2019 | 02/08/2020 |
| Assistant Faculty Incharge (Student Dicipline) | National Institute of Technology Hamirpur | 16/04/2019 | 03/12/2019 |
| Swayam and MOOCS Institute coordinator | National Institute of Technology Hamirpur | 22/03/2019 | 21/06/2021 |
| Assistant Faculty Incharge (Computer Center) | National Institute of Technology Hamirpur | 04/10/2019 | 02/08/2020 |
| OIC Purchase | National Institute of Technology Hamirpur | 17/02/2020 | |
| OIC Image Processing | National Institute of Technology Hamirpur | 17/02/2020 |
Research Experience
| Research Interests : | Document Image Analysis, Bioinformatics, Algorithms in Distributed Systems, Medical Image Processing, Computer Vision and Pattern Recognition, Machine Learning and AI | |
| Brief Research Statement : |
Research Projects
| Role | Project Type | Title | Funding Agency | From | To | Amount | Status | Co-Investigator | Sanction Order | Sanction Date |
|---|
Journal Publications
| Year | Author(s) | Journal Name | Title & Vol. No. | Indexing (SCI/Web of science/Scopus) |
|---|---|---|---|---|
| 2016 | Prakash Choudhary and Neeta Nain | ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP) | A Four-Tier Annotated Urdu Handwritten Text Image Dataset for Multidisciplinary Research on Urdu Script, Vol. 15(4) | SCI |
| 2018 | PK Bhagat and Prakash Choudhary | Image and Vision Computing | Image Annotation: Then and Now, Vol. 80(3) | SCI |
| 2018 | Sanasam Inunganbi and Prakash Choudhary | International Journal of Natural Language Computing(IJNLC) | Recognition of Handwritten Meitei Mayek Script Based on Texture Feature 7(5) | Other |
| 2019 | S. inunganbi, Prakash Choudhary and K. Mangalem Singh | Multimedia Tools and Applications | Local Texture Descriptors and Projection Histogram based Handwritten Meitei Mayek Character Recognition | SCI |
| 2019 | Prakash Choudhary and Abhishek Hazra | Evolving Systems | Chest Disease Radiography in Twofold: Using Convolutional Neural Networks and Transfer Learning, | SCI |
| 2020 | Sanasam Inunganbi, Prakash Choudhary and Khumanthem Manglem | The Visual Computer | Meitei Mayek handwritten dataset: compilation, segmentation, and character recognition | SCI |
| 2020 | Prakash Choudhary and Neeta Nain | Sadhana | CALAM: Model-Based Compilation and Linguistic Statistical Analysis of Urdu Corpus Vol. 45(20) | SCI |
| 2020 | Abhishek Hazra, Prakash Choudhary, Sanasam Inunganbi & Mainak Adhikari | Applied Intelligence | Bangla-Meitei Mayek Scripts Handwritten Character Recognition using Convolutional Neural Network | SCI |
| 2020 | Sanasam Inunganbi, Prakash Choudhary and Khumanthem Manglem Singh | Multimedia Tools and Applications | Line and word segmentation of handwritten text document by mid-point detection and gap trailing | SCI |
| 2021 | PK Bhagat and Prakash Choudhary | Journal of Ambient Intelligence and Humanized Computing | A Novel Approach based on Fully Connected Weighted Bipartite Graph for Zero-Shot Learning Problems (68) | SCI |
| 2020 | Sanasam Inunganbi, Prakash Choudhary and Kh. Singh | Computational Intelligence | Handwritten Meitei Mayek recognition using three‐channel convolution neural network of gradients and gray 37(6) | SCI |
| 2021 | Tarun Agrawal and Prakash Choudhary | Evolving Systems | FocusCovid: automated COVID-19 detection using deep learning with chest X-ray images | SCI |
| 2022 | Tarun Agrawal and Prakash Choudhary | The Visual Computer | Segmentation and classification on chest radiography: a systematic survey | SCI |
| 2022 | Tarun Agrawal and Prakash Choudhary | Expert Systems | EfficientUNet: Modified encoder‐decoder architecture for the lung segmentation in chest x‐ray images | SCI |
| 2022 | PK Bhagat, Prakash Choudhary and Khumanthem Manglem Singh | Expert Systems With Applications | A study on zero-shot learning from semantic viewpoint | SCI |
Conference Publications
| Year | Author(s) | Conference | Title | Indexing |
|---|---|---|---|---|
| 2014 | Prakash Choudhary and Neeta Nain | 37th International ICT Convention MIPRO, University of Zagreb, Croatia | An Annotated Urdu Corpus of Handwritten Text Image and Benchmarking of Corpus | IEEE, Scopus |
| 2014 | Prakash Choudhary, Neeta Nain and Mushtaq Ahmed | 7th International Conference on Machine Vision (ICMV 2014), Milan, Italy | A unified approach for the development of Urdu Corpus for OCR and demographic purpose | SPIE, Scopus |
| 2015 | Prakash Choudhary and Neeta Nain | 2nd International Conference on Education Technologies and Computers (ICETC 2015) | Adaptive Semantics Web-Based Approach for E-Education Using The Static Annotated Corpus | IEEE, Scopus |
| 2015 | Prakash Choudhary, Neeta Nain and Mushtaq Ahmed | 7th International Conference on Corpus Linguistics, University of Valladolid, Spain. | A Structure for Annotation and Ground-Truthing of Urdu Handwritten Text Image Corpus | Elsevier, Web of Science |
| 2016 | Prakash Choudhary, Neeta Nain and Manindra Nehra | 11th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), Bangkok Thailand | A Framework for Compilation of Multi-lingual Handwritten Database: Four Levels XML Ground-Truth | IEEE, Scopus |
| 2017 | Sheetal Singh and Prakash Choudhary | 8th UEM Congress on Disruptive Technology and Disruptive Innovation-A Renaissance of this Century | Stroke Prediction using Artificial Intelligence | IEEE, Scopus |
| 2017 | Maninder Singh Nehra, Neeta Nain, Mushtaq Ahmed, Prakash Choudhary and Deepa Modi | 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), MNIT Jaipur | Amalgamated Approach for Devanagari Script Corpus for OCR & Demographic Purpose and XML for Linguistic Annotation | IEEE, Scopus |
| 2018 | PK Bhagat and Prakash Choudhary | SIGMA, NSIT Delhi | Multiclass Segmentation of Brain Tumor from MRI Images | Springer |
| 2018 | Abhishek Hazra and Prakash Choudhary | SIGMA, NSIT Delhi | An Advance Forward Pointer Based Routing In Wireless Mesh Network | Springer |
| 2018 | RabiKumar Meitram and Prakash Choudhary | 7th International Conference on Frontier on Information Technology (ICFIT), Paris | Palm Vein Recognition Based on 2D Gabor Filter and Artificial Neural Network | Scopus |
| 2018 | Abhishek Hazra, Prakash Choudhary and Oinam Vivek | 9th International Conference on Computing, Communication and Networking Technologies, IISc Bangalore | An Advance Mobility Management Scheme in Wireless Network | IEEE, Scopus |
| 2018 | Sanasam Inunganbi and Prakash Choudhary | International Conference on Image Processing and Pattern Recognition (RTIP2R), Solapur University Maharastra | Recognition of Meitei Mayek Using Statistical Texture and Histogram Feature | Springer, Scopus |
| 2018 | Sanasam Inunganbi and Prakash Choudhary | 18th International Conference on Intelligent Systems Design and Applications (ISDA), VIT Vellore | Recognition of Handwritten Meitei Mayek and English Alphabets using Combination of Spatial Features | Springer, Scopus |
| 2019 | Oinam Vivek Singh and Prakash Choudhary | International Conference on Advanced Computational and Communication Paradigms (ICACCP), Sikkim Manipal Institute of Technology (SMIT), Sikkim | A Study on Convolution Neural Network for Breast Cancer Detection | IEEE, Scopus |
| 2018 | Abhishek Hazra, Prakash Choudhary, M. Sheetal Singh | International Conference on Biomedical Engineering Science and Technology (CBEST), NIT Raipur | Recent Advances in Deep Learning Techniques and its Applications: An Overview | IEEE, Scopus |
| 2017 | Daijiry Narzary, Pankhuri Asthana, Mrinal Kanti Sarkar, Prakash Choudhary | 2nd IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology (RTEICT), Bangalore | Sensorlessspeed control of permanent magnet synchronous machine using higher order sliding modefunctional observer | IEEE, Scopus |
| 2017 | Sourav Mondal and Prakash Choudhary | 12th International Joint Symposium on Artificial Intelligence and Natural Language Processing (SNLP2017) | Detection of Normal and Abnormal ECG Signal Using ANN | Springer, Scopus |
| 2019 | PK Bhagat and Prakash Choudhary | 42nd International Convention CIS - Intelligent Systems, Opatija. Croatia, | An Efficient Image Bag Generator for Multi-instance Multi-label Learning | IEEE, Scopus |
| 2019 | Abhishek Hazra, Prakash Choudhary, Arjun Choudhary | 10th ICCCNT, IIT Kanpur | Diagnosis of Chest Diseases in X-Ray images using Deep Convolutional Neural Network | IEEE, Scopus |
| 2019 | Sanasam Inunganbi, Prakash Choudhary and Khumanthem Manglem | Computer Vision and Image Processing, MNIT Jaipur | Manipuri Handwritten Character Recognition by Convolutional Neural Network | Springer |
| 2019 | Oinam Vivek Singh, Prakash Choudhary and Khelchandra Thongam | Computer Vision and Image Processing, MNIT Jaipur | A Study on Deeplearning for Breast Cancer detection in Histopathological images | Springer |
| 2019 | M. Sheetal Singh, Prakash Choudhary and Khelchandra Thongam | Computer Vision and Image Processing, MNIT Jaipur | A Comparative Analysis for Various Stroke Prediction Techniques | Springer |
| 2021 | Tarun Agrawal and Prakash Choudhary | International Conference on Computational Performance Evaluation (ComPE) | Automated COVID-19 detection using Deep Convolutional Neural Network and Chest X-ray Images | IEEE |
Book/Chapters Written
| Type (Book/Chapter) | Author(s) | Title | Publisher | ISBN/ISSN No. | Year |
|---|---|---|---|---|---|
| Book Chapter | Prakash Choudhary and Neeta Nain | Smart Innovation, Systems and Technologies | Springer | 978-81-322-2207-1 | 2014 |
| Book Chapter | Prakash Choudhary and MP Kurhekar | Transaction on Computational Science | Springer | 978-3-662-56499-8 | 2018 |
| Book Chapter | Sourav Mondal and Prakash Choudhary | Advances in Intelligent Informatics, Smart Technology and Natural Language Processing | Springer | 978-3-319-94702-0 | 2018 |
| Book Chapter | PK Bhagat and Prakash Choudhary | Applications of Artificial Intelligence Techniques in Engineering | Springer | 978-981-13-1819-1_51 | 2018 |
| Book Chapter | PK Bhagat and Prakash Choudhary | Embedded Sensors in U-Healthcare | Elsevier | 9780128153703 | 2019 |
| Book Chapter | Prakash Choudhary and Sameer Mansuri | Skin Lesion Classification Using Deep Tree Convolution Neural Network | crc press taylor & francis | Accept | 2021 |
Research Supersion
| Programme Name | Scholar Name | Research Topic | Status | Year | Co-Superivisor(s) |
|---|---|---|---|---|---|
| M.Tech | Khusboo Uprety | Application of Polar Harmonic Transforms in Thumb Impression Recognition | Completed | 2016 | No |
| M.Tech | Polem Joshila Devi | Human Gait Identification using SVD | Completed | 2016 | No |
| M.Tech | Rabikumar Meitram | Palm Vein Recognition Based on 2D Gabor Filter and Artificial Neutral Network | Completed | 2016 | No |
| M.Tech | PK Bhagat | Enhanced Local Texture Feature Sets for Brian Tumor Classification | Completed | 2017 | No |
| M.Tech | M Sheetal Singh | Stroke Prediction using Artificial Intelligence | Completed | 2017 | No |
| M.Tech | Sourav Mondal | Detection of Normal and Abnormal ECG Signal using Artificial Neutral Network | Completed | 2017 | No |
| M.Tech | Amit Sharma | Automatic Image Annotation Using Support Vector Machine | Completed | 2018 | No |
| M.Tech | Kumar Shivam | Automatic Video Surveillance For Detecting Motorcyclist Without Helmet | Completed | 2018 | No |
| M.Tech | Thota Pradeep | A Randomized Load Balancing Criteria Using Traffic Flow in SDN | Completed | 2018 | No |
| M.Tech | Abhishek Hazra | Chest Disease diagnosis Using Deep Convolutional Neural Network | Completed | 2018 | No |
| M.Tech | Ashita Batra | A Hybrid Architecture of Wavelet Decomposition and CNN for Multi-Focus Image Fusion | Completed | 2020 | No |
| M.Tech | Gourav Kandoria | A tool to build Vocabulary using Spaced Repetition Learning | Completed | 2020 | No |
| M.Tech | Shubham Sharma | Disease detection in a Chest X-ray using deep learning | Completed | 2020 | No |
| M.Tech | Apurav Sen | Performance Analysis between Apache Tez and Apache Spark | Completed | 2020 | No |
| M.Tech | Anshul Sharma | Depth Estimation via Encoder-Decoder Architecture | Completed | 2021 | No |
| M.Tech | Ashruti | Emotion Cause pair extraction: An improvised technique | Completed | 2021 | No |
| M.Tech | Sameer Mansuri | Skin Lesion Classification using Hierarchical Convolutional Neural Network | Completed | 2021 | No |
| M.Tech | Sumit Singh Chauhan | Intelligent Chatbot using LSTM-RNN and Attention Mechanism | Completed | 2021 | No |
| M.Tech | Naman Sharma | Sarcasm Detection Using Keras-BERT | Completed | 2021 | No |
| Ph.D | PK Bhagat | Automatic Image Annotation to Zero- Shot Learning: Labeling Seen and Unseen Classes | Completed | 2021 | Yes |
| Ph.D | Tarun Agrawal | Segmentation and classification using deep learning and chest radiography | Open Seminar Completed | 2022 | No |
| Ph.D | Sanasam Chanu Inunganbi | Developing Offline Handwritten Recognition Systems for Meitei Mayek | Completed | 2020 | Yes |
Patents
| Name | Reg./Ref.No. | Date of Award/Filling | Awarding Agencies | Status |
|---|
Conferences/Workshop/Courses Organized
| Category | Type | Title | Venue | From | To | Designation |
|---|---|---|---|---|---|---|
| workshop | National | Deep Learning and Applications | National Institute of Technology Manipur | 12/03/2018 | 16/03/2018 | Coordinator |
| workshop | National | Internet of Things | National Institute of Technology Manipur | 28/10/2018 | 01/11/2018 | Coordinator |
| workshop | National | Machine Learning with Python | National Institute of Technology Manipur | 02/12/2018 | 12/12/2018 | Coordinator |
| workshop | National | Computer Vision and Image Processing | National Institute of Technology Manipur | 01/12/2018 | 05/12/2018 | Coordinator |
| workshop | National | Data Science & Business Analytics with Machine Learning | National Institute of Technology Manipur | 22/01/2018 | 23/01/2018 | Coordinator |
| workshop | National | Deep Learning and Applications | National Institute of Technology Hamirpur | 27/05/2019 | 31/05/2019 | Coordinator |
Expert Talks
| Title | Place | Year | Description of Event |
|---|---|---|---|
| Research Methods and Hypothesis | BK Birla Institute of Engineering & Technology Pilani | 2018 | FDP on Research Methodology and Latex |
| Image Labeling using Semi supervised Learning | NIT Manipur | 2018 | Workshop on Computer Vision and Image Processing |
| Intelligent Systems (Intelligence Agents, Fuzzy logic, NN and Genetic Algorithm) | NIT Manipur | 2019 | Two Days Seminar on Intelligent Systems |
| Image Annotation Using Zero Shot Learning | NIT Hamirpur | 2019 | Workshop on Artificial Intelligence and Machine Learning |
| Automatic Image Annotation | NIT Warangal | 2020 | Workshop on Big Image Data Processing using Deep Learning Techniques |
Consultancy
| Title of Consultancy | Client Organization | Faculty Involved | Amount(INR) | Status |
|---|
International and National Exposure
| Sr.No. | Title | Description |
|---|---|---|
| 1 | Visit Paris to Present Paper/Session Chair at CVIP 2019 | 7th International Conference on Frontiers of Information Technology (ICFIT 2018) from April 14-16, 2018/4th International Conference on Computer Vision & Image Processing at MNIT Jaipur from Sept 27-29, 2019 |
Honors & Recognitions Achieved
| Sr.No. | Title | Activity | Given By | Year |
|---|