Designation: Assistant Professor
Qualification: Ph.D., Delhi Technological University, New Delhi, India
Area of Interest: Computer Vision, Data Science, Deep Learning, NLP
E-Mail:
DR. TEJ SINGH
- About Faculty: Dr. Tej Singh received B.Tech. Degree from Madan Mohan Malaviya University of Technology, Gorakhpur, (Formerly known as MMM ENGG. COLLEGE), India, in 2010, M.E degree from the Thapar Institute of Engineering and Technology, Patiala, India, and a Ph.D. from Delhi Technological University (DTU) Delhi, India, in 2014 and 2020 respectively. His current research interests include image processing, pattern analysis, machine learning, deep learning, artificial intelligence action, and human activity recognition. He is a reviewer of various IEEE, IET, and Elsevier Journals.
- Work Experience:
- Presently, working as an Assistant Professor at Centre for Artificial Intelligence, MITS Gwalior, M.P, India from July 2023---
- Worked as an Assistant Professor in the Department of Information Technology, MITS Gwalior, M.P, India from Nov-2021 to July 2023.
- Administrative Experience:
- Internship/Project Coordinator (UG level) at the Centre for Artificial Intelligence, MITS Gwalior, (M.P).
- Associate Member of departmental NAAC presentation committee.
- Associate Member of the Anti-ragging Squad committee at the institute.
- Associate Member of DTE Institute level Online Off-campus Admission counseling committee.
- Class Coordinator of Final Year B.Tech Artificial Intelligence and Robotics (IT-AIR) Course in the Centre for AI(2024-).
- Honors, Award & Recognition:
- Given an Expert Talk on "IoT-based Product Development" organized by REC, Mainpuri, U.P, India on October 17th-21st, 2023.
- Served as Session Chair in the IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation – IATMSI-2022 (21-23 Dec. 2022), at ABV-IIITM Gwalior, Madhya Pradesh, India.
- Recognized as 'NPTEL Stars-NPTEL ENTHUSIASTS' for Jan- June 2023, from NPTEL Coordinator IIT Madras, India.
- Recognized as ‘NPTEL Stars-NPTEL BELIEVER’ for July to December 2022, from NPTEL Coordinator IIT Madras, India.
- Received a " Research Excellence Award" in 2020 and 2021 from Delhi Technological University, New Delhi.
- Received a Travel Grant to attend the IEEE BigMM Conference at the National University of Singapore, Singapore, Sept 2019.
- Received a letter of appreciation for scoring an average FFI>4.25 in both students' feedback of the July-Dec 2021 session in ‘Introduction to Artificial Intelligence’ by Director MITS, Gwalior.
- Workshop/Conference/Organized/Attended:
- Participated in NAAC Sponsored Two Days Online National Workshop on “Curriculum Development for the Effective Implementation of NEP-2020”, under IQAC conducted during September 03-04, 2022 at Madhav Institute of Technology & Science, Gwalior, MP, India.
- Successfully completing the Swayam NPTEL courses on the subjects: Data Science with Python (Elite+Silver), Accreditation And Outcome Based Learning (Elite), Digital Circuits (Elite) and Embedded System Design With ARM (Elite).
- Attended one-week online training program on “Python for Engineers”, during 20th-24th December, 2020, organized by department of Computer Science, MNIT, Jaipur, INDIA.
- Attended TEQIP-III sponsored One week FDP on "Machine learning for Pattern Recognition (MLPR-2019)" during 10th-14th June, 2019, organized by Department of Information Technology, DTU, Delhi.
- Attended TEQIP-III sponsored One week STTP on "Recent Trends in AI and Machine Learning (AIML-2019)" during 29th July- 2nd August, 2019, organized by Department of Information Technology, DTU, Delhi.
- Attended one-day workshop on “Computational Intelligence: Some Recent Advanced and Applications” sponsored by IEEE Computational Intelligence Society and Soft Computing Research Society, at IIT Delhi on 10th December 2018.
- Attended MHRD sponsored one week GIAN course on “Video Surveillance” at Department of Electronics and Communication Engineering, DTU, Delhi, from 30th July 2018 to 03rd August, 2018.
- Attended one-day workshop on “Raising Awareness on Plagiarism and Copyrights”, organized by Department of ECE, at DTU, Delhi on 20th March, 2018.
- Attended TEQIP-III sponsored One week FDP on " Advanced in Image Processing and Computer Vision" during 2nd -6th April, 2018, organized by Department of ECE, DTU, Delhi.
- Attended one-week IEEE winter school on “Machine learning for Biometrics” from 19 Feb 2017 to 22 Feb 2017 at IIIT Delhi.
- Attended MHRD sponsored one week GIAN course “Intelligent Transportation System” from 27 November to 1 December 2017 organized by Department of ECE, at Delhi Technological University, Delhi.
- Attended TEQIP-II sponsored one-week Faculty Development Program on “Recent Trends in Pattern Analysis and Machine Learning” from 11th to 15th July 2016, organized by Department of ECE, at Delhi Technological University, Delhi.
- Attended two-week FDP on "Use of ICT in Education for Online and Learning", organized by IIT, Bombay at Dronacharya College of Engineering, Greater Noida from 3rd to 12th January 2015.
- Publications:
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Tej Singh et al. "A CNN framework for COVID identification using Radiographic Images", in International Conference on Generative AI, Cryptography and Predictive Analytics (ICGCPA-2024) dated 28th-29th June 2024 organized by the Department of Computer Science, School of Engineering and Technology, VIPS-TC.
- Tej Singh et al. "Safety Measures in Smart Car Using IoT", in 1st International Conference on Sensors and Microsystems (ICSM-2024), March 2024.
- Tej Singh et al., "Speech Emotion Recognition using CNN-TRANSFORMER Architecture", in 2nd 2024 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI), Gwalior, India March 2024.
- Tej Singh et al., "Restructuring of Solid Waste Management for the Indian Context", in 11th International Conference on Advancements in Engineering and Technology (ICAET-2023) on 23rd & 24th, November 2023.
- Tej Singh et al., "Circulate Matrix and Compression Sensing Based Multi-Level Image Encryption", Journal Name: Traitement du Signal, 39(3):853-862, Impact Factor (2.29)- SCIE indexed. ISSN: 0765-0019.
- Tej Singh, D. K. Vishwakarma, “A deep multimodal network based on bottleneck layer features fusion for action recognition”, Multimedia Tools and Applications, Vol. 80, pp-33505–33525, 2021, (Pub: Springer)- Impact Factor: 2.757
- Tej Singh, D. K. Vishwakarma, "A Deeply Coupled ConvNet for Human Activity Recognition using Dynamic and RGB Images", Neural Computing and Applications, Vol. 33, No. 1, pp.469-485, 2021, (Pub: Springer)- Impact Factor: 5.606 (ISSN/ISBN NO. 00521-020-05018)
- Tej Singh, D.K. Vishwakarma "Video Benchmarks of Human Action Datasets: A Review", Artificial Intelligence Review, Vol. 52, No. 2, pp. 1107–1154, 2019. (Pub: Springer Nature). Impact Factor: 12 (ISSN/ISBN NO. 10462-018-9651-1)
- K. Vishwakarma, Tej Singh, "A Visual Cognizance Based Multi-Resolution Descriptor for Human Action Recognition using Key Pose", International Journal of Electronics and Communications, Vol. 107, pp. 513-521, 2019, (Pub: Elsevier) Impact Factor: 3.183. (ISSN/ISBN NO. 1434-8411)
- Tej Singh, D.K. Vishwakarma, “Human Activity Recognition in Video Benchmarks: A Survey”, in Advances in Signal Processing and Communication (Pub: Springer), (ISSN/ISBN NO. 978-981-13-2552-6)
- Tej Singh, D.K. Vishwakarma, “A Hybrid Framework for Action Recognition in Low-Quality Video Sequences”, 2019, arXiv:1903.04090v1 [cs.CV].
- Tej Singh, et al., “Deep Learning Framework for Single and Dyadic Human Activity Recognition”, in 5th IEEE International Conference on Multimedia Big Data(BigMM-19), Singapore, September 11-13, 2019. . (ISSN/ISBN NO. 978-1-7281-5527-2)
- Tej Singh, D.K. Vishwakarma, “A Framework for Human Action Recognition using Skeleton Joints” in IEEE International Conference on Signal Processing, VLSI and Communication Engineering, Delhi, INDIA, March 28-30, 2019.
- Tej Singh and D.K. Vishwakarma, “A Hybrid Neuro-Wavelet Based Pre-Processing Technique for Data Representation” in IEEE International Conference on Computational Intelligence and Computing Research (IEEEICCIC17), Karumathampatti, INDIA December 14-16, 2017. (ISSN/ISBN NO. 2473-943X / 978-1-5090-6621-6 )
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- Complete Resume:
NPTEL/NTTTR Courses Completed with Elite+Grade(From 2022--)
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- Cyber Security and Privacy
- Introduction To Industry 4.0 And Industrial Internet Of Things
- Data Science using Python
- Introduction To Internet of Things (IoT)
- Embedded System with ARM
- Digital Electronics
- Outcome Based Education (OBE)
- Teaching and Learning in Engineering(TALE)
- Effective Writing
- Yoga and Positive Psychology for Managing Career and Life
- Professional Ethics & Sustainability
Subjects Taught (Nov 21- till now):
- Internet of Things(IoT)
- Introduction to Computer Programming
- Introduction to Artificial Intelligence
- Digital Logic Design
- Embedded System in IoT
- Computer System Organization
- Digital Electronics
- Basic Electrical and Electronics Engineering
- Sensor Technology
- Modern Computer Arhitecture
- Digital Image Processing
- Pattern Recognition
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