Research Index

h-index: 4, i-10 index: 4, Citations: 88, ORCiD: 0000-0001-9803-2665 
https://scholar.google.co.in/citations?user=cqx3FxoAAAAJ&hl=en

Education

1. BE (Electronics Engineering), Vikram University, Ujjain (MP)
2. MTech (Satellite Technology and Applications), Indian Institute of Science (IISc), Bangalore 
(Thesis: Stacked microstrip antenna for dual frequency operations)
3. MTech (Signal Processing and Digital Design), Delhi Technological University, Delhi
(Thesis: Particle filters-based visual object tracking)
4. PhD (Computer Vision), Department of Electronics and Communication Engineering, Indian Institute of Technology (IIT), Roorkee 
(Thesis: Anomaly Detection and Localization in Surveillance Videos)

Current Designation

Assistant Professor (Selection through UPSC, New Delhi)
Pay Scale: Level: 12 (7CPC), AGP: 8000 (6CPC) with effect from 19.02.2020

Awards/Honours

1. Commendable Research Award in recognition for the research during the year 2020 in Research award ceremony held on 15 February, 2021 at DTU, Delhi (DTU/IRD/REA/2020/177).

Membership of professional/academic bodies

1. IETE (India) Life Member
2. IEEE (USA) Member

Research Interests

1. Computer Vision 
2. Machine Learning
3. Signal Processing
4. Digital Communication

Subjects taught at UG (BTech) level 

1. Probability and Stochastic Processes
2. Electromagnetic Field Theory
3. Antenna Theory
4. Communication Systems
5. Digital Logic and Circuits
5. Computer Architecture
6. Microwave Communication
7. RF and Microwave Circuits
8. Information Theory and Coding
9. Pattern Recognition
10. Computer Vision
11. Radar and Satellite Communication
12. Machine Learning 
13. Soft Computing
14. Digital Communication,
15. Digital Signal Processing

Subjects taught at PG (MTech) level 

1. Smart Antennas
2. Adaptive Signal Processing
3. Computer Vision
4. Multirate Signal Processing

List of Publications (SCI/SCIE Journals)

1. Stochastic Gradient Descent–Whale Optimization Algorithm-Based Deep Convolutional Neural Network To Crowd Emotion Understanding; Avinash Ratre (Corresponding author), The Computer Journal (Oxford University Press), 63 (2), 267-282, 2020.

2. Taylor series-based compressive approach and firefly support vector neural network for tracking and anomaly detection in crowded videos; Avinash Ratre (Corresponding author), Journal of Engineering Research, 7(4), 115-137, 2019.

3. Tucker tensor decomposition-based tracking and Gaussian mixture model for anomaly localisation and detection in surveillance videos; Avinash Ratre (First and Corresponding author) and Vinod Pankajakshan, IET Computer Vision, 12(6), 933-940, 2018.

4.  Tucker Visual Search-based hybrid tracking model and Fractional Kohonen Self-Organizing Map for anomaly localization and detection in surveillance videos; Avinash Ratre (First and Corresponding author) and Vinod Pankajakshan, The Imaging Science Journal (Taylor and Francis), 66(4), 195-210, 2018.

List of Publications (National and International Conferences)

1. Classification of EMG signals of Eye Movement using Windowing Technique and Cubic SVM, Akshansh Srivastava (First and Corresponding author), OP Verma, Avinash Ratre, International Conference on Artificial-Business Analytics, Quantum and Machine Learning: Trends, Perspectives, and Prospects (Com-IT-Con 2023, Springer), Manav Rachna International Institute of Research & Studies, Faridabad, Haryana, India, 14-15 July, 2023

2. Vehicle Automation Using YOLOv7 and Computer Vision, Juan George Thomas (First and Corresponding author), Jimmy Dungdung, Keyur Kumar Kanwat, Avinash Ratre, 2nd IEEE International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN-2023), Vellore Institute of Technology (VIT), Vellore, TamilNadu, 05-06 May 2023

3. Deep Imbalanced Data Learning Approach for Video Anomaly Detection; Avinash Ratre (First and Corresponding author) and Vinod Pankajakshan, In Proceedings of the 28th IEEE National Conference on Communications (NCC), pp. 391-396, 2022, IIT Bombay (Mumbai), India.

4. Food Review Analysis and Sentiment Prediction Using Machine Learning Models; Dhruv Gupta (First and Corresponding author), Ausho Roup, Diksha Gupta, Avinash Ratre, In Proceedings of the 2nd IEEE International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), pp. 1-7, 2022, Bhilai, Chhattisgarh, India.

5. Whale optimization-based particle filter for multi-object tracking in surveillance videos; Avinash Ratre (Corresponding author), In Proceedings of the 1st IEEE International Conference on Signal Processing, VLSI and Communication Engineering (ICSPVCE), pp. 1–6 (Abstract on page - 30), 28-30 March 2019, Delhi, India, DOI: 10.1109/ICSPVCE46182.2019.9092826.

Faculty Development Programmes/ Conferences (conducted/organized)