Responsive image
Research Scholer

Sachin Chaudhary

Email : dynamicsachin@gmail.com

Phone : 8899891234

Address : CVPR Lab, IIT Ropar,India

Research Topic : Human Action Recognition

Current Position : Assistant Professor at Punjab Engineering College (PEC), Punjab

Website : https://scholar.google.co.in/citations?hl=en&user=dq_Fhr8AAAAJ


Education

Course
Institute
B.Tech UTU, Dehradun, 2010
M.Tech Stafford University, UK
Ph.D CVPR Lab, Department of Electrical Engineering, IIT Ropar, India.

About Research Topic

Human action recognition (HAR) is an important step of many person-oriented computer vision application. As the number of cameras around us is increasing day by day, the video data is also increasing. The analysis of this enormous amount of data can play a vital role in various applications such as video understanding and surveillance, video retrieval, human-computer interactions, and autonomous driving systems, etc. Several works are proposed for the task of human action recognition n which researchers have used different modalities for HAR. The research is challenging due to the versatility of the problems in HAR. The major problems in the field of HAR include anthropometric variations, occlusion, intra, and inter-class variations, weather situations, variation in viewpoint and privacy-preserving. This work mainly focuses on analyzing and designing different modalities for HAR in the context of providing the solution to the above-mentioned challenges with deep learning framework.

My Research Objectives are as follows :

  • The broad objective of this study is to analyze the challenges of HAR and provide a solution to some of the challenges.

Introductory Video About Research Topic


Publications

Type
Publications
Conf Sachin Chaudhary, Akshay Dudhane, Prashant Patil and Subrahmanyam Murala "Pose Guided Dynamic Image Network for Human Action Recognition in Person Centric Videos", in IEEE AVSS-2019, Taipei, Taiwan, 2019,. (pdf)
Journal Sachin Chaudhary and Subrahmanyam Murala "Depth Based End-to-End Deep Network for Human Action Recognition", in IET Computer Vision, 2018,. (pdf) (Impact factor 1.683 )
Conf Sachin Chaudhary and Subrahmanyam Murala "TSNet: Deep Network for Human Action Recognition in Hazy Videos", in IEEE SMC-2018, Miyazaki, Japan, 2018,. (pdf)
Conf Prashant Patil , Subrahmanyam Murala, Abhinav Dhall and Sachin Chaudhary "MsEDNet: Multi-Scale Deep Saliency Learning for Moving Object Detection", in IEEE SMC-2018, Miyazaki, Japan, 2018,. (pdf)
Conf Naquid Khalili, Chandan Prasad, Vedprakash M, Sachin Chaudhary and Subrahmanyam Murala "Local Auxiliary-Color Maximum Vector Pattern: A New Feature Descriptor for Image Indexing and Retrieval", in TENCON-2017, Penang, Malaysia, 2017,. (pdf)
Conf Gitesh Agarwal, Satya Prakash Mishra, Satyendra Maurya, Sachin Chaudhary and Subrahmanyam Murala "Local Peak Valley Co-occurrence Patterns: A New Feature Descriptor for Image Retrieval", in IConSIP-2016, Nanded, Maharastra, India,. (pdf)