Video Distortion Detection and Classification in the Context of Video Surveillance (ICIP 2022)

You are here

Top Reasons to Join SPS Today!

1. IEEE Signal Processing Magazine
2. Signal Processing Digital Library*
3. Inside Signal Processing Newsletter
4. SPS Resource Center
5. Career advancement & recognition
6. Discounts on conferences and publications
7. Professional networking
8. Communities for students, young professionals, and women
9. Volunteer opportunities
10. Coming soon! PDH/CEU credits
Click here to learn more.

Video Distortion Detection and Classification in the Context of Video Surveillance (ICIP 2022)

2022

Associated SPS Event: IEEE ICIP 2022 Grand Challenge

The perceptual quality of images/videos in the context of video surveillance has a very significant impact on high-level tasks such as object detection, identification of abnormal events, visual tracking, to name a few. Despite the development of advanced video sensors with higher resolution, the quality of the acquired video is often affected by some distortions due to the environment, encoding and storage technologies, which can only be avoided by employing of intelligent post-processing solutions. It is then necessary to develop methods to detect and identify the different degradations to apply the appropriate quality enhancement processing. Another major difficulty not often considered in video quality enhancement studies is the case of multiple distortions that affect the signal simultaneously. The database presented here includes this real problem. It is indeed essential to identify the elements of the distortion mixture in order to apply the most appropriate quality enhancement solutions. In order to complete this challenge, we will provide our dataset of short-duration surveillance videos called the Video Surveillance Quality Assessment Dataset (VSQuAD). The database consists of original videos recorded by the team members and other sequences selected from public databases. These videos are degraded artificially with various types of distortions (single or simultaneous) at different levels.

For further details, visit the Challenge page. Contact Azeddine Beghdadi, Universite Sorbonne Paris Nord, France, for more details.

Technical Committee: Image, Video, and Multidimensional Signal Processing, Information Forensics and Security

SPS on Twitter

  • On 15 September 2022, we are excited to partner with and to bring you a webinar and roundtable,… https://t.co/we14OUl2QV
  • The SPS Webinar Series continues on Monday, 22 August when Dr. Yu-Huan Wu and Dr. Shanghua Gao present “Towards Des… https://t.co/ZkHjQLLn7L
  • CALL FOR PAPERS: The IEEE/ACM Transactions on Audio, Speech, and Language Processing is now accepting submissions f… https://t.co/wkoVBKfE5j
  • DEADLINE EXTENDED: The IEEE Journal of Selected Topics in Signal Processing is now accepting submissions for a Spec… https://t.co/qoRbzFeMLL
  • Our Information Forensics and Security Webinar Series continues on Tuesday, 23 August when Dr. Anderson Rocha prese… https://t.co/q48hnIMfan

SPS Videos


Signal Processing in Home Assistants

 


Multimedia Forensics


Careers in Signal Processing             

 


Under the Radar