Three softwares for Video Analytics in Defense and Security Applications
Link
to our presentation
A) SURAKSHAVYUH: ON-THE-EDGE PRODUCT FOR REAL TIME VIDEO SURVELLIANCE ANALYTICS
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This work on CCTV Video Analytics includes real-time intrusion detection, perimeter monitoring, loitering detection, object tracking, etc.
We have created an installer for our on-the-edge product, Suraksha Vyuha.
Download it using the following details
URL:
https://www.cse.iitb.ac.in/~ganesh/surakshavyuh/compressed-sv-baseimage.tar.gz
Credentials to use the software can be provided upon acknowledgement/ request.
User manual: SurakshaVyuha_UserManual.pdf
Installation guide: SurakshaVyuha_Installation.pdf
For our offline summarization, search and analytics products (Jigyasa and Videosummy), the URLs (hosted on our server at IITB until you manage to get your own GPU server) are listed in
B)
and
C)
respectively:
B) JIGYASA:
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For the video repository manager:
http://videoanalytics.cse.iitb.ac.in/jigyasa/repo/login
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login & password: I can share upon acknowledgement/request from you or your team
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Here you can create a new case and subject it to offline analytics (on the server, the effect will be an annotated image like what you see in the attached file called
"
Screenshot from Jigyasa.png")
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For the search and analysis utility:
http://videoanalytics.cse.iitb.ac.in/jigyasa/search/login
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login & password: I can share upon acknowledgement/request from you or your team
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Here you can search for any of the following 12 queries "
Woman, Person, Human Face, Man, vehicle, car, bus. truck, bicycle, motorcycle, boy, girl" (we can expand the scope of search queries later as required). You can also search for faces or entire person images.
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Next you can then navigate and "play" the search results (see example search navigation for
bicycle
query image like what you see in the attached file called
ScreenshotfromJigyasaCycleSearch.png)
C) VIDEOSUMMY:
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Please try out the standalone software called
VideoSummy
for summarizing long video footage and view it in seconds or minutes: .
Associated Publications
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A Framework towards Domain Specific Video Summarization
Vishal Kaushal, Sandeep Subramanian, Suraj Kothawade, Rishabh Iyer, Ganesh Ramakrishnan
Accepted paper at the 7th IEEE Winter Conference on Applications of Computer Vision (WACV), 2019, Hawaii, USA.
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Learning From Less Data: Diversified Subset Selection and Active Learning in Image Classification Tasks
Vishal Kaushal, Rishabh Iyer, Anurag Sahoo, Khoshrav Doctor, Narasimha Raju, Ganesh Ramakrishnan
Accepted paper at the 7th IEEE Winter Conference on Applications of Computer Vision (WACV), 2019, Hawaii, USA.
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Demystifying Multi-Faceted Video Summarization: Tradeoff Between Diversity,Representation, Coverage and Importance
Vishal Kaushal, Rishabh Iyer, Anurag Sahoo, Pratik Dubal, Suraj Kothawade, Rohan Mahadev, Kunal Dargan, Ganesh Ramakrishnan
Accepted paper at the 7th IEEE Winter Conference on Applications of Computer Vision (WACV), 2019, Hawaii, USA.
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Anomaly Detection in Surveillance Videos
Sukalyan Bhakat, Ganesh Ramakrishnan
Best demo paper award. In Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, CoDS-COMAD '19, Kolkota, India.
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An Interactive Multi-Label Consensus Labeling Model for Multiple Labeler Judgments
Ashish Kulkarni, Narasimha Raju Uppalapati, Pankaj Singh, Ganesh Ramakrishnan
In Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI-18), New Orleans, Louisiana, USA.