Activity Detection:
DDS: Decoupled Dynamic Scene-Graph Generation Network
A S M Iftekhar*, Raphael Ruschel*, Satish Kumar, Suya You, BS Manjunath. (Equal Contribution)
WACV, Feb 2025.
[Paper] [Video]
What to Look at and Where: Semantic and Spatial Refined Transformer for Detecting Human-Object Interactions
A S M Iftekhar*, Hao Chen*, Kaustav Kundu, Xinyu Li, Joseph Tighe, Davide Modolo (*equal contribution)
accepted for ORAL presentation (top ~5%),
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, June 2022.
[Paper] (Acceptance rate: 25%).
GTNet: Guided Transformer Network for Detecting Human-Object Interactions
A S M Iftekhar, Satish Kumar, R Austin McEver, Suya You, BS Manjunath.
Pattern Recognition and Tracking XXXIV, Florida, 2023.
[Paper]
VSGNet: Spatial Attention Network for Detecting Human Object Interactions Using Graph Convolutions
Oytun Ulutan*, A S M Iftekhar*, B S Manjunath (*equal contribution).
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, Washington, June 16-18, 2020.
[Paper] [Code] (Acceptance rate: 22.1%).
Miscellaneous Collaborations:
MethaneMapper: Spectral Absorption aware Hyperspectral Transformer for Methane Detection
accepted as CVPR Highlight (top ~2.5%),
Satish Kumar, Ivan Arevalo, A S M Iftekhar, B.S. Manjunath.
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, June 2023.
[Paper] [Code] (Acceptance rate: 25%).
Context-Driven Detection of Invertebrate Species in Deep-Sea Video
R. Austin McEver, Bowen Zhang, Connor Levenson, A S M Iftekhar, B.S. Manjunath
International Journal of Computer Vision (IJCV), January 2023.
[Paper] [Project Website]
LOCL: Learning Object-Attribute Composition using Localization
Satish Kumar, A S M Iftekhar, Ekta Prashnani, B.S. Manjunath.
British Machine Vision Conference (BMVC), London, England, 2022.
[Paper] [Code] (Acceptance rate: 47%).
StressNet: Detecting Stress in Thermal Videos
Satish Kumar, A S M Iftekhar, Michael Goebel, Tom Bullock, Mary H. MacLean, Michael B. Miller, Tyler Santander, Barry Giesbrecht, Scott T. Grafton, B.S. Manjunath.
IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawai, 2021.
[Paper] [Code] (Acceptance rate: 34%).
CNN-Based Prediction of Frame Level Shot Importance for Video Summarization
M Nahian, A S M Iftekhar , S. M. Mahbubur Rahman.
International Conference on New Trends in Computing Sciences 2017, Jordan, October 2017.
[Paper].