Suman Saha

According to our database, Suman Saha authored at least 22 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation.

Elham Amin Mansour, Ozan Unal, Suman Saha, Benjamín Béjar, Luc Van Gool

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

Four Ways to Improve Verbo-visual Fusion for Dense 3D Visual Grounding.

Ozan Unal, Christos Sakaridis, Suman Saha, Luc Van Gool

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

ROAD: The Road Event Awareness Dataset for Autonomous Driving.

Gurkirt Singh, Stephen Akrigg, Manuele Di Maio, Valentina Fontana, Reza Javanmard Alitappeh, Salman Khan, Suman Saha, Kossar Jeddi Saravi, Farzad Yousefi, Jacob Culley, Tom Nicholson, Jordan Omokeowa, Stanislao Grazioso, Andrew Bradley, Giuseppe Di Gironimo, Fabio Cuzzolin

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Three Ways to Improve Verbo-visual Fusion for Dense 3D Visual Grounding.

Ozan Unal, Christos Sakaridis, Suman Saha, Fisher Yu, Luc Van Gool

CoRR, 2023

Spatio-Temporal Action Detection Under Large Motion.

Gurkirt Singh, Vasileios Choutas, Suman Saha, Fisher Yu, Luc Van Gool

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection.

Yifan Lu, Gurkirt Singh, Suman Saha, Luc Van Gool

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation.

Suman Saha, Lukas Hoyer, Anton Obukhov, Dengxin Dai, Luc Van Gool

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2021

Unsupervised Compound Domain Adaptation for Face Anti-Spoofing.

Ankush Panwar, Pratyush Singh, Suman Saha, Danda Pani Paudel, Luc Van Gool

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Learning To Relate Depth and Semantics for Unsupervised Domain Adaptation.

Suman Saha, Anton Obukhov, Danda Pani Paudel, Menelaos Kanakis, Yuhua Chen, Stamatios Georgoulis, Luc Van Gool

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Three Ways To Improve Semantic Segmentation With Self-Supervised Depth Estimation.

Lukas Hoyer, Dengxin Dai, Yuhua Chen, Adrian Köring, Suman Saha, Luc Van Gool

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Two-Stream AMTnet for Action Detection.

Suman Saha, Gurkirt Singh, Fabio Cuzzolin

CoRR, 2020

Reparameterizing Convolutions for Incremental Multi-Task Learning Without Task Interference.

Menelaos Kanakis, David Brüggemann, Suman Saha, Stamatios Georgoulis, Anton Obukhov, Luc Van Gool

Proceedings of the Computer Vision - ECCV 2020, 2020

Domain Agnostic Feature Learning for Image and Video Based Face Anti-spoofing.

Suman Saha, Wenhao Xu, Menelaos Kanakis, Stamatios Georgoulis, Yuhua Chen, Danda Pani Paudel, Luc Van Gool

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2018

Spatio-temporal human action detection and instance segmentation in videos.

Suman Saha

PhD thesis, 2018

Action Detection from a Robot-Car Perspective.

Valentina Fontana, Gurkirt Singh, Stephen Akrigg, Manuele Di Maio, Suman Saha, Fabio Cuzzolin

CoRR, 2018

Predicting Action Tubes.

Gurkirt Singh, Suman Saha, Fabio Cuzzolin

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Incremental Tube Construction for Human Action Detection.

Harkirat S. Behl, Michael Sapienza, Gurkirt Singh, Suman Saha, Fabio Cuzzolin, Philip H. S. Torr

Proceedings of the British Machine Vision Conference 2018, 2018

TraMNet - Transition Matrix Network for Efficient Action Tube Proposals.

Gurkirt Singh, Suman Saha, Fabio Cuzzolin

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

Spatio-temporal human action localisation and instance segmentation in temporally untrimmed videos.

Suman Saha, Gurkirt Singh, Michael Sapienza, Philip H. S. Torr, Fabio Cuzzolin

CoRR, 2017

Online Real-Time Multiple Spatiotemporal Action Localisation and Prediction.

Gurkirt Singh, Suman Saha, Michael Sapienza, Philip H. S. Torr, Fabio Cuzzolin

Proceedings of the IEEE International Conference on Computer Vision, 2017

AMTnet: Action-Micro-Tube Regression by End-to-end Trainable Deep Architecture.

Suman Saha, Gurkirt Singh, Fabio Cuzzolin

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

Deep Learning for Detecting Multiple Space-Time Action Tubes in Videos.

Suman Saha, Gurkirt Singh, Michael Sapienza, Philip H. S. Torr, Fabio Cuzzolin

Proceedings of the British Machine Vision Conference 2016, 2016