Sumanth Chennupati

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 24

Top Topics

Semantic Segmentation

Top Venues

VISIGRAPP (5: VISAPP)

Publications

Keval Thaker, Sumanth Chennupati, Nathir A. Rawashdeh, Samir A. Rawashdeh
Multispectral Deep Neural Network Fusion Method for Low-Light Object Detection. J. Imaging 10 (1) (2024)
Shao-Yuan Lo, Poojan Oza, Sumanth Chennupati, Alejandro Galindo, Vishal M. Patel
Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation. CVPR (2023)
Shao-Yuan Lo, Poojan Oza, Sumanth Chennupati, Alejandro Galindo, Vishal M. Patel
Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation. CoRR (2023)
Sumanth Chennupati, Venkatraman Narayanan, Ganesh Sistu, Senthil Kumar Yogamani, Samir A. Rawashdeh
Learning Panoptic Segmentation from Instance Contours. ICRA (2021)
Sumanth Chennupati, Mohammad Mahdi Kamani, Zhongwei Cheng, Lin Chen
Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient Distillation. BMVC (2021)
Sumanth Chennupati, Mohammad Mahdi Kamani, Zhongwei Cheng, Lin Chen
Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient Distillation. CoRR (2021)
Sumanth Chennupati, Venkatraman Narayanan, Ganesh Sistu, Senthil Kumar Yogamani, Samir A. Rawashdeh
Learning Panoptic Segmentation from Instance Contours. CoRR (2020)
Sumanth Chennupati, Sai Nooka, Shagan Sah, Raymond W. Ptucha
Adaptive Hierarchical Decomposition of Large Deep Networks. CoRR (2020)
Sumanth Chennupati, Ganesh Sistu, Senthil Kumar Yogamani, Samir A. Rawashdeh
AuxNet: Auxiliary tasks enhanced Semantic Segmentation for Automated Driving. CoRR (2019)
Senthil Kumar Yogamani, Ciarán Hughes, Jonathan Horgan, Ganesh Sistu, Padraig Varley, Derek O'Dea, Michal Uricár, Stefan Milz, Martin Simon, Karl Amende, Christian Witt, Hazem Rashed, Sumanth Chennupati, Sanjaya Nayak, Saquib Mansoor, Xavier Perrotton, Patrick Pérez
WoodScape: A multi-task, multi-camera fisheye dataset for autonomous driving. CoRR (2019)
Ganesh Sistu, Isabelle Leang, Sumanth Chennupati, Stefan Milz, Senthil Kumar Yogamani, Samir A. Rawashdeh
NeurAll: Towards a Unified Model for Visual Perception in Automated Driving. CoRR (2019)
Sumanth Chennupati, Ganesh Sistu, Senthil Kumar Yogamani, Samir A. Rawashdeh
MultiNet++: Multi-Stream Feature Aggregation and Geometric Loss Strategy for Multi-Task Learning. CVPR Workshops (2019)
Sumanth Chennupati, Ganesh Sistu, Senthil Kumar Yogamani, Samir A. Rawashdeh
AuxNet: Auxiliary Tasks Enhanced Semantic Segmentation for Automated Driving. VISIGRAPP (5: VISAPP) (2019)
Ganesh Sistu, Sumanth Chennupati, Senthil Kumar Yogamani
Multi-stream CNN based Video Semantic Segmentation for Automated Driving. CoRR (2019)
Ciarán Hughes, Sunil Chandra, Ganesh Sistu, Jonathan Horgan, Brian M. Deegan, Sumanth Chennupati, Senthil Kumar Yogamani
DriveSpace: Towards context-aware drivable area detection. Autonomous Vehicles and Machines (2019)
Ashok Dahal, Jakir Hossen, Sumanth Chennupati, Ganesh Sistu, Kazumi Malhan, Muhammad Amasha, Senthil Kumar Yogamani
DeepTrailerAssist: Deep Learning Based Trailer Detection, Tracking and Articulation Angle Estimation on Automotive Rear-View Camera. ICCV Workshops (2019)
Senthil Kumar Yogamani, Christian Witt, Hazem Rashed, Sanjaya Nayak, Saquib Mansoor, Padraig Varley, Xavier Perrotton, Derek O'Dea, Patrick Pérez, Ciarán Hughes, Jonathan Horgan, Ganesh Sistu, Sumanth Chennupati, Michal Uricár, Stefan Milz, Martin Simon, Karl Amende
WoodScape: A Multi-Task, Multi-Camera Fisheye Dataset for Autonomous Driving. ICCV (2019)
Sumanth Chennupati, Ganesh Sistu, Senthil Kumar Yogamani, Samir A. Rawashdeh
MultiNet++: Multi-Stream Feature Aggregation and Geometric Loss Strategy for Multi-Task Learning. CoRR (2019)
Ganesh Sistu, Isabelle Leang, Sumanth Chennupati, Senthil Kumar Yogamani, Ciarán Hughes, Stefan Milz, Samir A. Rawashdeh
NeurAll: Towards a Unified Visual Perception Model for Automated Driving. ITSC (2019)
Pullarao Maddu, Wayne Doherty, Ganesh Sistu, Isabelle Leang, Michal Uricár, Sumanth Chennupati, Hazem Rashed, Jonathan Horgan, Ciarán Hughes, Senthil Kumar Yogamani
FisheyeMultiNet: Real-time Multi-task Learning Architecture for Surround-view Automated Parking System. CoRR (2019)
Ganesh Sistu, Sumanth Chennupati, Senthil Kumar Yogamani
Multi-stream CNN based Video Semantic Segmentation for Automated Driving. VISIGRAPP (5: VISAPP) (2019)
Sumanth Chennupati, Ganesh Sistu, Senthil Kumar Yogamani, Samir A. Rawashdeh
MultiNet++: Multi-Stream Feature Aggregation and Geometric Loss Strategy for Multi-Task Learning. CVPR Workshops (2019)
Sumanth Chennupati, Shagan Sah, Sai Nooka, Raymond W. Ptucha
Hierarchical Decomposition of Large Deep Networks. Computational Imaging (2016)
Sai Prasad Nooka, Sumanth Chennupati, Karthik Veerabhadra, Shagan Sah, Raymond W. Ptucha
Adaptive hierarchical classification networks. ICPR (2016)