Concepedia

Sumanth Chennupati

SC

6

Publications

131

Citations

6

H-Index

2019

Active since

Affiliations

Valeo (Ireland)(Current)

University of Michigan–Dearborn

Valeo Physical Therapy (United States)

Valeo (United States)

Sumanth Chennupati is an author at Valeo (Ireland) specializing in engineering, computer vision, and machine vision.

Top concepts

EngineeringDeep LearningImage AnalysisMachine VisionComputer VisionComputer ScienceMachine LearningRobot LearningObject DetectionScene Understanding

Publications per year

2019–2023

6

Publications

6

NeurAll: Towards a Unified Visual Perception Model for Automated Driving

Ganesh Sistu, Isabelle Leang, Sumanth Chennupati et al. · 2019 · 29 citations

Geometric Learning, Convolutional Neural Network, Engineering +19

AuxNet: Auxiliary Tasks Enhanced Semantic Segmentation for Automated Driving

Sumanth Chennupati, Ganesh Sistu, Senthil Yogamani et al. · 2019 · 27 citations · Full text

DeepTrailerAssist: Deep Learning Based Trailer Detection, Tracking and Articulation Angle Estimation on Automotive Rear-View Camera

Ashok Dahal, Md. Jakir Hossen, Sumanth Chennupati et al. · 2019 · 25 citations

Automotive Tracking, Trailer Perception Problems, Engineering +17

Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation

Shao-Yuan Lo, Poojan Oza, Sumanth Chennupati et al. · 2023 · 19 citations

Scene Analysis, Engineering, Machine Learning +17

AuxNet: Auxiliary Tasks Enhanced Semantic Segmentation for Automated Driving

Sumanth Chennupati, Ganesh Sistu, Senthil Yogamani et al. · 2019 · 17 citations

Image Analysis, Machine Vision, Engineering +9

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