Concepedia

Serin Varghese

SV

5

Publications

115

Citations

5

H-Index

2020

Active since

Affiliations

Technische Universität Braunschweig(Current)

Volkswagen Group (United States)

Volkswagen Group (United Kingdom)

University of Wuppertal

Serin Varghese is an author at Technische Universität Braunschweig specializing in computer vision, machine vision, and computer science.

Top concepts

EngineeringData ScienceDeep LearningImage AnalysisMachine VisionScene AnalysisComputer VisionComputer ScienceMachine LearningPattern Recognition

Publications per year

2020–2021

5

Publications

5

The Vulnerability of Semantic Segmentation Networks to Adversarial Attacks in Autonomous Driving: Enhancing Extensive Environment Sensing

Andreas Bär, Jonas Löhdefink, Nikhil Kapoor et al. · IEEE Signal Processing Magazine · 2020 · 37 citations · Full text

Unsupervised Temporal Consistency Metric for Video Segmentation in Highly-Automated Driving

Serin Varghese, Yasin Bayzidi, Andreas Bär et al. · 2020 · 35 citations

Scene Analysis, Engineering, Machine Learning +17

Robust Semantic Segmentation by Redundant Networks With a Layer-Specific Loss Contribution and Majority Vote

Andreas Bär, Marvin Klingner, Serin Varghese et al. · 2020 · 18 citations

Convolutional Neural Network, Scene Analysis, Engineering +20

An Unsupervised Temporal Consistency (TC) Loss to Improve the Performance of Semantic Segmentation Networks

Serin Varghese, Sharat Gujamagadi, Marvin Klingner et al. · 2021 · 15 citations

Convolutional Neural Network, Scene Analysis, Engineering +20

Improving Video Instance Segmentation by Light-weight Temporal Uncertainty Estimates

Kira Maag, Matthias Rottmann, Serin Varghese et al. · 2021 · 10 citations

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