Joel Janai

Computer Science · Physical Sciences

8h-index1.4kcitations13works5.02yr avg
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Research Topics

Advanced Neural Network Applications(8), Autonomous Vehicle Technology and Safety(5), Video Surveillance and Tracking Methods(3), Advanced Vision and Imaging(3), Advanced Image and Video Retrieval Techniques(3)

Publications13 total

SparseLaneSTP: Leveraging Spatio-Temporal Priors with Sparse Transformers for 3D Lane Detection
ArXiv.org·2026Open Access
SparseLaneSTP: Leveraging Spatio-Temporal Priors with Sparse Transformers for 3D Lane Detection
arXiv (Cornell University)·2026Open Access
LaneCPP: Continuous 3D Lane Detection Using Physical Priors
2024· 20 cited
LaneCPP: Continuous 3D Lane Detection using Physical Priors
arXiv (Cornell University)·2024Open Access
3D-SpLineNet: 3D Traffic Line Detection using Parametric Spline Representations
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)·2023· 8 cited
Addressing the Data Scarcity of Learning-based Optical Flow Approaches
Universitätsbibliothek Tübingen·2020Open Access
Computer Vision for Autonomous Vehicles: Problems, Datasets and State of the Art
2020· 221 cited
Computer Vision for Autonomous Vehicles: Problems, Datasets and State of the Art
Foundations and Trends® in Computer Graphics and Vision·2020· 605 citedOpen Access
Attacking Optical Flow
arXiv (Cornell University)·2019· 2 citedOpen Access
Attacking Optical Flow
2019· 86 cited
Unsupervised Learning of Multi-Frame Optical Flow with Occlusions
Lecture notes in computer science·2018· 205 cited
Slow Flow: Exploiting High-Speed Cameras for Accurate and Diverse Optical Flow Reference Data
2017· 80 cited
Computer Vision for Autonomous Vehicles: Problems, Datasets and State of the Art
arXiv (Cornell University)·2017· 144 citedOpen Access

Frequent Co-authors

Andreas Geiger(7), Fatma Güney(5), Maximilian Pittner(5), Alexandru Paul Condurache(5), Michael J. Black(4), Aseem Behl(3), Anurag Ranjan(3), Mario Faigle(2), Jonas Wulff(1)