Fatma Güney

Most-cited papers

Computer Vision for Autonomous Vehicles: Problems, Datasets and State-of-the-Art
J. Janai, Fatma Güney, Aseem Behl, Andreas Geiger
2017Foundations and Trends in Computer Graphics and Vision975 citations Open access
Semantic Scholar
Displets: Resolving stereo ambiguities using object knowledge
Fatma Güney, Andreas Geiger
2015Computer Vision and Pattern Recognition241 citations
Semantic Scholar
Unsupervised Learning of Multi-Frame Optical Flow with Occlusions
J. Janai, Fatma Güney, Anurag Ranjan, Michael J. Black +1 more
2018European Conference on Computer Vision224 citations
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On the Integration of Optical Flow and Action Recognition
Laura Sevilla-Lara, Yiyi Liao, Fatma Güney, V. Jampani +2 more
2017German Conference on Pattern Recognition219 citations Open access
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Biowaste orange peel incorporated chitosan/polyvinyl alcohol composite films for food packaging applications
Pınar Terzioğlu, Fatma Güney, F. N. Parın, I. Sen +1 more
2021210 citations Open access
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ADAPT: Efficient Multi-Agent Trajectory Prediction with Adaptation
Görkay Aydemir, Adil Kaan Akan, Fatma Güney
2023IEEE International Conference on Computer Vision108 citations Open access
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RbA: Segmenting Unknown Regions Rejected by All
Nazir Nayal, Mısra Yavuz, João F. Henriques, Fatma Güney
2022IEEE International Conference on Computer Vision91 citations Open access
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Slow Flow: Exploiting High-Speed Cameras for Accurate and Diverse Optical Flow Reference Data
J. Janai, Fatma Güney, Jonas Wulff, Michael J. Black +1 more
2017Computer Vision and Pattern Recognition85 citations
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Deep Discrete Flow
Fatma Güney, Andreas Geiger
2016Asian Conference on Computer Vision74 citations
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StretchBEV: Stretching Future Instance Prediction Spatially and Temporally
Adil Kaan Akan, Fatma Güney
2022European Conference on Computer Vision67 citations Open access
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Self-supervised Object-Centric Learning for Videos
Görkay Aydemir, Weidi Xie, Fatma Güney
2023Neural Information Processing Systems62 citations Open access
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SLAMP: Stochastic Latent Appearance and Motion Prediction
Adil Kaan Akan, Erkut Erdem, Aykut Erdem, Fatma Güney
2021IEEE International Conference on Computer Vision51 citations Open access
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Track-On: Transformer-based Online Point Tracking with Memory
Görkay Aydemir, Xiongyi Cai, Weidi Xie, Fatma Güney
2025International Conference on Learning Representations28 citations
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Multi-Object Discovery by Low-Dimensional Object Motion
Sadra Safadoust, Fatma Güney
2023IEEE International Conference on Computer Vision18 citations Open access
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A Likelihood Ratio-Based Approach to Segmenting Unknown Objects
Nazir Nayal, Youssef Shoeb, Fatma Güney
2024International Journal of Computer Vision17 citations Open access
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Can Visual Foundation Models Achieve Long-term Point Tracking?
Görkay Aydemir, Weidi Xie, Fatma Güney
2024arXiv.org17 citations
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ETA: Efficiency through Thinking Ahead, a Dual Approach to Self-Driving with Large Models
Shadi Hamdan, Chong-Hao Sima, Ze-Tong Yang, Hongyang Li +1 more
2025IEEE International Conference on Computer Vision15 citations Open access
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Exploiting Object Similarity in 3D Reconstruction
Chen Zhou, Fatma Güney, Yizhou Wang, Andreas Geiger
2015IEEE International Conference on Computer Vision15 citations
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CarFormer: Self-Driving with Learned Object-Centric Representations
Shadi S. Hamdan, Fatma Güney
2024European Conference on Computer Vision13 citations
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Self-Evolving Depth-Supervised 3D Gaussian Splatting from Rendered Stereo Pairs
Sadra Safadoust, Fabio Tosi, Fatma Güney, Matteo Poggi
2024British Machine Vision Conference12 citations
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Have We Ever Encountered This Before? Retrieving Out-of-Distribution Road Obstacles from Driving Scenes
Youssef Shoeb, Robin Chan, Gesina Schwalbe, Azarm Nowzad +2 more
2023IEEE Workshop/Winter Conference on Applications of Computer Vision12 citations Open access
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Stochastic Video Prediction with Structure and Motion
Adil Kaan Akan, Sadra Safadoust, Erkut Erdem, Aykut Erdem +1 more
2022arXiv.org10 citations Open access
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Self-Supervised Monocular Scene Decomposition and Depth Estimation
Sadra Safadoust, Fatma Güney
2021International Conference on 3D Vision9 citations Open access
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Cross-pose facial expression recognition
Fatma Güney, Nuri Murat Arar, Mika Fischer, H. Ekenel
2013IEEE International Conference on Automatic Face & Gesture Recognition9 citations Open access
Semantic Scholar
Real-time face swapping in video sequences: Magic Mirror
Nuri Murat Arar, Fatma Güney, N. K. Bekmezci, Hua Gao +1 more
2011Signal Processing and Communications Applications Conference9 citations Open access
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Robust Bird's Eye View Segmentation by Adapting DINOv2
Merve Rabia Barin, Görkay Aydemir, Fatma Güney
2024arXiv.org8 citations
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Track-On2: Enhancing Online Point Tracking With Memory
Görkay Aydemir, Weidi Xie, Fatma Güney
2025IEEE Transactions on Pattern Analysis and Machine Intelligence7 citations Open access
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Trajectory Forecasting on Temporal Graphs
Görkay Aydemir, Adil Kaan Akan, Fatma Güney
2022arXiv.org7 citations Open access
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Emotion Recognition using Face Images
Fatma Güney
20115 citations
Semantic Scholar
Segment-Level Road Obstacle Detection Using Visual Foundation Model Priors and Likelihood Ratios
Youssef Shoeb, Nazir Nayal, Azarm Nowzad, Fatma Güney +1 more
2024VISIGRAPP : VISAPP4 citations
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Frustum Fusion: Pseudo-LiDAR and LiDAR Fusion for 3D Detection
Farzin Negahbani, Onur Berk Töre, Fatma Güney, Barış Akgün
2021arXiv.org4 citations
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Mapping like a Skeptic: Probabilistic BEV Projection for Online HD Mapping
F. Erdogan, Merve Rabia Barin, Fatma Güney
2025arXiv.org3 citations
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WarpRF: Multi-View Consistency for Training-Free Uncertainty Quantification and Applications in Radiance Fields
Sadra Safadoust, Fabio Tosi, Fatma Güney, Matteo Poggi
2025IEEE Workshop/Winter Conference on Applications of Computer Vision3 citations
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O1O: Grouping of Known Classes to Identify Unknown Objects as Odd-One-Out
Mısra Yavuz, Fatma Güney
2024Asian Conference on Computer Vision3 citations
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Özel Yetenekli Çocuklarla Yapılan Metafor Çalışmaları: Sistematik Bir Derleme
Fatma Güney, Serdar Sönmez
2024ASYA STUDIES3 citations Open access
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Pixels Together Strong: Segmenting Unknown Regions Rejected by All
Nazir Nayal, Mısra Yavuz, João F. Henriques, Fatma Güney
2022arXiv.org3 citations Open access
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"What Is Optical Flow For?": Workshop Results and Summary
Fatma Güney, Laura Sevilla-Lara, Deqing Sun, Jonas Wulff
2018ECCV Workshops3 citations Open access
Semantic Scholar
Test-Time Correction: An Online 3D Detection System via Visual Prompting
Han-Xue Zhang, Ze-Tong Yang, Yanan Sun, Li Chen +3 more
2024IEEE Transactions on Pattern Analysis and Machine Intelligence2 citations Open access
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Optimizing GNN-Based Multiple Object Tracking on a Graphcore IPU
Mustafa Açar, Fatma Güney, Didem Unat
2024ISC High Performance2 citations
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Privileged to Predicted: Towards Sensorimotor Reinforcement Learning for Urban Driving
Ege Onat Özsüer, Barış Akgün, Fatma Güney
2023arXiv.org1 citations Open access
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Open-set face recognition system
Fatma Güney, Nuri Murat Arar, H. Ekenel
2012Signal Processing and Communications Applications Conference1 citations
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Gender and Age Estimation Using Face Images
Fatma Güney
20111 citations
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Edinburgh Research Explorer "What Is Optical Flow For?'': Workshop Results and Summary
Fatma Güney, Laura Sevilla-Lara, Deqing Sun, Jonas Wulff
1 citations
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Progressive Risk Estimation for Accident Anticipation
Samet Hicsonmez, Eray Çakar, Nermin Samet, Fatma Güney
20260 citations
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FlowIt: Global Matching for Optical Flow with Confidence-Guided Refinement
Sadra Safadoust, Fabio Tosi, Matteo Poggi, Fatma Güney
2026arXiv.org0 citations
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FlowIt: Global Matching via Hierarchical Transformers and Optimal Transport for Optical Flow
Sadra Safadoust, Fabio Tosi, Matteo Poggi, Fatma Güney
20260 citations
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Real-World Point Tracking with Verifier-Guided Pseudo-Labeling
Görkay Aydemir, Fatma Güney, Weidi Xie
2026arXiv.org0 citations
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Zero-Shot Neural Architecture Search for Efficient Deep Stereo Matching
Alessio Mingozzi, Stefano Mattoccia, Matteo Poggi, Fatma Güney
2025International Conference on Image Analysis and Processing0 citations
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DepthP+P: Metric Accurate Monocular Depth Estimation using Planar and Parallax
Sadra Safadoust, Fatma Güney
2023Journal of Soft Computing and Artificial Intelligence0 citations Open access
Semantic Scholar
Two-Level Temporal Relation Model for Online Video Instance Segmentation
Çagan Selim Çoban, Oğuzhan Keskin, J. Pont-Tuset, Fatma Güney
2022Social Science Research Network0 citations Open access
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