FlowNet: Learning Optical Flow with Convolutional Networks

26 April 2015

Alexey Dosovitskiy

Patrick van der Smagt

Daniel Cremers

Thomas Brox

3DPC

ArXiv PDF HTML

Papers citing "FlowNet: Learning Optical Flow with Convolutional Networks"

50 / 1,735 papers shown

Title
Joint Coarse-And-Fine Reasoning for Deep Optical Flow Victor Vaquero G. Ros Francesc Moreno-Noguer Antonio M. López Alberto Sanfeliu 8 12 0 22 Aug 2018
Learning Monocular Depth by Distilling Cross-domain Stereo Networks Xiaoyang Guo Hongsheng Li Shuai Yi Jimmy S. J. Ren Xiaogang Wang MDE 19 206 0 20 Aug 2018
FusionNet and AugmentedFlowNet: Selective Proxy Ground Truth for Training on Unlabeled Images Osama Makansi Eddy Ilg Thomas Brox 3DPC 38 6 0 20 Aug 2018
CBinfer: Exploiting Frame-to-Frame Locality for Faster Convolutional Network Inference on Video Streams Lukas Cavigelli Luca Benini 27 26 0 15 Aug 2018
MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics Xinchen Yan Akash Rastogi Ruben Villegas Kalyan Sunkavalli Eli Shechtman Sunil Hadap Ersin Yumer Honglak Lee 30 150 0 14 Aug 2018
Pixel Objectness: Learning to Segment Generic Objects Automatically in Images and Videos Bo Xiong S. Jain Kristen Grauman VOS 29 32 0 11 Aug 2018
A Semi-Supervised Data Augmentation Approach using 3D Graphical Engines Shuangjun Liu Sarah Ostadabbas 3DH 22 14 0 08 Aug 2018
Attentive Semantic Alignment with Offset-Aware Correlation Kernels Paul Hongsuck Seo Jongmin Lee Deunsol Jung Bohyung Han Minsu Cho 24 75 0 06 Aug 2018
Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation Eddy Ilg Tonmoy Saikia Margret Keuper Thomas Brox 3DPC 32 206 0 06 Aug 2018
Detailed Dense Inference with Convolutional Neural Networks via Discrete Wavelet Transform Lingni Ma J. Stückler Tao Wu Daniel Cremers 21 8 0 06 Aug 2018
Adaptive Temporal Encoding Network for Video Instance-level Human Parsing Qixian Zhou Xiaodan Liang Ke Gong Liang Lin VOS 3DH 36 54 0 02 Aug 2018
SegStereo: Exploiting Semantic Information for Disparity Estimation Guorun Yang Hengshuang Zhao Jianping Shi Zhidong Deng Jiaya Jia 27 337 0 31 Jul 2018
CrossNet: An End-to-end Reference-based Super Resolution Network using Cross-scale Warping Haitian Zheng Mengqi Ji Haoqian Wang Yebin Liu Lu Fang SupR 18 190 0 27 Jul 2018
Conditional Prior Networks for Optical Flow Yanchao Yang Stefano Soatto 3DPC 21 37 0 26 Jul 2018
Tackling 3D ToF Artifacts Through Learning and the FLAT Dataset Qi Guo I. Frosio Orazio Gallo Todd E. Zickler Jan Kautz 31 53 0 26 Jul 2018
Motion Feature Network: Fixed Motion Filter for Action Recognition Myunggi Lee Seungeui Lee S. Son Gyutae Park Nojun Kwak 30 121 0 26 Jul 2018
MVDepthNet: Real-time Multiview Depth Estimation Neural Network Kaixuan Wang Shaojie Shen MDE 42 123 0 23 Jul 2018
Actor-Action Semantic Segmentation with Region Masks K. Dang Chunluan Zhou Zhigang Tu Michael Hoy Justin Dauwels Junsong Yuan 21 8 0 23 Jul 2018
Three for one and one for three: Flow, Segmentation, and Surface Normals Hoàng-Ân Lê A. S. Baslamisli Thomas Mensink Theo Gevers 16 17 0 19 Jul 2018
Accel: A Corrective Fusion Network for Efficient Semantic Segmentation on Video Samvit Jain Xin Eric Wang Joseph E. Gonzalez VOS 30 137 0 17 Jul 2018
ENG: End-to-end Neural Geometry for Robust Depth and Pose Estimation using CNNs Thanuja Dharmasiri Andrew Spek Tom Drummond 3DV MDE 26 16 0 16 Jul 2018
Cross Pixel Optical Flow Similarity for Self-Supervised Learning Aravindh Mahendran James Thewlis Andrea Vedaldi SSL 24 61 0 15 Jul 2018
SceneEDNet: A Deep Learning Approach for Scene Flow Estimation Ravi Kumar Thakur Snehasis Mukherjee 3DPC 22 6 0 10 Jul 2018
Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration Yipeng Hu Marc Modat Eli Gibson Wenqi Li N. Ghavami ... M. Emberton Sébastien Ourselin J. A. Noble D. Barratt Tom Kamiel Magda Vercauteren 60 382 0 09 Jul 2018
Verisimilar Image Synthesis for Accurate Detection and Recognition of Texts in Scenes Fangneng Zhan Shijian Lu Chuhui Xue 30 111 0 09 Jul 2018
PARN: Pyramidal Affine Regression Networks for Dense Semantic Correspondence Sangryul Jeon Seungryong Kim Dongbo Min Kwanghoon Sohn 23 62 0 09 Jul 2018
Video Frame Interpolation by Plug-and-Play Deep Locally Linear Embedding Anh-Duc Nguyen Woojae Kim Jongyoo Kim Sanghoon Lee 13 5 0 04 Jul 2018
Small-scale Pedestrian Detection Based on Somatic Topology Localization and Temporal Feature Aggregation Tao Song Leiyu Sun Di Xie Haiming Sun Shiliang Pu 24 54 0 04 Jul 2018
ReCoNet: Real-time Coherent Video Style Transfer Network Chang Gao Derun Gu Fangjun Zhang Yizhou Yu 32 58 0 03 Jul 2018
SymmNet: A Symmetric Convolutional Neural Network for Occlusion Detection Ang Li Zejian Yuan 21 12 0 03 Jul 2018
VUNet: Dynamic Scene View Synthesis for Traversability Estimation using an RGB Camera Noriaki Hirose Amir Sadeghian Fei Xia Roberto Martin-Martin Silvio Savarese 27 38 0 22 Jun 2018
Unsupervised Deep Multi-focus Image Fusion X. Yan Syed Zulqarnain Gilani Hanlin Qin Ajmal Mian 32 44 0 19 Jun 2018
Deformable Generator Networks: Unsupervised Disentanglement of Appearance and Geometry X. Xing Ruiqi Gao Tian Han Song-Chun Zhu Ying Nian Wu DRL 24 28 0 16 Jun 2018
Learning Human Optical Flow Anurag Ranjan Javier Romero Michael J. Black 3DH 27 31 0 14 Jun 2018
BA-Net: Dense Bundle Adjustment Network Chengzhou Tang P. Tan 3DV 34 287 0 13 Jun 2018
Super-Resolution using Convolutional Neural Networks without Any Checkerboard Artifacts Y. Sugawara Sayaka Shiota Hitoshi Kiya SupR 37 51 0 07 Jun 2018
PointFlowNet: Learning Representations for Rigid Motion Estimation from Point Clouds Aseem Behl Despoina Paschalidou S. Donné Andreas Geiger 3DPC 19 13 0 06 Jun 2018
Practical Deep Stereo (PDS): Toward applications-friendly deep stereo matching S. Tulyakov A. Ivanov François Fleuret 3DV 18 126 0 05 Jun 2018
FlowNet3D: Learning Scene Flow in 3D Point Clouds Xingyu Liu C. Qi Leonidas J. Guibas 3DPC 19 474 0 04 Jun 2018
Digging Into Self-Supervised Monocular Depth Estimation Clément Godard Oisin Mac Aodha Michael Firman Gabriel J. Brostow MDE SSL 25 6 0 04 Jun 2018
ProFlow: Learning to Predict Optical Flow Daniel Maurer Andrés Bruhn 26 41 0 03 Jun 2018
Deep-Energy: Unsupervised Training of Deep Neural Networks Alona Golts Daniel Freedman Michael Elad PINN 29 5 0 31 May 2018
Lightweight Probabilistic Deep Networks Jochen Gast Stefan Roth UQCV OOD BDL 33 180 0 29 May 2018
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation Anurag Ranjan Varun Jampani Lukas Balles Kihwan Kim Deqing Sun Jonas Wulff Michael J. Black SSL 37 586 0 24 May 2018
DeepPhys: Video-Based Physiological Measurement Using Convolutional Attention Networks W. Chen Daniel J. McDuff 3DH HAI 31 470 0 21 May 2018
DeLS-3D: Deep Localization and Segmentation with a 3D Semantic Map Peng Wang Ruigang Yang Binbin Cao Wenyuan Xu Yuanqing Lin 3DPC 39 58 0 13 May 2018
Layered Optical Flow Estimation Using a Deep Neural Network with a Soft Mask Xi Zhang Di Ma Xu Ouyang Shanshan Jiang Lin Gan G. Agam 3DPC 21 4 0 09 May 2018
FlowFields++: Accurate Optical Flow Correspondences Meet Robust Interpolation René Schuster C. Bailer Oliver Wasenmüller D. Stricker 27 22 0 09 May 2018
Learning on the Edge: Explicit Boundary Handling in CNNs Carlo Innamorati Tobias Ritschel Tim Weyrich Niloy J. Mitra 19 20 0 08 May 2018
Learning Optical Flow via Dilated Networks and Occlusion Reasoning Yi Zhu Shawn D. Newsam 3DPC 19 13 0 07 May 2018