UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss

21 November 2017

Papers citing "UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss"

50 / 128 papers shown

Title
Leveraging Motion Information for Better Self-Supervised Video Correspondence Learning Zihan Zhoua Changrui Daia Aibo Songa Xiaolin Fang VOS 71 0 0 15 Mar 2025
TOFFE -- Temporally-binned Object Flow from Events for High-speed and Energy-Efficient Object Detection and Tracking Adarsh Kosta Amogh Joshi Arjun Roy Rohan Kumar Manna M. Nagaraj Kaushik Roy 59 2 0 21 Jan 2025
Generalizable Implicit Motion Modeling for Video Frame Interpolation Zujin Guo Wei Li Chen Change Loy 42 2 0 11 Jul 2024
LRM-Zero: Training Large Reconstruction Models with Synthesized Data Desai Xie Sai Bi Zhixin Shu Kai Zhang Zexiang Xu Yi Zhou Soren Pirk Arie E. Kaufman Xin Sun Hao Tan SyDa 61 14 0 13 Jun 2024
UnSAMFlow: Unsupervised Optical Flow Guided by Segment Anything Model Shuai Yuan Lei Luo Zhuo Hui Can Pu Xiaoyu Xiang Rakesh Ranjan D. Demandolx 49 4 0 04 May 2024
Made to Order: Discovering monotonic temporal changes via self-supervised video ordering Charig Yang Weidi Xie Andrew Zisserman 42 2 0 25 Apr 2024
MaskFlow: Object-Aware Motion Estimation Aria Ahmadi D. R. M. Walton Tim Atherton Çağatay Dikici 3DPC 18 0 0 21 Nov 2023
Video Frame Interpolation with Many-to-many Splatting and Spatial Selective Refinement Ping Hu Simon Niklaus Lu Zhang Stan Sclaroff Kate Saenko 32 6 0 29 Oct 2023
Doduo: Learning Dense Visual Correspondence from Unsupervised Semantic-Aware Flow Zhenyu Jiang Hanwen Jiang Yuke Zhu VOS 36 4 0 26 Sep 2023
ProPainter: Improving Propagation and Transformer for Video Inpainting Shangchen Zhou Chongyi Li Kelvin C. K. Chan Chen Change Loy ViT 40 90 0 07 Sep 2023
SportsSloMo: A New Benchmark and Baselines for Human-centric Video Frame Interpolation Jiaben Chen Huaizu Jiang 3DH 52 6 0 31 Aug 2023
Uncertainty-Guided Spatial Pruning Architecture for Efficient Frame Interpolation Ri Cheng Xuhao Jiang Ruian He Shili Zhou Weimin Tan Bo Yan 48 2 0 31 Jul 2023
Towards Saner Deep Image Registration Bin Duan Ming Zhong Yan Yan MedIm 29 2 0 19 Jul 2023
Modelling Human Visual Motion Processing with Trainable Motion Energy Sensing and a Self-attention Network Zitang Sun Yen-Ju Chen Yung-Hao Yang Shinýa Nishida 3DH 33 0 0 16 May 2023
CapsFlow: Optical Flow Estimation with Capsule Networks Rahul Chand Rajat Arora K. Prabhakar R. Venkatesh Babu 3DPC 8 0 0 01 Apr 2023
$Optical Flow Estimation in 360$^\circ$ Videos: Dataset, Model and Application$ Optical Flow Estimation in 360 $^\circ$ Videos: Dataset, Model and Application Bin Duan Keshav Bhandari Gaowen Liu Yan Yan 24 0 0 27 Jan 2023
Lateral Strain Imaging using Self-supervised and Physically Inspired Constraints in Unsupervised Regularized Elastography A. Tehrani Md Ashikuzzaman H. Rivaz 48 16 0 16 Dec 2022
CbwLoss: Constrained Bidirectional Weighted Loss for Self-supervised Learning of Depth and Pose Fei Wang Jun Cheng Penglei Liu SSL 31 4 0 12 Dec 2022
Self-supervised AutoFlow Hsin-Ping Huang Charles Herrmann Junhwa Hur Erika Lu Kyle Sargent Austin Stone Ming-Hsuan Yang Deqing Sun 35 9 0 04 Dec 2022
Flow Guidance Deformable Compensation Network for Video Frame Interpolation Pengcheng Lei Faming Fang Guixu Zhang 30 6 0 22 Nov 2022
H-VFI: Hierarchical Frame Interpolation for Videos with Large Motions Changlin Li Guangyang Wu Yanan Sun Xin Tao Chi-Keung Tang Yu-Wing Tai 35 5 0 21 Nov 2022
Progressive Motion Context Refine Network for Efficient Video Frame Interpolation Lingtong Kong Jinfeng Liu Jie Yang 28 3 0 11 Nov 2022
Unifying Flow, Stereo and Depth Estimation Haofei Xu Jing Zhang Jianfei Cai Hamid Rezatofighi Feng Yu Dacheng Tao Andreas Geiger MDE 50 193 0 10 Nov 2022
A Unified Pyramid Recurrent Network for Video Frame Interpolation Xin Jin Longhai Wu Jie Chen Youxin Chen Jayoon Koo Cheul-hee Hahm 36 35 0 07 Nov 2022
CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion Philippe Weinzaepfel Vincent Leroy Thomas Lucas Romain Brégier Yohann Cabon Vaibhav Arora L. Antsfeld Boris Chidlovskii G. Csurka Jérôme Revaud SSL 44 65 0 19 Oct 2022
INV-Flow2PoseNet: Light-Resistant Rigid Object Pose from Optical Flow of RGB-D Images using Images, Normals and Vertices Torben Fetzer Gerd Reis D. Stricker 3DH 29 0 0 14 Sep 2022
A Compacted Structure for Cross-domain learning on Monocular Depth and Flow Estimation Yu Chen Xuechun Cao Xiaoyi Lin Baoru Huang Xiao-Yun Zhou Jian-Qing Zheng Guangzhong Yang MDE 27 1 0 25 Aug 2022
Temporal View Synthesis of Dynamic Scenes through 3D Object Motion Estimation with Multi-Plane Images Nagabhushan Somraj Pranali Sancheti R. Soundararajan 35 4 0 19 Aug 2022
Unsupervised Flow Refinement near Motion Boundaries Shuzhi Yu Hannah Kim Shuai Yuan Carlo Tomasi 19 5 0 03 Aug 2022
$Deep 360$^\circ$ Optical Flow Estimation Based on Multi-Projection Fusion$ Deep 360 $^\circ$ Optical Flow Estimation Based on Multi-Projection Fusion Yiheng Li Connelly Barnes Kun Huang Fang-Lue Zhang MDE 3DPC 24 16 0 27 Jul 2022
RealFlow: EM-based Realistic Optical Flow Dataset Generation from Videos Yunhui Han Kunming Luo Ao Luo Jiangyu Liu Haoqiang Fan G. Luo Shuaicheng Liu 32 23 0 22 Jul 2022
Semi-Supervised Learning of Optical Flow by Flow Supervisor Woobin Im Sebin Lee Sung-eui Yoon 32 11 0 21 Jul 2022
Self-SuperFlow: Self-supervised Scene Flow Prediction in Stereo Sequences Katharina Bendig René Schuster D. Stricker 3DPC 16 1 0 30 Jun 2022
Motion Estimation for Large Displacements and Deformations Qiao Chen Charalambos (Charis) Poullis 18 0 0 24 Jun 2022
IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation Lingtong Kong Boyuan Jiang Donghao Luo Wenqing Chu Xiaoming Huang Ying Tai Chengjie Wang Jie Yang 76 146 0 29 May 2022
FlowNet-PET: Unsupervised Learning to Perform Respiratory Motion Correction in PET Imaging T. O'Briain C. Uribe K. M. Yi Jonas Teuwen I. Sechopoulos M. Bazalova-Carter MedIm 21 2 0 27 May 2022
SETTI: A Self-supervised Adversarial Malware Detection Architecture in an IoT Environment Marjan Golmaryami R. Taheri Zahra Pooranian Mohammad Shojafar Pei Xiao 38 12 0 16 Apr 2022
Joint Learning of Feature Extraction and Cost Aggregation for Semantic Correspondence Jiwon Kim Youngjo Min Mira Kim Seung Wook Kim FedML 16 0 0 05 Apr 2022
Locality-Aware Inter-and Intra-Video Reconstruction for Self-Supervised Correspondence Learning Liulei Li Tianfei Zhou Wenguan Wang Lu Yang Jian-Wei Li Yi Yang SSL 35 47 0 27 Mar 2022
RNNPose: Recurrent 6-DoF Object Pose Refinement with Robust Correspondence Field Estimation and Pose Optimization Yan Xu Junyi Lin Guofeng Zhang Xiaogang Wang Hongsheng Li 37 58 0 24 Mar 2022
Disentangling Architecture and Training for Optical Flow Deqing Sun Charles Herrmann F. Reda Michael Rubinstein David Fleet William T. Freeman 3DPC OOD 71 34 0 21 Mar 2022
Transform your Smartphone into a DSLR Camera: Learning the ISP in the Wild A. S. Tripathi Martin Danelljan Samarth Shukla Radu Timofte Luc Van Gool 33 9 0 20 Mar 2022
Stochastic Video Prediction with Structure and Motion Adil Kaan Akan Sadra Safadoust Fatma Guney VGen 27 9 0 20 Mar 2022
Optical Flow Training under Limited Label Budget via Active Learning Shuai Yuan Xian Sun Hannah Kim Shuzhi Yu Carlo Tomasi 18 10 0 09 Mar 2022
Probabilistic Warp Consistency for Weakly-Supervised Semantic Correspondences Prune Truong Martin Danelljan Feng Yu Luc Van Gool 32 31 0 08 Mar 2022
GMFlow: Learning Optical Flow via Global Matching Haofei Xu Jing Zhang Jianfei Cai Hamid Rezatofighi Dacheng Tao 58 342 0 26 Nov 2021
Learning Generalized Visual Odometry Using Position-Aware Optical Flow and Geometric Bundle Adjustment Yijun Cao Xian-Shi Zhang Fuya Luo Peng Peng Yongjie Li 22 10 0 22 Nov 2021
Exploring the Semi-supervised Video Object Segmentation Problem from a Cyclic Perspective Yuxi Li N. Xu Wenjie Yang John See Weiyao Lin VOS 22 5 0 02 Nov 2021
Self-Supervised Learning of Perceptually Optimized Block Motion Estimates for Video Compression Somdyuti Paul A. Norkin A. Bovik 20 4 0 05 Oct 2021
Sensor-Guided Optical Flow Matteo Poggi Filippo Aleotti S. Mattoccia 25 5 0 30 Sep 2021