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 / 109 papers shown

Title
Leveraging Motion Information for Better Self-Supervised Video Correspondence Learning Zihan Zhoua Changrui Daia Aibo Songa Xiaolin Fang VOS 69 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 48 2 0 21 Jan 2025
Generalizable Implicit Motion Modeling for Video Frame Interpolation Zujin Guo Wei Li Chen Change Loy 37 2 0 11 Jul 2024
UnSAMFlow: Unsupervised Optical Flow Guided by Segment Anything Model Shuai Yuan Lei Luo Zhuo Hui Can Pu Xiaoyu Xiang Rakesh Ranjan D. Demandolx 41 4 0 04 May 2024
Made to Order: Discovering monotonic temporal changes via self-supervised video ordering Charig Yang Weidi Xie Andrew Zisserman 36 2 0 25 Apr 2024
Video Frame Interpolation with Many-to-many Splatting and Spatial Selective Refinement Ping Hu Simon Niklaus Lu Zhang Stan Sclaroff Kate Saenko 27 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 35 90 0 07 Sep 2023
SportsSloMo: A New Benchmark and Baselines for Human-centric Video Frame Interpolation Jiaben Chen Huaizu Jiang 3DH 33 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 43 2 0 31 Jul 2023
Towards Saner Deep Image Registration Bin Duan Ming Zhong Yan Yan MedIm 24 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 28 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 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 33 5 0 21 Nov 2022
Progressive Motion Context Refine Network for Efficient Video Frame Interpolation Lingtong Kong Jinfeng Liu Jie Yang 25 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 31 193 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 42 64 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 24 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 16 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 19 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 74 146 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 18 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 33 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 30 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 66 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 19 31 0 08 Mar 2022
GMFlow: Learning Optical Flow via Global Matching Haofei Xu Jing Zhang Jianfei Cai Hamid Rezatofighi Dacheng Tao 53 342 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 14 4 0 05 Oct 2021
Sensor-Guided Optical Flow Matteo Poggi Filippo Aleotti S. Mattoccia 25 5 0 30 Sep 2021
Digging into Uncertainty in Self-supervised Multi-view Stereo Hongbin Xu Zhipeng Zhou Yali Wang Wenxiong Kang Baigui Sun Hao Li Yu Qiao UQCV 26 54 0 30 Aug 2021
Asymmetric Bilateral Motion Estimation for Video Frame Interpolation Jun-ho Park Chulwoo Lee Chang-Su Kim 33 150 0 15 Aug 2021