FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

6 December 2016

Alexey Dosovitskiy

Thomas Brox

3DPC

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Papers citing "FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks"

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Title
Free-HeadGAN: Neural Talking Head Synthesis with Explicit Gaze Control M. Doukas Evangelos Ververas V. Sharmanska S. Zafeiriou CVBM 25 15 0 03 Aug 2022
Motion-aware Memory Network for Fast Video Salient Object Detection Xingke Zhao Haoran Liang Peipei Li Guodao Sun Dongdong Zhao Ronghua Liang Xiaofei He 30 11 0 01 Aug 2022
Benchmarking Visual-Inertial Deep Multimodal Fusion for Relative Pose Regression and Odometry-aided Absolute Pose Regression Felix Ott N. Raichur David Rügamer Tobias Feigl Heiko Neumann Bernd Bischl Christopher Mutschler 31 1 0 01 Aug 2022
Less is More: Consistent Video Depth Estimation with Masked Frames Modeling Yiran Wang Zhiyu Pan Xingyi Li Zhiguo Cao Ke Xian Jianming Zhang 35 27 0 31 Jul 2022
Training a universal instance segmentation network for live cell images of various cell types and imaging modalities Tianqi Guo Yin Wang Luis Solorio J. Allebach SSeg OOD 27 3 0 28 Jul 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
GPS-GLASS: Learning Nighttime Semantic Segmentation Using Daytime Video and GPS data H. Lee Changwoo Han Jun-Sang Yoo Seung‐Won Jung 29 10 0 27 Jul 2022
Learning-Based Keypoint Registration for Fetoscopic Mosaicking Alessandro Casella Sophia Bano Francisco Vasconcelos A. David D. Paladini Jan Deprest Elena De Momi L. Mattos S. Moccia Danail Stoyanov 13 3 0 26 Jul 2022
Multi-Scale RAFT: Combining Hierarchical Concepts for Learning-based Optical FLow Estimation Azin Jahedi Lukas Mehl Marc Rivinius Andrés Bruhn 23 14 0 25 Jul 2022
Audio-driven Neural Gesture Reenactment with Video Motion Graphs Yang Zhou Jimei Yang Dingzeyu Li Jun Saito Deepali Aneja E. Kalogerakis DiffM SLR 42 20 0 23 Jul 2022
Neural-Sim: Learning to Generate Training Data with NeRF Yunhao Ge Harkirat Singh Behl Lyne Tchapmi Suriya Gunasekar Neel Joshi Ya-heng Song Xin Wang Laurent Itti Vibhav Vineet 37 33 0 22 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 17 23 0 22 Jul 2022
Error Compensation Framework for Flow-Guided Video Inpainting Jaeyeon Kang Seoung Wug Oh Seon Joo Kim 41 38 0 21 Jul 2022
Semi-Supervised Learning of Optical Flow by Flow Supervisor Woobin Im Sebin Lee Sung-eui Yoon 32 11 0 21 Jul 2022
EASNet: Searching Elastic and Accurate Network Architecture for Stereo Matching Qiang-qiang Wang S. Shi Kaiyong Zhao X. Chu 10 5 0 20 Jul 2022
Self-Supervised Interactive Object Segmentation Through a Singulation-and-Grasping Approach Houjian Yu Changhyun Choi 12 13 0 19 Jul 2022
ParticleSfM: Exploiting Dense Point Trajectories for Localizing Moving Cameras in the Wild Wang Zhao Shaohui Liu Hengkai Guo Wenping Wang Yong-Jin Liu 35 63 0 19 Jul 2022
Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation Gensheng Pei Fumin Shen Yazhou Yao G. Xie Zhenmin Tang Jinhui Tang VOS 28 51 0 18 Jul 2022
USegScene: Unsupervised Learning of Depth, Optical Flow and Ego-Motion with Semantic Guidance and Coupled Networks Johan Vertens Wolfram Burgard MDE 11 2 0 15 Jul 2022
Weakly Supervised Video Salient Object Detection via Point Supervision Shuyong Gao Hao Xing Wei Zhang Yan Wang Qianyu Guo Wenqiang Zhang 33 24 0 15 Jul 2022
M-FUSE: Multi-frame Fusion for Scene Flow Estimation Lukas Mehl Azin Jahedi Jenny Schmalfuss Andrés Bruhn 3DPC 27 14 0 12 Jul 2022
Pixel-level Correspondence for Self-Supervised Learning from Video Yash Sharma Yi Zhu Chris Russell Thomas Brox SSL 20 4 0 08 Jul 2022
Complementing Brightness Constancy with Deep Networks for Optical Flow Prediction Vincent Le Guen Clément Rambour Nicolas Thome 30 1 0 08 Jul 2022
Flow Synthesis Based Visual Servoing Frameworks for Monocular Obstacle Avoidance Amidst High-Rises H. Sankhla M. N. Qureshi Shankara Narayanan Vaidyanathan Vedansh Mittal Gunjan Gupta Harit Pandya K. M. Krishna 25 2 0 07 Jul 2022
SNeRF: Stylized Neural Implicit Representations for 3D Scenes Thu Nguyen-Phuoc Feng Liu Lei Xiao 45 28 0 05 Jul 2022
FlowNAS: Neural Architecture Search for Optical Flow Estimation Zhiwei Lin Tingting Liang Taihong Xiao Yongtao Wang Zhi Tang Ming-Hsuan Yang 21 0 0 04 Jul 2022
How Far Can I Go ? : A Self-Supervised Approach for Deterministic Video Depth Forecasting Suaradip Nag Nisarg A. Shah Anran Qi Raghavendra Ramachandra MDE 22 2 0 01 Jul 2022
A Comprehensive Survey on Deep Gait Recognition: Algorithms, Datasets and Challenges Chuanfu Shen Shiqi Yu Jilong Wang George Q. Huang Liang Wang CVBM 42 53 0 28 Jun 2022
Placental Vessel Segmentation and Registration in Fetoscopy: Literature Review and MICCAI FetReg2021 Challenge Findings Sophia Bano Alessandro Casella Francisco Vasconcelos Abdul Qayyum A. Benzinou ... Jan Deprest Elena De Momi L. Mattos S. Moccia Danail Stoyanov 9 6 0 24 Jun 2022
Motion Estimation for Large Displacements and Deformations Qiao Chen Charalambos (Charis) Poullis 18 0 0 24 Jun 2022
Learning to Estimate and Refine Fluid Motion with Physical Dynamics Mingrui Zhang Jianhong Wang James Tlhomole M. Piggott 27 10 0 21 Jun 2022
A Comprehensive Survey on Video Saliency Detection with Auditory Information: the Audio-visual Consistency Perceptual is the Key! Chenglizhao Chen Mengke Song Wenfeng Song Li Guo Muwei Jian 35 26 0 20 Jun 2022
Video Shadow Detection via Spatio-Temporal Interpolation Consistency Training Xiao Lu Yihong Cao Sheng Liu Chengjiang Long Zipei Chen Xuanyu Zhou Yimin Yang Chunxia Xiao 19 18 0 17 Jun 2022
HairFIT: Pose-Invariant Hairstyle Transfer via Flow-based Hair Alignment and Semantic-Region-Aware Inpainting Chaeyeon Chung Taewoo Kim Hyelin Nam Seunghwan Choi Gyojung Gu S. Park Jaegul Choo 3DH 25 7 0 17 Jun 2022
Enhanced Bi-directional Motion Estimation for Video Frame Interpolation Xin Jin Longhai Wu Guotao Shen Youxin Chen Jie Chen Jayoon Koo Cheul-hee Hahm 19 23 0 17 Jun 2022
Multi-Contextual Predictions with Vision Transformer for Video Anomaly Detection Joo-Yeon Lee Woo-Jeoung Nam Seong-Whan Lee ViT 16 13 0 17 Jun 2022
Adversarial Patch Attacks and Defences in Vision-Based Tasks: A Survey Abhijith Sharma Yijun Bian Phil Munz Apurva Narayan VLM AAML 21 20 0 16 Jun 2022
$$\texttt{GradICON}$: Approximate Diffeomorphisms via Gradient Inverse Consistency$ $\texttt{GradICON}$ : Approximate Diffeomorphisms via Gradient Inverse Consistency Lin Tian Hastings Greer Franccois-Xavier Vialard Roland Kwitt Raúl San José Estépar Richard Jarrett Rushmore Nikolaos Makris Sylvain Bouix Marc Niethammer MedIm 16 29 0 13 Jun 2022
Dyna-DM: Dynamic Object-aware Self-supervised Monocular Depth Maps Kieran Saunders George Vogiatzis Luis J. Manso MDE 32 5 0 08 Jun 2022
Task Agnostic Restoration of Natural Video Dynamics M. K. Ali Dong-Jin Kim Tae Hyun Kim VGen 25 0 0 08 Jun 2022
Unsupervised Learning of 3D Scene Flow from Monocular Camera Guangming Wang Xiaoyu Tian Ruiqi Ding Hesheng Wang SSL 3DPC 30 17 0 08 Jun 2022
Priors in Deep Image Restoration and Enhancement: A Survey Yunfan Lu Yi Lin Hao Wu Yuan Luo Xueye Zheng Hui Xiong Lin Wang 41 3 0 04 Jun 2022
Efficient Multi-Purpose Cross-Attention Based Image Alignment Block for Edge Devices Bahri Batuhan Bilecen Alparslan Fisne Mustafa Ayazoglu 18 2 0 01 Jun 2022
SKFlow: Learning Optical Flow with Super Kernels Shangkun Sun Yuanqi Chen Y. Zhu Guodong Guo Gezhong Li 17 53 0 29 May 2022
Feature-Aligned Video Raindrop Removal with Temporal Constraints Wending Yan Lu Xu Wenhan Yang R. Tan 33 15 0 29 May 2022
Unsupervised Misaligned Infrared and Visible Image Fusion via Cross-Modality Image Generation and Registration Di Wang Jinyuan Liu Xin-Yue Fan Risheng Liu 55 171 0 24 May 2022
RCP: Recurrent Closest Point for Scene Flow Estimation on 3D Point Clouds Xiaodong Gu Chengzhou Tang Weihao Yuan Zuozhuo Dai Siyu Zhu Ping Tan 3DPC 25 10 0 23 May 2022
Unsupervised Learning of Depth, Camera Pose and Optical Flow from Monocular Video D. Mandal Abhilash Jain MDE 23 1 0 19 May 2022
SuperWarp: Supervised Learning and Warping on U-Net for Invariant Subvoxel-Precise Registration Sean I. Young Yael Balbastre Adrian V. Dalca W. Wells Juan Eugenio Iglesias Bruce Fischl 24 7 0 15 May 2022
FlowBot3D: Learning 3D Articulation Flow to Manipulate Articulated Objects Ben Eisner Harry Zhang David Held 38 89 0 09 May 2022