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
360 Depth Estimation in the Wild -- The Depth360 Dataset and the SegFuse Network Qi Feng Hubert P. H. Shum Shigeo Morishima 3DPC MDE 22 24 0 16 Feb 2022
Exploring Discontinuity for Video Frame Interpolation Sangjin Lee Hyeongmin Lee Chajin Shin Hanbin Son Sangyoun Lee VGen 32 4 0 15 Feb 2022
Neural Architecture Search for Dense Prediction Tasks in Computer Vision T. Elsken Arber Zela J. H. Metzen B. Staffler Thomas Brox Abhinav Valada Frank Hutter OOD 36 17 0 15 Feb 2022
Box Supervised Video Segmentation Proposal Network Tanveer Hannan Rajat Koner Jonathan Kobold Matthias Schubert VOS 30 5 0 14 Feb 2022
CATs++: Boosting Cost Aggregation with Convolutions and Transformers Seokju Cho Sunghwan Hong Seung Wook Kim ViT 27 34 0 14 Feb 2022
RandomSEMO: Normality Learning Of Moving Objects For Video Anomaly Detection Chaewon Park Minhyeok Lee Myeongah Cho Sangyoun Lee 24 0 0 13 Feb 2022
Tiny Object Tracking: A Large-scale Dataset and A Baseline Yabin Zhu Chenglong Li Yaoqi Liu Tianlin Li Jin Tang Bin Luo Zhixiang Huang ObjD 23 29 0 11 Feb 2022
Learning Optical Flow with Adaptive Graph Reasoning Ao Luo Fan Yang Kunming Luo Xin Li Haoqiang Fan Shuaicheng Liu 27 56 0 08 Feb 2022
CSFlow: Learning Optical Flow via Cross Strip Correlation for Autonomous Driving Haowen Shi Yifan Zhou Kailun Yang X. Yin Kaiwei Wang 3DPC 27 17 0 02 Feb 2022
IFOR: Iterative Flow Minimization for Robotic Object Rearrangement Ankit Goyal Arsalan Mousavian Chris Paxton Yu-Wei Chao Brian Okorn Jia Deng Dieter Fox 43 55 0 01 Feb 2022
Non-linear Motion Estimation for Video Frame Interpolation using Space-time Convolutions Saikat Dutta Arulkumar Subramaniam Anurag Mittal 46 8 0 27 Jan 2022
Learning Pixel Trajectories with Multiscale Contrastive Random Walks Zhangxing Bian Allan Jabri Alexei A. Efros Andrew Owens VOS 30 37 0 20 Jan 2022
DFBVS: Deep Feature-Based Visual Servo Nicholas Adrian Van-Thach Do Quang Pham 15 9 0 20 Jan 2022
Autoencoding Video Latents for Adversarial Video Generation Sai Hemanth Kasaraneni VGen 30 3 0 18 Jan 2022
Learning Temporally and Semantically Consistent Unpaired Video-to-video Translation Through Pseudo-Supervision From Synthetic Optical Flow Kaihong Wang K. Akash Teruhisa Misu 33 9 0 15 Jan 2022
MetaDance: Few-shot Dancing Video Retargeting via Temporal-aware Meta-learning Yuying Ge Yibing Song Ruimao Zhang Ping Luo VGen DiffM 25 0 0 13 Jan 2022
Neural Residual Flow Fields for Efficient Video Representations Daniel Rho Ju-Hee Cho J. Ko Eunbyung Park 27 21 0 12 Jan 2022
Enhancing Egocentric 3D Pose Estimation with Third Person Views Ameya Dhamanaskar Mariella Dimiccoli Enric Corona Albert Pumarola Francesc Moreno-Noguer EgoV 38 12 0 06 Jan 2022
360° Optical Flow using Tangent Images Mingze Yuan Christian Richardt MDE 22 13 0 28 Dec 2021
SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-Trained Siamese Transformers Lin Liu Shanxin Yuan Jianzhuang Liu Xintao Guo Youliang Yan Qi Tian ViT 26 12 0 17 Dec 2021
Slot-VPS: Object-centric Representation Learning for Video Panoptic Segmentation Yi Zhou Hui Zhang Hana Lee Shuyang Sun Pingjun Li Yangguang Zhu ByungIn Yoo Xiaojuan Qi Jae-Joon Han VOS 33 26 0 16 Dec 2021
Pixel-wise Deep Image Stitching H. Kweon Hyeonseong Kim Yoonsu Kang Youngho Yoon Wooseong Jeong Kuk-Jin Yoon 23 10 0 12 Dec 2021
GAN-Supervised Dense Visual Alignment William S. Peebles Jun-Yan Zhu Richard Y. Zhang Antonio Torralba Alexei A. Efros Eli Shechtman 32 67 0 09 Dec 2021
Regularity Learning via Explicit Distribution Modeling for Skeletal Video Anomaly Detection Shoubin Yu Zhong-Hua Zhao Haoshu Fang Andong Deng Haisheng Su Dongliang Wang Weihao Gan Cewu Lu Wei Wu 30 18 0 07 Dec 2021
Deep Depth from Focus with Differential Focus Volume Fengting Yang Xiaolei Huang Zihan Zhou MDE 19 21 0 03 Dec 2021
MUNet: Motion Uncertainty-aware Semi-supervised Video Object Segmentation Jiadai Sun Yuxin Mao Yuchao Dai Yiran Zhong Jianyuan Wang VOS 13 22 0 29 Nov 2021
GMFlow: Learning Optical Flow via Global Matching Haofei Xu Jing Zhang Jianfei Cai Hamid Rezatofighi Dacheng Tao 53 342 0 26 Nov 2021
Improving the Perceptual Quality of 2D Animation Interpolation Shuhong Chen Matthias Zwicker 25 28 0 24 Nov 2021
FlowVOS: Weakly-Supervised Visual Warping for Detail-Preserving and Temporally Consistent Single-Shot Video Object Segmentation Julia Gong F. Holsinger Serena Yeung VOS 12 2 0 20 Nov 2021
Temporal-MPI: Enabling Multi-Plane Images for Dynamic Scene Modelling via Temporal Basis Learning Wenpeng Xing Jie Chen 13 14 0 20 Nov 2021
FAMINet: Learning Real-time Semi-supervised Video Object Segmentation with Steepest Optimized Optical Flow Ziyang Liu Jingmeng Liu Weihai Chen Xingming Wu Zhengguo Li VOS 16 9 0 20 Nov 2021
CamLiFlow: Bidirectional Camera-LiDAR Fusion for Joint Optical Flow and Scene Flow Estimation Haisong Liu Tao Lu Yihui Xu Jia-Wei Liu Wenjie Li Lijun Chen 3DPC 29 52 0 20 Nov 2021
Lidar with Velocity: Correcting Moving Objects Point Cloud Distortion from Oscillating Scanning Lidars by Fusion with Camera Wen Yang Zheng Gong Baifu Huang Xiaoping Hong 24 21 0 18 Nov 2021
Learning Scene Dynamics from Point Cloud Sequences Pan He Patrick Emami Sanjay Ranka Anand Rangarajan 3DPC 36 18 0 16 Nov 2021
Consistent Semantic Attacks on Optical Flow Tomer Koren L. Talker Michael Dinerstein R. Jevnisek AAML 20 4 0 16 Nov 2021
The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos Runtao Liu Zhirong Wu Stella X. Yu Stephen Lin VOS 32 51 0 11 Nov 2021
Dance In the Wild: Monocular Human Animation with Neural Dynamic Appearance Synthesis Tuanfeng Y. Wang Duygu Ceylan Krishna Kumar Singh Niloy J. Mitra 3DH 21 17 0 10 Nov 2021
FabricFlowNet: Bimanual Cloth Manipulation with a Flow-based Policy Thomas Weng Sujay Bajracharya Yufei Wang Khush Agrawal David Held 26 82 0 10 Nov 2021
LiMoSeg: Real-time Bird's Eye View based LiDAR Motion Segmentation S. Mohapatra Mona Hodaei S. Yogamani Stefan Milz H. Gotzig Martin Simon Hazem Rashed Patrick Mäder 19 27 0 08 Nov 2021
Texture-enhanced Light Field Super-resolution with Spatio-Angular Decomposition Kernels Zexi Hu Xiaoming Chen H. W. F. Yeung Yuk Ying Chung Zhibo Chen SupR 25 18 0 07 Nov 2021
Spatial-Temporal Residual Aggregation for High Resolution Video Inpainting Vishnu Sanjay Ramiya Srinivasan Rui Ma Qiang Tang Zili Yi Zhan Xu 34 4 0 05 Nov 2021
Video Salient Object Detection via Contrastive Features and Attention Modules Yi-Wen Chen Xiaojie Jin Xiaohui Shen Ming-Hsuan Yang VOS 33 19 0 03 Nov 2021
Absolute distance prediction based on deep learning object detection and monocular depth estimation models Armin Masoumian David G. F. Marei Saddam Abdulwahab Julián Cristiano D. Puig Hatem A. Rashwan MDE 25 22 0 02 Nov 2021
Joint Detection of Motion Boundaries and Occlusions Hannah Kim Shuzhi Yu Carlo Tomasi 30 5 0 01 Nov 2021
A robust single-pixel particle image velocimetry based on fully convolutional networks with cross-correlation embedded Qingsong Gao Hongtao Lin Han Tu Haoran Zhu R. Wei Guoping Zhang Xueming Shao 24 30 0 31 Oct 2021
Saliency detection with moving camera via background model completion Yupei Zhang Kwok-Leung Chan 21 2 0 30 Oct 2021
DocScanner: Robust Document Image Rectification with Progressive Learning Hao Feng Wen-gang Zhou Jiajun Deng Qi Tian Houqiang Li 31 25 0 28 Oct 2021
Deep DIC: Deep Learning-Based Digital Image Correlation for End-to-End Displacement and Strain Measurement Ru Yang Yang Li D. Zeng Ping Guo 26 83 0 26 Oct 2021
Perceptual Consistency in Video Segmentation Yizhe Zhang Shubhankar Borse Hong Cai Ying Wang N. Bi Xiaoyun Jiang Fatih Porikli VOS 16 14 0 24 Oct 2021
AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation Yizhe Zhang Shubhankar Borse H. Cai Fatih Porikli VOS TTA 38 40 0 24 Oct 2021