PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume

7 September 2017

Papers citing "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume"

50 / 1,174 papers shown

Title
FLAVR: Flow-Agnostic Video Representations for Fast Frame Interpolation Tarun Kalluri Deepak Pathak Manmohan Chandraker Du Tran VGen 33 143 0 15 Dec 2020
Learned Video Codec with Enriched Reconstruction for CLIC P-frame Coding David Alexandre Hsueh-Ming Hang 16 3 0 14 Dec 2020
Learning Edge-Preserved Image Stitching from Large-Baseline Deep Homography Lang Nie Chunyu Lin K. Liao Yao Zhao 39 25 0 11 Dec 2020
Intrinsic Temporal Regularization for High-resolution Human Video Synthesis Lingbo Yang Zhanning Gao Peiran Ren Siwei Ma Wen Gao 3DH 24 1 0 11 Dec 2020
Optimization-Inspired Learning with Architecture Augmentations and Control Mechanisms for Low-Level Vision Risheng Liu Zhu Liu Pan Mu Xin-Yue Fan Zhongxuan Luo 23 5 0 10 Dec 2020
Video Deblurring by Fitting to Test Data Xuanchi Ren Zian Qian Qifeng Chen 16 7 0 09 Dec 2020
Human Detection and Segmentation via Multi-view Consensus Isinsu Katircioglu Helge Rhodin Jorg Sporri Mathieu Salzmann Pascal Fua 11 3 0 09 Dec 2020
Transformer Guided Geometry Model for Flow-Based Unsupervised Visual Odometry Xiangyu Li Yonghong Hou Pichao Wang Zhimin Gao Mingliang Xu Wanqing Li ViT 191 26 0 08 Dec 2020
Digital Gimbal: End-to-end Deep Image Stabilization with Learnable Exposure Times Omer Dahary M. Jacoby A. Bronstein 19 5 0 08 Dec 2020
Depth estimation on embedded computers for robot swarms in forest Chaoyue Niu Danesh Tarapore Klaus-Peter Zauner 36 1 0 05 Dec 2020
EVRNet: Efficient Video Restoration on Edge Devices Sachin Mehta Amit Kumar F. Reda Varun Nasery Vikram Mulukutla Rakesh Ranjan Vikas Chandra 12 11 0 03 Dec 2020
Motion-based Camera Localization System in Colonoscopy Videos Heming Yao R. Stidham Zijun Gao Jonathan Gryak Kayvan Najarian 29 17 0 03 Dec 2020
Video Anomaly Detection by Estimating Likelihood of Representations Yuqi Ouyang Victor Sanchez 16 17 0 02 Dec 2020
PV-RAFT: Point-Voxel Correlation Fields for Scene Flow Estimation of Point Clouds Yi Wei Ziyi Wang Yongming Rao Jiwen Lu Jie Zhou 3DPC 29 98 0 02 Dec 2020
PWCLO-Net: Deep LiDAR Odometry in 3D Point Clouds Using Hierarchical Embedding Mask Optimization Guangming Wang Xin Wu Zhe Liu Hesheng Wang 3DPC 27 65 0 02 Dec 2020
RAFT-3D: Scene Flow using Rigid-Motion Embeddings Zachary Teed Jia Deng VGen 3DPC 23 129 0 01 Dec 2020
Counting People by Estimating People Flows Weizhe Liu Mathieu Salzmann Pascal Fua 3DH 41 32 0 01 Dec 2020
UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning Kunming Luo Chuan Wang Shuaicheng Liu Haoqiang Fan Jue Wang Jian Sun MDE 27 75 0 01 Dec 2020
Animating Pictures with Eulerian Motion Fields Aleksander Holynski Brian L. Curless S. M. Seitz Richard Szeliski 24 61 0 30 Nov 2020
Cost Function Unrolling in Unsupervised Optical Flow Gal Lifshitz D. Raviv 45 3 0 30 Nov 2020
DUT: Learning Video Stabilization by Simply Watching Unstable Videos Yufei Xu Jing Zhang Stephen J. Maybank Dacheng Tao 25 42 0 30 Nov 2020
There and Back Again: Learning to Simulate Radar Data for Real-World Applications Rob Weston Oiwi Parker Jones Ingmar Posner 23 18 0 29 Nov 2020
Betrayed by Motion: Camouflaged Object Discovery via Motion Segmentation Hala Lamdouar Charig Yang Weidi Xie Andrew Zisserman 19 79 0 23 Nov 2020
A Closed-Form Solution to Local Non-Rigid Structure-from-Motion Shaifali Parashar Yuxuan Long Mathieu Salzmann Pascal Fua 8 2 0 23 Nov 2020
Learnable Sampling 3D Convolution for Video Enhancement and Action Recognition Shuyang Gu Jianmin Bao Dong Chen 28 2 0 22 Nov 2020
HMFlow: Hybrid Matching Optical Flow Network for Small and Fast-Moving Objects Suihanjin Yu Youming Zhang Chen Wang Xiao Bai Liang Zhang Edwin R. Hancock 27 3 0 19 Nov 2020
Attentional Separation-and-Aggregation Network for Self-supervised Depth-Pose Learning in Dynamic Scenes Feng Gao Jincheng Yu Hao Shen Yu Wang Huazhong Yang 3DPC 14 15 0 18 Nov 2020
Dynamic Occupancy Grid Mapping with Recurrent Neural Networks M. Schreiber Vasileios Belagiannis Claudius Glaser Klaus C. J. Dietmayer 24 34 0 17 Nov 2020
EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation Yang Jiao T. Tran Guangming Shi 35 33 0 16 Nov 2020
Real-Time Intermediate Flow Estimation for Video Frame Interpolation Zhewei Huang Tianyuan Zhang Wen Heng Boxin Shi Shuchang Zhou 27 190 0 12 Nov 2020
Learning to Segment Dynamic Objects using SLAM Outliers Adrian Bojko R. Dupont M. Tamaazousti Hervé Le Borgne 14 7 0 12 Nov 2020
Survey on 3D face reconstruction from uncalibrated images Araceli Morales Gemma Piella Federico Sukno 3DH 22 61 0 11 Nov 2020
Self-supervised Segmentation via Background Inpainting Isinsu Katircioglu Helge Rhodin Victor Constantin Jorg Sporri Mathieu Salzmann Pascal Fua 19 8 0 11 Nov 2020
FlowCaps: Optical Flow Estimation with Capsule Networks For Action Recognition Vinoj Jayasundara D. Roy Basura Fernando 3DPC 26 3 0 08 Nov 2020
IMU-Assisted Learning of Single-View Rolling Shutter Correction Jiawei Mo M. Islam Junaed Sattar 11 6 0 05 Nov 2020
CoT-AMFlow: Adaptive Modulation Network with Co-Teaching Strategy for Unsupervised Optical Flow Estimation Hengli Wang Rui Fan Ming Liu 33 15 0 04 Nov 2020
A Deep Temporal Fusion Framework for Scene Flow Using a Learnable Motion Model and Occlusions René Schuster C. Unger D. Stricker 36 13 0 03 Nov 2020
Revisiting Adaptive Convolutions for Video Frame Interpolation Simon Niklaus Long Mai Oliver Wang 33 54 0 02 Nov 2020
Do not trust the neighbors! Adversarial Metric Learning for Self-Supervised Scene Flow Estimation Victor Zuanazzi SSL 3DPC 35 0 0 01 Nov 2020
TartanVO: A Generalizable Learning-based VO Wenshan Wang Yaoyu Hu Sebastian Scherer 10 152 0 31 Oct 2020
SMOT: Single-Shot Multi Object Tracking Wei Li Yuanjun Xiong Shuo Yang Siqi Deng Wei Xia VOT 30 8 0 30 Oct 2020
Displacement-Invariant Matching Cost Learning for Accurate Optical Flow Estimation Jianyuan Wang Yiran Zhong Yuchao Dai Kaihao Zhang Pan Ji Hongdong Li 18 72 0 28 Oct 2020
Blind Video Temporal Consistency via Deep Video Prior Chenyang Lei Yazhou Xing Qifeng Chen 45 111 0 22 Oct 2020
Learning to Guide Local Feature Matches François Darmon Mathieu Aubry P. Monasse 3DV 35 11 0 21 Oct 2020
MonoComb: A Sparse-to-Dense Combination Approach for Monocular Scene Flow René Schuster C. Unger D. Stricker MDE 19 3 0 21 Oct 2020
AttendAffectNet: Self-Attention based Networks for Predicting Affective Responses from Movies Ha Thi Phuong Thao Balamurali B.T. Dorien Herremans Gemma Roig 16 7 0 21 Oct 2020
Real-time Localized Photorealistic Video Style Transfer Xide Xia Tianfan Xue Wei-Sheng Lai Zheng Sun Abby Chang Brian Kulis Jiawen Chen 71 30 0 20 Oct 2020
Deep Learning in Ultrasound Elastography Imaging Hongliang Li Manish Bhatt Zhen Qu Shiming Zhang Martin C. Hartel A. Khademhosseini G. Cloutier 22 0 0 14 Oct 2020
Semantic Flow-guided Motion Removal Method for Robust Mapping Xudong Lv Boya Wang D. Ye Shuo Wang 26 5 0 14 Oct 2020
A Heteroscedastic Likelihood Model for Two-frame Optical Flow Timothy Farnworth Christopher Renton Reuben Strydom A. Wills Tristan Perez 21 2 0 14 Oct 2020