A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization

15 March 2019

Papers citing "A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization"

36 / 86 papers shown

Title
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
Sensor-Guided Optical Flow Matteo Poggi Filippo Aleotti S. Mattoccia 25 5 0 30 Sep 2021
PDC-Net+: Enhanced Probabilistic Dense Correspondence Network Prune Truong Martin Danelljan Radu Timofte Luc Van Gool 37 83 0 28 Sep 2021
Detail Preserving Residual Feature Pyramid Modules for Optical Flow Libo Long J. Lang 27 6 0 23 Jul 2021
DDCNet-Multires: Effective Receptive Field Guided Multiresolution CNN for Dense Prediction A. Salehi M. Balasubramanian 30 2 0 12 Jul 2021
DDCNet: Deep Dilated Convolutional Neural Network for Dense Prediction A. Salehi M. Balasubramanian MDE 21 14 0 09 Jul 2021
Learning by Distillation: A Self-Supervised Learning Framework for Optical Flow Estimation Pengpeng Liu M. Lyu Irwin King Jia Xu 21 7 0 08 Jun 2021
Learning optical flow from still images Filippo Aleotti Matteo Poggi S. Mattoccia 3DPC 36 34 0 08 Apr 2021
LIFE: Lighting Invariant Flow Estimation Zhaoyang Huang Xiao Pan Runsen Xu Yan Xu Ka Chun Cheung Guofeng Zhang Hongsheng Li 25 8 0 07 Apr 2021
Learning to Estimate Hidden Motions with Global Motion Aggregation Shihao Jiang Dylan Campbell Yao Lu Hongdong Li Richard I. Hartley 3DPC 30 292 0 06 Apr 2021
Learning Optical Flow from a Few Matches Shihao Jiang Yao Lu Hongdong Li Richard I. Hartley 27 70 0 05 Apr 2021
Optical Flow Dataset Synthesis from Unpaired Images A. Wälchli Paolo Favaro 16 0 0 02 Apr 2021
DCVNet: Dilated Cost Volume Networks for Fast Optical Flow Huaizu Jiang Erik Learned-Miller 3DPC 31 5 0 31 Mar 2021
There and Back Again: Self-supervised Multispectral Correspondence Estimation Celyn Walters Oscar Alejandro Mendez Maldonado Mark Johnson Richard Bowden SSL 41 7 0 19 Mar 2021
Optical Flow Estimation via Motion Feature Recovery Yang Jiao Guangming Shi T. Tran 19 4 0 16 Jan 2021
Learning Accurate Dense Correspondences and When to Trust Them Prune Truong Martin Danelljan Luc Van Gool Radu Timofte 3DH 3DPC 79 129 0 05 Jan 2021
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
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
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
GOCor: Bringing Globally Optimized Correspondence Volumes into Your Neural Network Prune Truong Martin Danelljan Luc Van Gool Radu Timofte 30 76 0 16 Sep 2020
PRAFlow_RVC: Pyramid Recurrent All-Pairs Field Transforms for Optical Flow Estimation in Robust Vision Challenge 2020 Zhexiong Wan Yuxin Mao Yuchao Dai MDE 22 4 0 14 Sep 2020
Video Super Resolution Based on Deep Learning: A Comprehensive Survey Hongying Liu Zhubo Ruan Peng Zhao Chao Dong Fanhua Shang Yuanyuan Liu Linlin Yang Radu Timofte SupR 36 168 0 25 Jul 2020
LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation Tak-Wai Hui Chen Change Loy 25 66 0 18 Jul 2020
STaRFlow: A SpatioTemporal Recurrent Cell for Lightweight Multi-Frame Optical Flow Estimation Pierre Godet Alexandre Boulch A. Plyer G. L. Besnerais 24 19 0 10 Jul 2020
OccInpFlow: Occlusion-Inpainting Optical Flow Estimation by Unsupervised Learning Kunming Luo Chuan Wang Nianjin Ye Shuaicheng Liu Jue Wang 11 18 0 30 Jun 2020
VDO-SLAM: A Visual Dynamic Object-aware SLAM System Jun Zhang M. Henein Robert E. Mahony V. Ila 33 149 0 22 May 2020
How Do Neural Networks Estimate Optical Flow? A Neuropsychology-Inspired Study D. D. Jong Federico Paredes-Valles Guido de Croon 32 8 0 20 Apr 2020
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow Zachary Teed Jia Deng MDE 92 2,556 0 26 Mar 2020
MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask Shengyu Zhao Yilun Sheng Yue Dong E. Chang Yan Xu 3DPC 12 210 0 24 Mar 2020
ScopeFlow: Dynamic Scene Scoping for Optical Flow Aviram Bar-Haim Lior Wolf 19 49 0 25 Feb 2020
Improving Optical Flow on a Pyramid Level Markus Hofinger Samuel Rota Buló Lorenzo Porzi A. Knapitsch Thomas Pock Peter Kontschieder 27 2 0 23 Dec 2019
GLU-Net: Global-Local Universal Network for Dense Flow and Correspondences Prune Truong Martin Danelljan Radu Timofte 3DPC 17 183 0 11 Dec 2019
Boosting Real-Time Driving Scene Parsing with Shared Semantics Zhenzhen Xiang Anbo Bao Jie Li Jianbo Su SSeg 35 6 0 16 Sep 2019
Deep Flow-Guided Video Inpainting Rui Xu Xiaoxiao Li Bolei Zhou Chen Change Loy VGen 21 219 0 08 May 2019
EDVR: Video Restoration with Enhanced Deformable Convolutional Networks Xintao Wang Kelvin C. K. Chan K. Yu Chao Dong Chen Change Loy SupR 33 1,002 0 07 May 2019
DVC: An End-to-end Deep Video Compression Framework Guo Lu Wanli Ouyang Dong Xu Xiaoyun Zhang Chunlei Cai Zhiyong Gao VGen 19 649 0 30 Nov 2018