Benchmarking the Robustness of Optical Flow Estimation to Corruptions

22 November 2024

Papers citing "Benchmarking the Robustness of Optical Flow Estimation to Corruptions"

31 / 31 papers shown

Title
Benchmarking the Robustness of Temporal Action Detection Models Against Temporal Corruptions Runhao Zeng Xiaoyong Chen Jiaming Liang Huisi Wu Guangzhong Cao Yong Guo AAML 76 4 0 29 Mar 2024
FocusFlow: Boosting Key-Points Optical Flow Estimation for Autonomous Driving Zhonghua Yi Haowen Shi Kailun Yang Zhijie Xu Yaozu Ye Ze Wang Huajian Ni Kaiwei Wang 3DPC 59 9 0 14 Aug 2023
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation Saurabh Saxena Charles Herrmann Junhwa Hur Abhishek Kar Mohammad Norouzi Deqing Sun David J. Fleet DiffM 83 81 0 02 Jun 2023
Video ControlNet: Towards Temporally Consistent Synthetic-to-Real Video Translation Using Conditional Image Diffusion Models Ernie Chu Shuohao Lin Jun-Cheng Chen DiffM 46 21 0 30 May 2023
Delivering Arbitrary-Modal Semantic Segmentation Jiaming Zhang R. Liu Haowen Shi Kailun Yang Simon Reiß Kunyu Peng Haodong Fu Kaiwei Wang Rainer Stiefelhagen VLM 86 99 0 02 Mar 2023
Beyond the Field-of-View: Enhancing Scene Visibility and Perception with Clip-Recurrent Transformer Haowen Shi Zhijie Xu Kailun Yang Xiaoyue Yin Ze Wang Kaiwei Wang ViT 69 5 0 21 Nov 2022
Robustness Analysis of Video-Language Models Against Visual and Language Perturbations Madeline Chantry Schiappa Shruti Vyas Hamid Palangi Yogesh S Rawat Vibhav Vineet VLM 144 19 0 05 Jul 2022
Review on Panoramic Imaging and Its Applications in Scene Understanding Shaohua Gao Kailun Yang Haowen Shi Kaiwei Wang J. Bai 71 80 0 11 May 2022
FlowFormer: A Transformer Architecture for Optical Flow Zhaoyang Huang Xiaoyu Shi Chao Zhang Qiang Wang Ka Chun Cheung Hongwei Qin Jifeng Dai Hongsheng Li ViT 79 283 0 30 Mar 2022
PanoFlow: Learning 360° Optical Flow for Surrounding Temporal Understanding Haowen Shi Yifan Zhou Kailun Yang Xiaoyue Yin Ze Wang Yaozu Ye Zhen-fei Yin Shi Meng Peng Li Kaiwei Wang 3DPC 106 20 0 27 Feb 2022
CSFlow: Learning Optical Flow via Cross Strip Correlation for Autonomous Driving Haowen Shi Yifan Zhou Kailun Yang X. Yin Kaiwei Wang 3DPC 46 17 0 02 Feb 2022
GMFlow: Learning Optical Flow via Global Matching Haofei Xu Jing Zhang Jianfei Cai Hamid Rezatofighi Dacheng Tao 97 361 0 26 Nov 2021
Consistent Semantic Attacks on Optical Flow Tomer Koren L. Talker Michael Dinerstein R. Jevnisek AAML 52 4 0 16 Nov 2021
Benchmarking the Robustness of Spatial-Temporal Models Against Corruptions Chenyu Yi Siyuan Yang Haoliang Li Yap-Peng Tan Alex C. Kot 43 33 0 13 Oct 2021
SMURF: Self-Teaching Multi-Frame Unsupervised RAFT with Full-Image Warping Austin Stone Daniel Maurer Alper Ayvaci A. Angelova Rico Jonschkowski 93 84 0 14 May 2021
Learning to Estimate Hidden Motions with Global Motion Aggregation Shihao Jiang Dylan Campbell Yao Lu Hongdong Li Leonid Sigal 3DPC 113 297 0 06 Apr 2021
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 258 7,356 0 06 Oct 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 604 18,036 0 19 Jun 2020
Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation Lu Liu Jiangning Zhang Ruifei He Yong Liu Yabiao Wang Ying Tai Donghao Luo Chengjie Wang Jilin Li Feiyue Huang 68 177 0 29 Mar 2020
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow Zachary Teed Jia Deng MDE 219 2,623 0 26 Mar 2020
Attacking Optical Flow Anurag Ranjan J. Janai Andreas Geiger Michael J. Black AAML 3DPC 60 87 0 22 Oct 2019
Benchmarking the Robustness of Semantic Segmentation Models Christoph Kamann Carsten Rother VLM UQCV 50 165 0 14 Aug 2019
SelFlow: Self-Supervised Learning of Optical Flow Pengpeng Liu Michael Lyu Irwin King Jia Xu SSL 66 312 0 19 Apr 2019
Benchmarking Neural Network Robustness to Common Corruptions and Perturbations Dan Hendrycks Thomas G. Dietterich OOD VLM 170 3,431 0 28 Mar 2019
On the Robustness of Semantic Segmentation Models to Adversarial Attacks Anurag Arnab O. Mikšík Philip Torr AAML 74 307 0 27 Nov 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 251 2,444 0 07 Sep 2017
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring Seungjun Nah Tae Hyun Kim Kyoung Mu Lee 137 1,973 0 07 Dec 2016
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks Eddy Ilg N. Mayer Tonmoy Saikia Margret Keuper Alexey Dosovitskiy Thomas Brox 3DPC 255 3,079 0 06 Dec 2016
Fast Optical Flow using Dense Inverse Search Till Kroeger Radu Timofte Dengxin Dai Luc Van Gool 75 346 0 11 Mar 2016
Flow Fields: Dense Correspondence Fields for Highly Accurate Large Displacement Optical Flow Estimation C. Bailer B. Taetz D. Stricker 51 216 0 21 Aug 2015
EpicFlow: Edge-Preserving Interpolation of Correspondences for Optical Flow Jérôme Revaud Philippe Weinzaepfel Zaïd Harchaoui Cordelia Schmid 69 796 0 12 Jan 2015