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
Predicting the Future from First Person (Egocentric) Vision: A Survey Ivan Rodin Antonino Furnari Dimitrios Mavroeidis G. Farinella EgoV 29 42 0 28 Jul 2021
Accelerating Video Object Segmentation with Compressed Video Kai Xu Angela Yao VOS 25 21 0 26 Jul 2021
Learning to Adversarially Blur Visual Object Tracking Qing Guo Ziyi Cheng Felix Juefei Xu Lei Ma Xiaofei Xie Yang Liu Jianjun Zhao AAML 11 37 0 26 Jul 2021
Unsupervised Domain Adaptation for Video Semantic Segmentation Inkyu Shin Kwanyong Park Sanghyun Woo In So Kweon 11 10 0 23 Jul 2021
Domain Adaptive Video Segmentation via Temporal Consistency Regularization Dayan Guan Jiaxing Huang Aoran Xiao Shijian Lu 24 37 0 23 Jul 2021
Detail Preserving Residual Feature Pyramid Modules for Optical Flow Libo Long J. Lang 24 6 0 23 Jul 2021
EAN: Event Adaptive Network for Enhanced Action Recognition Yuan Tian Yichao Yan Guangtao Zhai G. Guo Zhiyong Gao 35 41 0 22 Jul 2021
External-Memory Networks for Low-Shot Learning of Targets in Forward-Looking-Sonar Imagery I. Sledge Christopher Toole J. Maestri José C. Príncipe 42 1 0 22 Jul 2021
LAPNet: Non-rigid Registration derived in k-space for Magnetic Resonance Imaging Thomas Kustner Jiazhen Pan H. Qi G. Cruz Christopher Gilliam T. Blu Bin Yang S. Gatidis René M. Botnar Claudia Prieto MedIm 10 30 0 19 Jul 2021
ST-DETR: Spatio-Temporal Object Traces Attention Detection Transformer Eslam Mohamed Ahmad El-Sallab ViT 22 1 0 13 Jul 2021
DDCNet-Multires: Effective Receptive Field Guided Multiresolution CNN for Dense Prediction A. Salehi M. Balasubramanian 30 2 0 12 Jul 2021
BEV-MODNet: Monocular Camera based Bird's Eye View Moving Object Detection for Autonomous Driving Hazem Rashed Mariam Essam M. Mohamed Ahmad El-Sallab S. Yogamani 27 11 0 11 Jul 2021
Merging Tasks for Video Panoptic Segmentation Jake Rap Panagiotis Meletis VOS 15 0 0 10 Jul 2021
DDCNet: Deep Dilated Convolutional Neural Network for Dense Prediction A. Salehi M. Balasubramanian MDE 21 14 0 09 Jul 2021
Universal 3-Dimensional Perturbations for Black-Box Attacks on Video Recognition Systems Shangyu Xie Han Wang Yu Kong Yuan Hong AAML 19 25 0 09 Jul 2021
Physics-informed generative neural network: an application to troposphere temperature prediction Zhihao Chen Jie Gao Weikai Wang Zheng Yan AI4CE 37 17 0 08 Jul 2021
NccFlow: Unsupervised Learning of Optical Flow With Non-occlusion from Geometry Guangming Wang Shuaiqi Ren Hesheng Wang 23 14 0 08 Jul 2021
Deep Learning for Embodied Vision Navigation: A Survey Fengda Zhu Yi Zhu Vincent CS Lee Xiaodan Liang Xiaojun Chang EgoV LM&Ro 42 0 0 07 Jul 2021
WeClick: Weakly-Supervised Video Semantic Segmentation with Click Annotations Peidong Liu Zibin He Xiyu Yan Yong-jia Jiang Shutao Xia Feng Zheng Maowei Hu 35 10 0 07 Jul 2021
Deep Learning for Micro-expression Recognition: A Survey Yante Li Jinsheng Wei Yang Liu Janne Kauttonen Guoying Zhao 38 61 0 06 Jul 2021
iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis A. Blattmann Timo Milbich Michael Dorkenwald Bjorn Ommer DiffM VGen 19 41 0 06 Jul 2021
Overcoming Obstructions via Bandwidth-Limited Multi-Agent Spatial Handshaking Nathan Glaser Yen-Cheng Liu Junjiao Tian Z. Kira 11 20 0 01 Jul 2021
Enhancing Multi-Robot Perception via Learned Data Association Nathan Glaser Yen-Cheng Liu Junjiao Tian Z. Kira 11 2 0 01 Jul 2021
A Consistency-Based Loss for Deep Odometry Through Uncertainty Propagation H. Damirchi Rooholla Khorrambakht H. Taghirad B. Moshiri 17 2 0 01 Jul 2021
SimNet: Enabling Robust Unknown Object Manipulation from Pure Synthetic Data via Stereo Thomas Kollar Michael Laskey Kevin Stone Brijen Thananjeyan Mark Tjersland 48 25 0 30 Jun 2021
Long-Short Temporal Modeling for Efficient Action Recognition Liyu Wu Yuexian Zou Can Zhang 21 1 0 30 Jun 2021
MODETR: Moving Object Detection with Transformers Eslam Mohamed Ahmad El-Sallab ViT 34 6 0 21 Jun 2021
Spatio-Temporal Multi-Task Learning Transformer for Joint Moving Object Detection and Segmentation Eslam Mohamed Ahmad El-Sallab 12 12 0 21 Jun 2021
Understanding Object Dynamics for Interactive Image-to-Video Synthesis A. Blattmann Timo Milbich Michael Dorkenwald Bjorn Ommer DiffM VGen 21 39 0 21 Jun 2021
Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting Martine Toering Ioannis Gatopoulos M. Stol Vincent Tao Hu SSL 40 11 0 18 Jun 2021
Novelty Detection via Contrastive Learning with Negative Data Augmentation Chengwei Chen Yuan Xie Shaohui Lin Ruizhi Qiao Jingren Zhou Xin Tan Yi Zhang Lizhuang Ma SSL 50 12 0 18 Jun 2021
Learning to Associate Every Segment for Video Panoptic Segmentation Sanghyun Woo Dahun Kim Joon-Young Lee In So Kweon VOS 33 29 0 17 Jun 2021
How can we learn (more) from challenges? A statistical approach to driving future algorithm development T. Ross Pierangela Bruno Annika Reinke Manuel Wiesenfarth Lisa Koeppel ... S. Moccia Francesco Calimeri Beat P. Müller-Stich A. Kopp-Schneider Lena Maier-Hein AAML 22 7 0 17 Jun 2021
TimeLens: Event-based Video Frame Interpolation S. Tulyakov Daniel Gehrig Stamatios Georgoulis Julius Erbach Mathias Gehrig Yuanyou Li Davide Scaramuzza 35 181 0 14 Jun 2021
Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers Mandela Patrick Dylan Campbell Yuki M. Asano Ishan Misra Ishan Misra Florian Metze Christoph Feichtenhofer Andrea Vedaldi João F. Henriques 30 274 0 09 Jun 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
Deep Neural Network-based Enhancement for Image and Video Streaming Systems: A Survey and Future Directions Royson Lee Stylianos I. Venieris Nicholas D. Lane AI4TS 57 44 0 07 Jun 2021
Deep Matching Prior: Test-Time Optimization for Dense Correspondence Sunghwan Hong Seungryong Kim 42 26 0 06 Jun 2021
Occlusion-aware Unsupervised Learning of Depth from 4-D Light Fields Jing Jin Junhui Hou 15 38 0 06 Jun 2021
CATs: Cost Aggregation Transformers for Visual Correspondence Seokju Cho Sunghwan Hong Sangryul Jeon Yunsung Lee Kwanghoon Sohn Seungryong Kim ViT 26 86 0 04 Jun 2021
Predicting Driver Intention Using Deep Neural Network Mahdi Bonyani Mina Rahmanian Simindokht Jahangard 16 2 0 31 May 2021
Unsupervised Joint Learning of Depth, Optical Flow, Ego-motion from Video Jianfeng Li Junqiao Zhao Shuangfu Song T. Feng 3DPC MDE 18 6 0 30 May 2021
Stylizing 3D Scene via Implicit Representation and HyperNetwork Pei-Ze Chiang Meng-Shiun Tsai Hung-Yu Tseng Wei-Sheng Lai Wei-Chen Chiu 3DH 38 117 0 27 May 2021
Issues in Object Detection in Videos using Common Single-Image CNNs Spencer Ploeger Lucas Dasovic 15 2 0 26 May 2021
Connect the Dots: In Situ 4D Seismic Monitoring of CO2 Storage with Spatio-temporal CNNs Shihang Feng Xitong Zhang B. Wohlberg N. Symons Youzuo Lin 14 7 0 25 May 2021
Taylor saves for later: disentanglement for video prediction using Taylor representation Ting Pan Zhuqing Jiang Jianan Han S. Wen Aidong Men Haiying Wang 30 5 0 24 May 2021
Finding a Needle in a Haystack: Tiny Flying Object Detection in 4K Videos using a Joint Detection-and-Tracking Approach Ryota Yoshihashi Rei Kawakami Shaodi You T. Trinh M. Iida T. Naemura ObjD VOT 29 3 0 18 May 2021
The Boombox: Visual Reconstruction from Acoustic Vibrations Boyuan Chen Mia Chiquier Hod Lipson Carl Vondrick 41 10 0 17 May 2021
SMURF: Self-Teaching Multi-Frame Unsupervised RAFT with Full-Image Warping Austin Stone Daniel Maurer Alper Ayvaci A. Angelova Rico Jonschkowski 40 81 0 14 May 2021
Local Frequency Domain Transformer Networks for Video Prediction Hafez Farazi Jan Nogga Sven Behnke ViT 11 14 0 10 May 2021