EM-driven unsupervised learning for efficient motion segmentation

6 January 2022

Papers citing "EM-driven unsupervised learning for efficient motion segmentation"

30 / 30 papers shown

Title
Deep Learning in Concealed Dense Prediction Pancheng Zhao Deng-Ping Fan Shupeng Cheng Salman Khan F. Khan David A. Clifton P. Xu Jufeng Yang VLM 19 0 0 15 Apr 2025
Easi3R: Estimating Disentangled Motion from DUSt3R Without Training Xingyu Chen Yue Chen Yuliang Xiu Andreas Geiger Anpei Chen 3DPC VGen 35 1 0 31 Mar 2025
Segment Any Motion in Videos Nan Huang Wenzhao Zheng Chenfeng Xu Kurt Keutzer Shanghang Zhang Angjoo Kanazawa Qianqian Wang VOS 44 0 0 28 Mar 2025
Learning segmentation from point trajectories Laurynas Karazija Iro Laina Christian Rupprecht Andrea Vedaldi 3DPC 46 1 0 21 Jan 2025
RoMo: Robust Motion Segmentation Improves Structure from Motion Lily Goli S. Sabour Mark J. Matthews Marcus A. Brubaker Dmitry Lagun Alec Jacobson David J. Fleet Saurabh Saxena Andrea Tagliasacchi VOS 97 3 0 27 Nov 2024
Adverse Weather Optical Flow: Cumulative Homogeneous-Heterogeneous Adaptation Hanyu Zhou Yi Chang Zhiwei Shi Wending Yan Gang Chen Yonghong Tian Luxin Yan 18 1 0 25 Sep 2024
A Survey of Camouflaged Object Detection and Beyond Fengyang Xiao Sujie Hu Yuqi Shen Chengyu Fang Jinfa Huang Chunming He Longxiang Tang Ziyun Yang Xiu Li 53 9 0 26 Aug 2024
Neuromorphic Perception and Navigation for Mobile Robots: A Review Alvaro Novo Francisco Lobon Hector Garcia de Marina Samuel Romero Francisco Barranco 38 8 0 09 Jul 2024
Dense Monocular Motion Segmentation Using Optical Flow and Pseudo Depth Map: A Zero-Shot Approach Yuxiang Huang Yuhao Chen John S. Zelek MDE 33 2 0 27 Jun 2024
SAM-PM: Enhancing Video Camouflaged Object Detection using Spatio-Temporal Attention Muhammad Nawfal Meeran Gokul Adethya T Bhanu Pratyush Mantha 29 3 0 09 Jun 2024
Zero-Shot Monocular Motion Segmentation in the Wild by Combining Deep Learning with Geometric Motion Model Fusion Yuxiang Huang Yuhao Chen John S. Zelek 38 1 0 02 May 2024
Moving Object Segmentation: All You Need Is SAM (and Flow) Junyu Xie Charig Yang Weidi Xie Andrew Zisserman 36 9 0 18 Apr 2024
Appearance-based Refinement for Object-Centric Motion Segmentation Junyu Xie Weidi Xie Andrew Zisserman VOS 22 3 0 18 Dec 2023
Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object Segmentation Shuangrui Ding Rui Qian Haohang Xu Dahua Lin Hongkai Xiong VOS 30 4 0 29 Nov 2023
Invariant-based Mapping of Space During General Motion of an Observer J. Yepes Daniel Raviv 8 0 0 18 Nov 2023
Segmenting the motion components of a video: A long-term unsupervised model E. Meunier P. Bouthemy 4 0 0 02 Oct 2023
Motion Segmentation from a Moving Monocular Camera Yuxiang Huang John S. Zelek VOS 23 5 0 24 Sep 2023
Efficient Long-Short Temporal Attention Network for Unsupervised Video Object Segmentation P. Li Yu Zhang L. Yuan Huaxin Xiao Binbin Lin Xianghua Xu VOS 21 17 0 21 Sep 2023
DynaPix SLAM: A Pixel-Based Dynamic SLAM Approach Chenghao Xu Elia Bonetto Aamir Ahmad 16 1 0 18 Sep 2023
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-training Silky Singh Shripad Deshmukh Mausoom Sarkar Balaji Krishnamurthy 16 7 0 22 Aug 2023
FODVid: Flow-guided Object Discovery in Videos Silky Singh Shripad Deshmukh Mausoom Sarkar R. Jain Mayur Hemani Balaji Krishnamurthy VOS 9 2 0 10 Jul 2023
Advances in Deep Concealed Scene Understanding Deng-Ping Fan Ge-Peng Ji Peng-Tao Xu Ming-Ming Cheng Christos Sakaridis Luc Van Gool 22 67 0 21 Apr 2023
Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual Grouping Long Lian Zhirong Wu Stella X. Yu VOS 11 11 0 17 Apr 2023
Divided Attention: Unsupervised Multi-Object Discovery with Contextually Separated Slots Dong Lao Zhengyang Hu Francesco Locatello Yanchao Yang Stefano Soatto OCL 14 5 0 04 Apr 2023
Improving Unsupervised Video Object Segmentation with Motion-Appearance Synergy Long Lian Zhirong Wu Stella X. Yu VOS 14 0 0 17 Dec 2022
Unsupervised Multi-object Segmentation by Predicting Probable Motion Patterns Laurynas Karazija Subhabrata Choudhury Iro Laina Christian Rupprecht Andrea Vedaldi OCL 92 20 0 21 Oct 2022
Guess What Moves: Unsupervised Video and Image Segmentation by Anticipating Motion Subhabrata Choudhury Laurynas Karazija Iro Laina Andrea Vedaldi Christian Rupprecht OCL VOS 100 39 0 16 May 2022
Unsupervised Object Learning via Common Fate Matthias Tangemann Steffen Schneider Julius von Kügelgen Francesco Locatello Peter V. Gehler Thomas Brox Matthias Kümmerer Matthias Bethge Bernhard Schölkopf OCL 28 19 0 13 Oct 2021
Motion-Attentive Transition for Zero-Shot Video Object Segmentation Tianfei Zhou Shunzhou Wang Yi Zhou Yazhou Yao Jianwu Li Ling Shao VOS 122 189 0 09 Mar 2020
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 420 15,438 0 02 Nov 2015