Object Discovery in Videos as Foreground Motion Clustering

Object Discovery in Videos as Foreground Motion Clustering

6 December 2018

Christopher Xie

Zaïd Harchaoui

Papers citing "Object Discovery in Videos as Foreground Motion Clustering"

19 / 19 papers shown

Title
Online Unsupervised Video Object Segmentation via Contrastive Motion Clustering Lin Xi Weihai Chen Xingming Wu Zhong Liu Zhengguo Li VOS 26 9 0 21 Jun 2023
Mean Shift Mask Transformer for Unseen Object Instance Segmentation Ya Lu Yuqiao Chen Nicholas Ruozzi Yu Xiang 16 23 0 21 Nov 2022
Motion-inductive Self-supervised Object Discovery in Videos Shuangrui Ding Weidi Xie Yabo Chen Rui Qian Xiaopeng Zhang H. Xiong Q. Tian VOS 16 18 0 01 Oct 2022
A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation Georgy Ponimatkin Nermin Samet Yanghua Xiao Yuming Du Renaud Marlet Vincent Lepetit VOS 72 20 0 19 Sep 2022
Segmenting Moving Objects via an Object-Centric Layered Representation Jun Xie Weidi Xie Andrew Zisserman VOS OCL 28 47 0 05 Jul 2022
Deformable Sprites for Unsupervised Video Decomposition Vickie Ye Zhengqi Li Richard Tucker Angjoo Kanazawa Noah Snavely OCL 21 63 0 14 Apr 2022
Motion-aware Contrastive Video Representation Learning via Foreground-background Merging Shuangrui Ding Maomao Li Tianyu Yang Rui Qian Haohang Xu Qingyi Chen Jue Wang Hongkai Xiong SSL 18 49 0 30 Sep 2021
RiWNet: A moving object instance segmentation Network being Robust in adverse Weather conditions Chenjie Wang Chengyuan Li B. Luo Wei Wang Jun Liu 14 5 0 04 Sep 2021
A topological solution to object segmentation and tracking Thomas R. Tsao Doris Y. Tsao VOS 19 17 0 05 Jul 2021
RICE: Refining Instance Masks in Cluttered Environments with Graph Neural Networks Christopher Xie Arsalan Mousavian Yu Xiang D. Fox 15 19 0 29 Jun 2021
The Pursuit of Knowledge: Discovering and Localizing Novel Categories using Dual Memory Sai Saketh Rambhatla Ramalingam Chellappa Abhinav Shrivastava 17 17 0 04 May 2021
Opening up Open-World Tracking Yang Liu Idil Esen Zulfikar Jonathon Luiten Achal Dave Deva Ramanan Bastian Leibe Aljosa Osep Laura Leal-Taixé 20 51 0 22 Apr 2021
Unknown Object Segmentation from Stereo Images M. Durner W. Boerdijk M. Sundermeyer W. Friedl Zoltán-Csaba Márton Rudolph Triebel 26 34 0 11 Mar 2021
Unseen Object Instance Segmentation for Robotic Environments Christopher Xie Yu Xiang Arsalan Mousavian D. Fox 18 131 0 16 Jul 2020
Learning Physical Graph Representations from Visual Scenes Daniel M. Bear Chaofei Fan Damian Mrowca Yunzhu Li S. Alter ... Jeremy Schwartz Li Fei-Fei Jiajun Wu J. Tenenbaum Daniel L. K. Yamins SSL GNN SSeg AI4CE 37 79 0 22 Jun 2020
STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos A. Athar Sabarinath Mahadevan Aljosa Osep Laura Leal-Taixé Bastian Leibe VOS 77 170 0 18 Mar 2020
Exploring Unlabeled Faces for Novel Attribute Discovery Hyojin Bahng Sunghyo Chung Seungjoo Yoo Jaegul Choo CVBM 11 12 0 06 Dec 2019
Learning and Segmenting Dense Voxel Embeddings for 3D Neuron Reconstruction Kisuk Lee R. Lu Kyle L. Luther H. S. Seung 3DV 28 22 0 21 Sep 2019
The Best of Both Modes: Separately Leveraging RGB and Depth for Unseen Object Instance Segmentation Christopher Xie Yu Xiang Arsalan Mousavian D. Fox 8 92 0 30 Jul 2019