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2207.02206
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Segmenting Moving Objects via an Object-Centric Layered Representation
Neural Information Processing Systems (NeurIPS), 2022
5 July 2022
Jun Xie
Weidi Xie
Andrew Zisserman
VOS
OCL
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Papers citing
"Segmenting Moving Objects via an Object-Centric Layered Representation"
49 / 49 papers shown
The Dynamic Prior: Understanding 3D Structures for Casual Dynamic Videos
Zhuoyuan Wu
X. Yang
Jiahui Huang
Yue Wang
Jun Gao
41
0
0
05 Dec 2025
4D-VGGT: A General Foundation Model with SpatioTemporal Awareness for Dynamic Scene Geometry Estimation
Haonan Wang
Hanyu Zhou
Haoyue Liu
Luxin Yan
155
2
0
23 Nov 2025
NeoWorld: Neural Simulation of Explorable Virtual Worlds via Progressive 3D Unfolding
Yanpeng Zhao
Shanyan Guan
Y Samuel Wang
Yanhao Ge
Wei-Jang Li
Xiaokang Yang
VGen
176
0
0
29 Sep 2025
AutoQ-VIS: Improving Unsupervised Video Instance Segmentation via Automatic Quality Assessment
Kaixuan Lu
Mehmet Onurcan Kaya
Dim P. Papadopoulos
105
0
0
27 Aug 2025
JVLGS: Joint Vision-Language Gas Leak Segmentation
Xinlong Zhao
Qixiang Pang
Shan Du
123
0
0
27 Aug 2025
Compositional Video Synthesis by Temporal Object-Centric Learning
Adil Kaan Akan
Yucel Yemez
DiffM
OCL
319
0
0
28 Jul 2025
Layered Motion Fusion: Lifting Motion Segmentation to 3D in Egocentric Videos
Computer Vision and Pattern Recognition (CVPR), 2025
Vadim Tschernezki
Diane Larlus
Andrea Vedaldi
Iro Laina
328
0
0
05 Jun 2025
Easi3R: Estimating Disentangled Motion from DUSt3R Without Training
Xingyu Chen
Yue Chen
Yuliang Xiu
Andreas Geiger
Anpei Chen
3DPC
VGen
507
70
0
31 Mar 2025
Segment Any Motion in Videos
Computer Vision and Pattern Recognition (CVPR), 2025
Nan Huang
Wenzhao Zheng
Chenfeng Xu
Kurt Keutzer
Shanghang Zhang
Angjoo Kanazawa
Qianqian Wang
VOS
420
23
0
28 Mar 2025
CamSAM2: Segment Anything Accurately in Camouflaged Videos
Yuli Zhou
Guolei Sun
Yawei Li
Yuqian Fu
Luca Benini
Ender Konukoglu
444
7
0
25 Mar 2025
xMOD: Cross-Modal Distillation for 2D/3D Multi-Object Discovery from 2D motion
Computer Vision and Pattern Recognition (CVPR), 2025
Saad Lahlali
Sandra Kara
Hejer Ammar
Florian Chabot
Nicolas Granger
Hervé Le Borgne
Q. C. Pham
3DPC
313
0
0
19 Mar 2025
Dynamic Scene Understanding through Object-Centric Voxelization and Neural Rendering
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Yanpeng Zhao
Yiwei Hao
Siyu Gao
Yunbo Wang
Xiaokang Yang
OCL
489
6
0
17 Feb 2025
Learning segmentation from point trajectories
Neural Information Processing Systems (NeurIPS), 2025
Laurynas Karazija
Iro Laina
Christian Rupprecht
Andrea Vedaldi
3DPC
959
10
0
21 Jan 2025
On Moving Object Segmentation from Monocular Video with Transformers
Christian Homeyer
Christoph Schnörr
317
5
0
28 Nov 2024
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
445
13
0
27 Nov 2024
Self-supervised Video Instance Segmentation Can Boost Geographic Entity Alignment in Historical Maps
Xue Xia
Randall Balestriero
Tao Zhang
L. Hurni
VOS
AI4TS
242
1
0
26 Nov 2024
Object segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuli
Neural Information Processing Systems (NeurIPS), 2024
Matthias Tangemann
Matthias Kümmerer
Matthias Bethge
VOS
361
2
0
03 Nov 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
300
58
0
26 Aug 2024
Fast Sprite Decomposition from Animated Graphics
European Conference on Computer Vision (ECCV), 2024
Tomoyuki Suzuki
Kotaro Kikuchi
Kota Yamaguchi
344
3
0
07 Aug 2024
Rethinking Image-to-Video Adaptation: An Object-centric Perspective
Rui Qian
Shuangrui Ding
Dahua Lin
OCL
300
8
0
09 Jul 2024
Decomposition Betters Tracking Everything Everywhere
Rui Li
Dong Liu
349
5
0
09 Jul 2024
Made to Order: Discovering monotonic temporal changes via self-supervised video ordering
Charig Yang
Weidi Xie
Andrew Zisserman
415
8
0
25 Apr 2024
Moving Object Segmentation: All You Need Is SAM (and Flow)
Junyu Xie
Charig Yang
Weidi Xie
Andrew Zisserman
449
29
0
18 Apr 2024
CORP: A Multi-Modal Dataset for Campus-Oriented Roadside Perception Tasks
Beibei Wang
Shuang Meng
Lu Zhang
Chenjie Wang
Jingjing Huang
...
Haojie Ren
Yuxuan Xiao
Yuru Peng
Jianmin Ji
Yu Zhang
382
3
0
04 Apr 2024
Reasoning-Enhanced Object-Centric Learning for Videos
Knowledge Discovery and Data Mining (KDD), 2024
Jian Li
Pu Ren
Yang Liu
Hao Sun
OCL
LRM
453
5
0
22 Mar 2024
Out of the Room: Generalizing Event-Based Dynamic Motion Segmentation for Complex Scenes
International Conference on 3D Vision (3DV), 2024
Stamatios Georgoulis
Weining Ren
Alfredo Bochicchio
Daniel Eckert
Yuanyou Li
Abel Gawel
267
10
0
07 Mar 2024
Explicit Motion Handling and Interactive Prompting for Video Camouflaged Object Detection
Xin Zhang
Tao Xiao
Gepeng Ji
Xuan Wu
Keren Fu
Qijun Zhao
337
9
0
04 Mar 2024
Amodal Ground Truth and Completion in the Wild
Computer Vision and Pattern Recognition (CVPR), 2023
Guanqi Zhan
Chuanxia Zheng
Weidi Xie
Andrew Zisserman
344
54
0
28 Dec 2023
Appearance-based Refinement for Object-Centric Motion Segmentation
Junyu Xie
Weidi Xie
Andrew Zisserman
VOS
395
8
0
18 Dec 2023
Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object Segmentation
European Conference on Computer Vision (ECCV), 2023
Shuangrui Ding
Rui Qian
Haohang Xu
Dahua Lin
Hongkai Xiong
VOS
296
12
0
29 Nov 2023
Amodal Optical Flow
IEEE International Conference on Robotics and Automation (ICRA), 2023
Maximilian Luz
Rohit Mohan
Ahmed Rida Sekkat
Oliver Sawade
Elmar Matthes
Thomas Brox
Abhinav Valada
269
5
0
13 Nov 2023
Self-supervised Object-Centric Learning for Videos
Neural Information Processing Systems (NeurIPS), 2023
Görkay Aydemir
Weidi Xie
Fatma Guney
OCL
VOS
SSL
376
44
0
10 Oct 2023
Segmenting the motion components of a video: A long-term unsupervised model
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
E. Meunier
P. Bouthemy
548
1
0
02 Oct 2023
The Making and Breaking of Camouflage
IEEE International Conference on Computer Vision (ICCV), 2023
Hala Lamdouar
Weidi Xie
Andrew Zisserman
409
18
0
07 Sep 2023
VideoCutLER: Surprisingly Simple Unsupervised Video Instance Segmentation
Computer Vision and Pattern Recognition (CVPR), 2023
Xudong Wang
Ishan Misra
Ziyun Zeng
Rohit Girdhar
Trevor Darrell
254
37
0
28 Aug 2023
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-training
British Machine Vision Conference (BMVC), 2023
Silky Singh
Shripad Deshmukh
Mausoom Sarkar
Balaji Krishnamurthy
475
10
0
22 Aug 2023
Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in Videos
IEEE International Conference on Computer Vision (ICCV), 2023
Rui Qian
Shuangrui Ding
Xian Liu
Dahua Lin
456
22
0
19 Aug 2023
Multi-Object Discovery by Low-Dimensional Object Motion
IEEE International Conference on Computer Vision (ICCV), 2023
Sadra Safadoust
Fatma Guney
OCL
370
15
0
16 Jul 2023
FODVid: Flow-guided Object Discovery in Videos
Silky Singh
Shripad Deshmukh
Mausoom Sarkar
R. Jain
Mayur Hemani
Balaji Krishnamurthy
VOS
247
3
0
10 Jul 2023
Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities
Neural Information Processing Systems (NeurIPS), 2023
Antonios Tragoudaras
Maximilian Seitzer
Georg Martius
OCL
534
73
0
07 Jun 2023
DynaVol: Unsupervised Learning for Dynamic Scenes through Object-Centric Voxelization
International Conference on Learning Representations (ICLR), 2023
Yanpeng Zhao
Siyu Gao
Yunbo Wang
Xiaokang Yang
OCL
361
2
0
30 Apr 2023
Event-Free Moving Object Segmentation from Moving Ego Vehicle
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Zhuyun Zhou
Zongwei Wu
Danda Pani Paudel
Rémi Boutteau
Fan Yang
Luc Van Gool
Radu Timofte
D. Ginhac
403
11
0
28 Apr 2023
Advances in Deep Concealed Scene Understanding
Deng-Ping Fan
Ge-Peng Ji
Peng Xu
Ming-Ming Cheng
Daniel Gehrig
Luc Van Gool
358
128
0
21 Apr 2023
Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual Grouping
Computer Vision and Pattern Recognition (CVPR), 2023
Long Lian
Zhirong Wu
Stella X. Yu
VOS
235
18
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
466
5
0
04 Apr 2023
Invariant Slot Attention: Object Discovery with Slot-Centric Reference Frames
International Conference on Machine Learning (ICML), 2023
Ondrej Biza
Sjoerd van Steenkiste
Mehdi S. M. Sajjadi
Gamaleldin F. Elsayed
Aravindh Mahendran
Thomas Kipf
OCL
479
52
0
09 Feb 2023
Improving Unsupervised Video Object Segmentation with Motion-Appearance Synergy
Long Lian
Zhirong Wu
Stella X. Yu
VOS
226
1
0
17 Dec 2022
Motion-inductive Self-supervised Object Discovery in Videos
Shuangrui Ding
Weidi Xie
Yabo Chen
Rui Qian
Xiaopeng Zhang
H. Xiong
Q. Tian
VOS
271
21
0
01 Oct 2022
Guess What Moves: Unsupervised Video and Image Segmentation by Anticipating Motion
British Machine Vision Conference (BMVC), 2022
Subhabrata Choudhury
Laurynas Karazija
Iro Laina
Andrea Vedaldi
Christian Rupprecht
OCL
VOS
387
46
0
16 May 2022
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