SOTAVerified

Unsupervised Video Object Segmentation

The unsupervised scenario assumes that the user does not interact with the algorithm to obtain the segmentation masks. Methods should provide a set of object candidates with no overlapping pixels that span through the whole video sequence. This set of objects should contain at least the objects that capture human attention when watching the whole video sequence i.e objects that are more likely to be followed by human gaze.

Papers

Showing 2650 of 89 papers

TitleStatusHype
Treating Motion as Option with Output Selection for Unsupervised Video Object SegmentationCode1
Tukey-Inspired Video Object SegmentationCode1
UnOVOST: Unsupervised Offline Video Object Segmentation and TrackingCode1
Unsupervised Video Object Segmentation via Prototype Memory NetworkCode1
UVOSAM: A Mask-free Paradigm for Unsupervised Video Object Segmentation via Segment Anything ModelCode1
Video Instance Segmentation with a Propose-Reduce ParadigmCode1
Zero-Shot Video Object Segmentation via Attentive Graph Neural NetworksCode1
Unsupervised Online Video Object Segmentation with Motion Property UnderstandingCode0
Unsupervised Video Object Segmentation for Deep Reinforcement LearningCode0
RVOS: End-to-End Recurrent Network for Video Object SegmentationCode0
Learning Unsupervised Video Object Segmentation Through Visual AttentionCode0
EpO-Net: Exploiting Geometric Constraints on Dense Trajectories for Motion SaliencyCode0
Extending Layered Models to 3D MotionCode0
Video Object Segmentation using Supervoxel-Based GerrymanderingCode0
Anchor Diffusion for Unsupervised Video Object SegmentationCode0
SegFlow: Joint Learning for Video Object Segmentation and Optical FlowCode0
A 3D Convolutional Approach to Spectral Object Segmentation in Space and TimeCode0
Self-supervised Learning for Video Correspondence FlowCode0
ALBA : Reinforcement Learning for Video Object SegmentationCode0
Learning Correspondence from the Cycle-Consistency of TimeCode0
Implicit Motion-Compensated Network for Unsupervised Video Object SegmentationCode0
Video Object Segmentation using Teacher-Student Adaptation in a Human Robot Interaction (HRI) SettingCode0
Semi-Supervised Video Salient Object Detection Using Pseudo-LabelsCode0
Online Unsupervised Video Object Segmentation via Contrastive Motion ClusteringCode0
Unsupervised Moving Object Detection via Contextual Information SeparationCode0
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