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Generating Masks from Boxes by Mining Spatio-Temporal Consistencies in Videos

6 Jan 2021visionml/pytracking

This effectively limits the performance and generalization capabilities of existing video segmentation methods.

SEMANTIC SEGMENTATION VIDEO OBJECT SEGMENTATION VIDEO SEGMENTATION VIDEO SEMANTIC SEGMENTATION

One-Shot Video Object Segmentation

CVPR 2017 kmaninis/OSVOS-PyTorch

This paper tackles the task of semi-supervised video object segmentation, i. e., the separation of an object from the background in a video, given the mask of the first frame.

SEMI-SUPERVISED VIDEO OBJECT SEGMENTATION VIDEO SEGMENTATION VISUAL OBJECT TRACKING

Simplifying Object Segmentation with PixelLib Library

20 Jan 2021ayoolaolafenwa/PixelLib

PixelLib [1] is a library created to allow easy implementation of object segmentation in real life applications.

IMAGE CLASSIFICATION SCENE SEGMENTATION VIDEO SEGMENTATION

Video Object Segmentation with Re-identification

1 Aug 2017lxx1991/VS-ReID

Specifically, our Video Object Segmentation with Re-identification (VS-ReID) model includes a mask propagation module and a ReID module.

SEMANTIC SEGMENTATION VIDEO OBJECT SEGMENTATION VIDEO SEGMENTATION VIDEO SEMANTIC SEGMENTATION

Self-supervised Learning for Video Correspondence Flow

2 May 2019zlai0/CorrFlow

Fourth, in order to shed light on the potential of self-supervised learning on the task of video correspondence flow, we probe the upper bound by training on additional data, \ie more diverse videos, further demonstrating significant improvements on video segmentation.

SELF-SUPERVISED LEARNING VIDEO CORRESPONDENCE FLOW VIDEO SEGMENTATION VIDEO SEMANTIC SEGMENTATION

Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks

ICCV 2019 carrierlxk/AGNN

Through parametric message passing, AGNN is able to efficiently capture and mine much richer and higher-order relations between video frames, thus enabling a more complete understanding of video content and more accurate foreground estimation.

SEMANTIC SEGMENTATION VIDEO OBJECT SEGMENTATION VIDEO SEGMENTATION VIDEO SEMANTIC SEGMENTATION