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Video Semantic Segmentation

45 papers with code · Computer Vision

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FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation

CVPR 2019 tensorflow/models

Many of the recent successful methods for video object segmentation (VOS) are overly complicated, heavily rely on fine-tuning on the first frame, and/or are slow, and are hence of limited practical use.

SEMANTIC SEGMENTATION VIDEO OBJECT SEGMENTATION VIDEO SEMANTIC 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 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.

VIDEO CORRESPONDENCE FLOW VIDEO SEMANTIC SEGMENTATION

RANet: Ranking Attention Network for Fast Video Object Segmentation

ICCV 2019 Storife/RANet

Specifically, to integrate the insights of matching based and propagation based methods, we employ an encoder-decoder framework to learn pixel-level similarity and segmentation in an end-to-end manner.

SEMANTIC SEGMENTATION SEMI-SUPERVISED VIDEO OBJECT SEGMENTATION VIDEO SEMANTIC SEGMENTATION

Learning Unsupervised Video Object Segmentation Through Visual Attention

CVPR 2019 wenguanwang/AGS

This paper conducts a systematic study on the role of visual attention in Unsupervised Video Object Segmentation (UVOS) tasks.

EYE TRACKING SEMANTIC SEGMENTATION UNSUPERVISED VIDEO OBJECT SEGMENTATION VIDEO SEMANTIC SEGMENTATION

Efficient Video Object Segmentation via Network Modulation

CVPR 2018 linjieyangsc/video_seg

Video object segmentation targets at segmenting a specific object throughout a video sequence, given only an annotated first frame.

SEMANTIC SEGMENTATION VIDEO OBJECT SEGMENTATION VIDEO SEMANTIC SEGMENTATION VISUAL OBJECT TRACKING