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Latest papers with code

Guided Interactive Video Object Segmentation Using Reliability-Based Attention Maps

21 Apr 2021yuk6heo/GIS-RAmap

We propose a novel guided interactive segmentation (GIS) algorithm for video objects to improve the segmentation accuracy and reduce the interaction time.

INTERACTIVE SEGMENTATION INTERACTIVE VIDEO OBJECT SEGMENTATION SEMANTIC SEGMENTATION VIDEO SEMANTIC SEGMENTATION

6
21 Apr 2021

Flow-based Video Segmentation for Human Head and Shoulders

20 Apr 2021kuangzijian/Flow-Based-Video-Matting

Video segmentation for the human head and shoulders is essential in creating elegant media for videoconferencing and virtual reality applications.

OPTICAL FLOW ESTIMATION SEMANTIC SEGMENTATION VIDEO MATTING VIDEO SEGMENTATION VIDEO SEMANTIC SEGMENTATION

4
20 Apr 2021

Efficient Regional Memory Network for Video Object Segmentation

24 Mar 2021hzxie/RMNet

For the current query frame, the query regions are tracked and predicted based on the optical flow estimated from the previous frame.

OPTICAL FLOW ESTIMATION SEMANTIC SEGMENTATION VIDEO OBJECT SEGMENTATION VIDEO SEMANTIC SEGMENTATION YOUTUBE-VOS

29
24 Mar 2021

Learning to Recommend Frame for Interactive Video Object Segmentation in the Wild

18 Mar 2021svip-lab/IVOS-W

This paper proposes a framework for the interactive video object segmentation (VOS) in the wild where users can choose some frames for annotations iteratively.

INTERACTIVE VIDEO OBJECT SEGMENTATION SEMANTIC SEGMENTATION VIDEO SEMANTIC SEGMENTATION

9
18 Mar 2021

Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion

14 Mar 2021hkchengrex/MiVOS

We present Modular interactive VOS (MiVOS) framework which decouples interaction-to-mask and mask propagation, allowing for higher generalizability and better performance.

 Ranked #1 on Semi-Supervised Video Object Segmentation on DAVIS 2016 (using extra training data)

INTERACTIVE VIDEO OBJECT SEGMENTATION SEMANTIC SEGMENTATION SEMI-SUPERVISED VIDEO OBJECT SEGMENTATION VIDEO SEMANTIC SEGMENTATION

148
14 Mar 2021

Triple-cooperative Video Shadow Detection

11 Mar 2021eraserNut/ViSha

The bottleneck is the lack of a well-established dataset with high-quality annotations for video shadow detection.

SALIENCY DETECTION SEMANTIC SEGMENTATION SHADOW DETECTION VIDEO OBJECT SEGMENTATION VIDEO SEMANTIC SEGMENTATION

6
11 Mar 2021

Separable Structure Modeling for Semi-supervised Video Object Segmentation

18 Feb 2021li-plus/SSM-VOS

Specifically, we first compute a pixel-wise similarity matrix by using representations of reference and target pixels and then select top-rank reference pixels for target pixel classification.

VIDEO SEMANTIC SEGMENTATION YOUTUBE-VOS

2
18 Feb 2021

Temporal Memory Attention for Video Semantic Segmentation

17 Feb 2021wanghao9610/TMANet

Video semantic segmentation requires to utilize the complex temporal relations between frames of the video sequence.

SEMANTIC SEGMENTATION VIDEO SEMANTIC SEGMENTATION

17
17 Feb 2021

SwiftNet: Real-time Video Object Segmentation

9 Feb 2021haochenheheda/SwiftNet

In this work we present SwiftNet for real-time semisupervised video object segmentation (one-shot VOS), which reports 77. 8% J &F and 70 FPS on DAVIS 2017 validation dataset, leading all present solutions in overall accuracy and speed performance.

SEMANTIC SEGMENTATION SEMI-SUPERVISED VIDEO OBJECT SEGMENTATION VIDEO SEMANTIC SEGMENTATION

8
09 Feb 2021

Generic Event Boundary Detection: A Benchmark for Event Segmentation

26 Jan 2021StanLei52/GEBD

This paper presents a novel task together with a new benchmark for detecting generic, taxonomy-free event boundaries that segment a whole video into chunks.

ACTION DETECTION BOUNDARY DETECTION VIDEO SEGMENTATION VIDEO SEMANTIC SEGMENTATION

16
26 Jan 2021