Video object segmentation and tracking: A survey
Object segmentation and object tracking are fundamental research areas in the computer
vision community. These two topics are difficult to handle some common challenges, such …
vision community. These two topics are difficult to handle some common challenges, such …
Decomposition into low-rank plus additive matrices for background/foreground separation: A review for a comparative evaluation with a large-scale dataset
Background/foreground separation is the first step in video surveillance system to detect
moving objects. Recent research on problem formulations based on decomposition into low …
moving objects. Recent research on problem formulations based on decomposition into low …
Review of visual saliency detection with comprehensive information
The visual saliency detection model simulates the human visual system to perceive the
scene and has been widely used in many vision tasks. With the development of acquisition …
scene and has been widely used in many vision tasks. With the development of acquisition …
Saliency-aware geodesic video object segmentation
We introduce an unsupervised, geodesic distance based, salient video object segmentation
method. Unlike traditional methods, our method incorporates saliency as prior for object via …
method. Unlike traditional methods, our method incorporates saliency as prior for object via …
Learning unsupervised video object segmentation through visual attention
This paper conducts a systematic study on the role of visual attention in Unsupervised Video
Object Segmentation (UVOS) tasks. By elaborately annotating three popular video …
Object Segmentation (UVOS) tasks. By elaborately annotating three popular video …
Fast and accurate online video object segmentation via tracking parts
Online video object segmentation is a challenging task as it entails to process the image
sequence timely and accurately. To segment a target object through the video, numerous …
sequence timely and accurately. To segment a target object through the video, numerous …
On the applications of robust PCA in image and video processing
Robust principal component analysis (RPCA) via decomposition into low-rank plus sparse
matrices offers a powerful framework for a large variety of applications such as image …
matrices offers a powerful framework for a large variety of applications such as image …
Zero-shot video object segmentation with co-attention siamese networks
We introduce a novel network, called CO-attention siamese network (COSNet), to address
the zero-shot video object segmentation task in a holistic fashion. We exploit the inherent …
the zero-shot video object segmentation task in a holistic fashion. We exploit the inherent …
Scribble-supervised video object segmentation
P Huang, J Han, N Liu, J Ren… - IEEE/CAA Journal of …, 2021 - ieeexplore.ieee.org
Recently, video object segmentation has received great attention in the computer vision
community. Most of the existing methods heavily rely on the pixel-wise human annotations …
community. Most of the existing methods heavily rely on the pixel-wise human annotations …
Learning motion-appearance co-attention for zero-shot video object segmentation
How to make the appearance and motion information interact effectively to accommodate
complex scenarios is a fundamental issue in flow-based zero-shot video object …
complex scenarios is a fundamental issue in flow-based zero-shot video object …