Salient object detection: A survey

A Borji, MM Cheng, Q Hou, H Jiang, J Li - Computational visual media, 2019 - Springer
Detecting and segmenting salient objects from natural scenes, often referred to as salient
object detection, has attracted great interest in computer vision. While many models have …

Video object segmentation and tracking: A survey

R Yao, G Lin, S Xia, J Zhao, Y Zhou - ACM Transactions on Intelligent …, 2020 - dl.acm.org
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 …

Shifting more attention to video salient object detection

DP Fan, W Wang, MM Cheng… - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
The last decade has witnessed a growing interest in video salient object detection (VSOD).
However, the research community long-term lacked a well-established VSOD dataset …

Dynamic context-sensitive filtering network for video salient object detection

M Zhang, J Liu, Y Wang, Y Piao… - Proceedings of the …, 2021 - openaccess.thecvf.com
The ability to capture inter-frame dynamics has been critical to the development of video
salient object detection (VSOD). While many works have achieved great success in this field …

Segflow: Joint learning for video object segmentation and optical flow

J Cheng, YH Tsai, S Wang… - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
This paper proposes an end-to-end trainable network, SegFlow, for simultaneously
predicting pixel-wise object segmentation and optical flow in videos. The proposed SegFlow …

Saliency-aware geodesic video object segmentation

W Wang, J Shen, F Porikli - Proceedings of the IEEE …, 2015 - openaccess.thecvf.com
We introduce an unsupervised, geodesic distance based, salient video object segmentation
method. Unlike traditional methods, our method incorporates saliency as prior for object via …

Saliency detection via graph-based manifold ranking

C Yang, L Zhang, H Lu, X Ruan… - Proceedings of the IEEE …, 2013 - cv-foundation.org
Most existing bottom-up methods measure the foreground saliency of a pixel or region
based on its contrast within a local context or the entire image, whereas a few methods focus …

Unified information fusion network for multi-modal RGB-D and RGB-T salient object detection

W Gao, G Liao, S Ma, G Li, Y Liang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The use of complementary information, namely depth or thermal information, has shown its
benefits to salient object detection (SOD) during recent years. However, the RGB-D or RGB …

Saliency detection via cellular automata

Y Qin, H Lu, Y Xu, H Wang - Proceedings of the IEEE …, 2015 - openaccess.thecvf.com
In this paper, we introduce Cellular Automata--a dynamic evolution model to intuitively
detect the salient object. First, we construct a background-based map using color and space …

Salient object detection: A discriminative regional feature integration approach

H Jiang, J Wang, Z Yuan, Y Wu… - Proceedings of the …, 2013 - openaccess.thecvf.com
Salient object detection has been attracting a lot of interest, and recently various heuristic
computational models have been designed. In this paper, we regard saliency map …