Cots: A multipurpose rgb-d dataset for saliency and image manipulation applications

D Seychell, CJ Debono, M Bugeja, J Borg… - IEEE Access, 2021 - ieeexplore.ieee.org
Many modern computer vision systems include several modules that perform different
processing operations packaged as a single pipeline architecture. This generally introduces …

RGB-D Salient Object Detection Method Based on Multi-modal Fusion and Contour Guidance

Y Peng, M Feng, Z Zheng - IEEE Access, 2023 - ieeexplore.ieee.org
Salient object detection is a critical task in the field of computer vision. However, existing
detection methods still face certain challenges, such as the inability to effectively integrate …

RGB-D saliency detection via complementary and selective learning

W Pan, X Sun, Y Qian - Applied Intelligence, 2023 - Springer
Previous RGB-D saliency detection methods adopt different fusion schemes to fuse the RGB
images and depth maps or their saliency maps. However, both the feature maps from …

RGBD salient object detection: A benchmark and algorithms

H Peng, B Li, W Xiong, W Hu, R Ji - … 6-12, 2014, Proceedings, Part III 13, 2014 - Springer
Although depth information plays an important role in the human vision system, it is not yet
well-explored in existing visual saliency computational models. In this work, we first …

RGB-D salient object detection: A survey

T Zhou, DP Fan, MM Cheng, J Shen, L Shao - Computational Visual Media, 2021 - Springer
Salient object detection, which simulates human visual perception in locating the most
significant object (s) in a scene, has been widely applied to various computer vision tasks …

Improving RGBD saliency detection using progressive region classification and saliency fusion

H Du, Z Liu, H Song, L Mei, Z Xu - IEEE Access, 2016 - ieeexplore.ieee.org
This paper proposes an effective method to improve the saliency detection performance of
existing RGBD (RGB image with Depth map) saliency models. First, a progressive region …

RGB-D saliency detection with multi-feature-fused optimization

T Zhang, Z Yang, J Song - … , ICIG 2017, Shanghai, China, September 13-15 …, 2017 - Springer
This paper proposes a three-stage method using color, joint entropy and depth to detect
salient regions in an image. In the first stage, coarse saliency maps are computed through …

Delving into calibrated depth for accurate rgb-d salient object detection

J Li, W Ji, M Zhang, Y Piao, H Lu, L Cheng - International Journal of …, 2023 - Springer
Recent years have witnessed growing interests in RGB-D Salient Object Detection (SOD),
benefiting from the ample spatial layout cues embedded in depth maps to help SOD models …

A unified RGB-T saliency detection benchmark: dataset, baselines, analysis and a novel approach

C Li, G Wang, Y Ma, A Zheng, B Luo, J Tang - arXiv preprint arXiv …, 2017 - arxiv.org
Despite significant progress, image saliency detection still remains a challenging task in
complex scenes and environments. Integrating multiple different but complementary cues …

RGB-D image saliency detection from 3D perspective

Z Liu, T Song, F Xie - Multimedia Tools and Applications, 2019 - Springer
With the advent of stereo camera saliency object detection for RGB-D image is attracting
more and more interest. Most existing algorithms treat RGB-D image as one RGB image and …