Results 11 to 20 of about 4,939,141 (238)

Spectral salient object detection [PDF]

2014 IEEE International Conference on Multimedia and Expo (ICME), 2014
Many existing methods for salient object detection are performed by over-segmenting images into non-overlapping regions, which facilitate local/global color statistics for saliency computation. In this paper, we propose a new approach: spectral salient object detection, which is benefited from selected attributes of normalized cut, enabling better ...
Keren Fu, Chen Gong 0002, Irene Y. H. Gu, Jie Yang 0002, Xiangjian He   +4 more
core   +8 more sources

Salient object detection in egocentric videos

IET Image Processing
In the realm of video salient object detection (VSOD), the majority of research has traditionally been centered on third‐person perspective videos. However, this focus overlooks the unique requirements of certain first‐person tasks, such as autonomous ...
Hao Zhang, Haoran Liang, Xing Zhao, Jian Liu, Ronghua Liang   +4 more
doaj   +4 more sources

On the Distribution of Salient Objects in Web Images and Its Influence on Salient Object Detection. [PDF]

PLoS ONE, 2015
In recent years it has become apparent that a Gaussian center bias can serve as an important prior for visual saliency detection, which has been demonstrated for predicting human eye fixations and salient object detection. Tseng et al.
Boris Schauerte, Rainer Stiefelhagen
doaj   +8 more sources

Salient Object Detection via Objectness Proposals [PDF]

Proceedings of the AAAI Conference on Artificial Intelligence, 2015
Salient object detection has gradually become a popular topic in robotics and computer vision research. This paper presents a real-time system that detects salient object by integrating objectness, foreground and compactness measures. Our algorithm consists of four basic steps.
Nguyen, Tam, Tam Nguyen
core   +4 more sources

Hybrid Attention Asynchronous Cascade Network for Salient Object Detection

Mathematics, 2023
The highlighted area or object is defined as the salient region or salient object. For salient object detection, the main challenges are still the clarity of the boundary information of the salient object and the positioning accuracy of the salient ...
Haiyan Yang, Yongxin Chen, Rui Chen, Shuning Liu   +3 more
doaj   +2 more sources

Video and Image Salient Object Detection Based on Multi-task Learning [PDF]

Jisuanji kexue
Salient object detection(SOD) can quickly identify high-value salient objects in complex scenes,which simulates human attention and lays the foundation for further vision understanding tasks.Currently,the mainstream methods for image-based salient object
LIU Zeyu, LIU Jianwei
doaj   +2 more sources

Salient Object Detection via Fusion of Multi-Visual Perception

Applied Sciences
Salient object detection aims to distinguish the most visually conspicuous regions, playing an important role in computer vision tasks. However, complex natural scenarios can challenge salient object detection, hindering accurate extraction of objects ...
Wenjun Zhou, Tianfei Wang, Xiaoqin Wu, Chenglin Zuo, Yifan Wang, Quan Zhang, Bo Peng   +6 more
doaj   +2 more sources

Salient Object Detection With Importance Degree [PDF]

IEEE Access, 2020
In this article, we introduce salient object detection with importance degree (SOD-ID), which is a generalized technique for salient object detection (SOD), and propose an SOD-ID method.
Yo Umeki, Isana Funahashi, Taichi Yoshida, Masahiro Iwahashi   +3 more
doaj   +2 more sources

Salient object detection in hyperspectral imagery [PDF]

2013 IEEE International Conference on Image Processing, 2013
Object detection in hyperspectral images is an important task for many applications. While most traditional methods are pixel-based, many recent efforts have been put on extracting spatial-spectral features. In this paper, we introduce Itti's visual saliency model into the spectral domain for object detection.
Jie Liang 0003, Jun Zhou 0001, Xiao Bai 0001, Yuntao Qian   +3 more
openaire   +4 more sources

Delving into Salient Object Subitizing and Detection

2017 IEEE International Conference on Computer Vision (ICCV), 2017
Subitizing (i.e., instant judgement on the number) and detection of salient objects are human inborn abilities. These two tasks influence each other in the human visual system. In this paper, we delve into the complementarity of these two tasks. We propose a multi-task deep neural network with weight prediction for salient object detection, where the ...
Shengfeng He, Jianbo Jiao, Xiaodan Zhang 0003, Guoqiang Han 0002, Rynson W. H. Lau   +4 more
openaire   +4 more sources