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 …

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 …

Salient object detection: A benchmark

A Borji, MM Cheng, H Jiang, J Li - IEEE transactions on image …, 2015 - ieeexplore.ieee.org
We extensively compare, qualitatively and quantitatively, 41 state-of-the-art models (29
salient object detection, 10 fixation prediction, 1 objectness, and 1 baseline) over seven …

Saliency filters: Contrast based filtering for salient region detection

F Perazzi, P Krähenbühl, Y Pritch… - 2012 IEEE conference …, 2012 - ieeexplore.ieee.org
Saliency estimation has become a valuable tool in image processing. Yet, existing
approaches exhibit considerable variation in methodology, and it is often difficult to attribute …

Efficient salient region detection with soft image abstraction

MM Cheng, J Warrell, WY Lin… - Proceedings of the …, 2013 - openaccess.thecvf.com
Detecting visually salient regions in images is one of the fundamental problems in computer
vision. We propose a novel method to decompose an image into large scale perceptually …

Leveraging stereopsis for saliency analysis

Y Niu, Y Geng, X Li, F Liu - 2012 IEEE conference on computer …, 2012 - ieeexplore.ieee.org
Stereopsis provides an additional depth cue and plays an important role in the human vision
system. This paper explores stereopsis for saliency analysis and presents two approaches …

[HTML][HTML] HADeenNet: A hierarchical-attention multi-scale deconvolution network for landslide detection

B Yu, C Xu, F Chen, N Wang, L Wang - International Journal of Applied …, 2022 - Elsevier
Efficient landslide map** from high spatial resolution images is important in many
practical applications, such as emergency response. Numerous studies and methods have …

Discriminative spatial saliency for image classification

G Sharma, F Jurie, C Schmid - 2012 IEEE Conference on …, 2012 - ieeexplore.ieee.org
In many visual classification tasks the spatial distribution of discriminative information is (i)
non uniform eg personreading'can be distinguished fromtaking a photo'based on the area …

Visual-patch-attention-aware saliency detection

M Jian, KM Lam, J Dong, L Shen - IEEE transactions on …, 2014 - ieeexplore.ieee.org
The human visual system (HVS) can reliably perceive salient objects in an image, but, it
remains a challenge to computationally model the process of detecting salient objects …

What is a salient object? A dataset and a baseline model for salient object detection

A Borji - IEEE Transactions on Image Processing, 2014 - ieeexplore.ieee.org
Salient object detection or salient region detection models, diverging from fixation prediction
models, have traditionally been dealing with locating and segmenting the most salient object …