An object-oriented visual saliency detection framework based on sparse coding representations

J Han, S He, X Qian, D Wang, L Guo… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
Saliency detection aims at quantitatively predicting attended locations in an image. It may
mimic the selection mechanism of the human vision system, which processes a small subset …

Visual attention guided image fusion with sparse representation

B Yang, S Li - Optik, 2014 - Elsevier
Image fusion techniques aim at transferring useful information from the input source images
to the fused image. The common assumption for most fusion approaches is that the useful …

Structure-sensitive saliency detection via multilevel rank analysis in intrinsic feature space

C Chen, S Li, H Qin, A Hao - IEEE Transactions on Image …, 2015 - ieeexplore.ieee.org
This paper advocates a novel multiscale, structure-sensitive saliency detection method,
which can distinguish multilevel, reliable saliency from various natural pictures in a robust …

Multi-scale mesh saliency based on low-rank and sparse analysis in shape feature space

S Wang, N Li, S Li, Z Luo, Z Su, H Qin - Computer Aided Geometric Design, 2015 - Elsevier
This paper advocates a novel multi-scale mesh saliency method using the powerful low-rank
and sparse analysis in shape feature space. The technical core of our approach is a new …

Saliency detection via a unified generative and discriminative model

C Jia, J Qi, X Li, H Lu - Neurocomputing, 2016 - Elsevier
In this paper, we propose a visual saliency detection algorithm which incorporates both
generative and discriminative saliency models into a unified framework. First, we develop a …

Saliency detection based on global and local short-term sparse representation

Q Fan, C Qi - Neurocomputing, 2016 - Elsevier
Saliency detection has been considered to be an important issue in many computer vision
tasks. In this paper, we propose a novel bottom-up saliency detection method based on …

Salient region detection through sparse reconstruction and graph-based ranking

MMS Fareed, G Ahmed, Q Chun - Journal of Visual Communication and …, 2015 - Elsevier
In this paper, we propose a salient region detection algorithm from the point of view of
unique and compact representation of individual image. In first step, the original image is …

Visual saliency via embedding hierarchical knowledge in a deep neural network

F Zhou, R Yao, G Liao, B Liu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Deep neural networks (DNNs) have been extensively applied in image processing,
including visual saliency map prediction of images. A major difficulty in using a DNN for …

Sparse representation based visual element analysis

X Li, H Yao, X Sun, R Ji, X Liu… - 2011 18th IEEE …, 2011 - ieeexplore.ieee.org
Modern clothes are designed based on various visual elements of different fashion styles.
Traditional vision-based clothes recommendation methods focused on searching clothes …

Semantic and contrast-aware saliency

X Sun - arxiv preprint arxiv:1811.03736, 2018 - arxiv.org
In this paper, we proposed an integrated model of semantic-aware and contrast-aware
saliency combining both bottom-up and top-down cues for effective saliency estimation and …