A deep network solution for attention and aesthetics aware photo crop**

W Wang, J Shen, H Ling - IEEE transactions on pattern …, 2018 - ieeexplore.ieee.org
We study the problem of photo crop**, which aims to find a crop** window of an input
image to preserve as much as possible its important parts while being aesthetically …

What do different evaluation metrics tell us about saliency models?

Z Bylinskii, T Judd, A Oliva, A Torralba… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
How best to evaluate a saliency model's ability to predict where humans look in images is an
open research question. The choice of evaluation metric depends on how saliency is …

State-of-the-art in visual attention modeling

A Borji, L Itti - IEEE transactions on pattern analysis and …, 2012 - ieeexplore.ieee.org
Modeling visual attention-particularly stimulus-driven, saliency-based attention-has been a
very active research area over the past 25 years. Many different models of attention are now …

Unsupervised salient object detection with spectral cluster voting

G Shin, S Albanie, W **e - … of the IEEE/CVF Conference on …, 2022 - openaccess.thecvf.com
In this paper, we tackle the challenging task of unsupervised salient object detection (SOD)
by leveraging spectral clustering on self-supervised features. We make the following …

Saliency detection on light field

N Li, J Ye, Y Ji, H Ling, J Yu - Proceedings of the IEEE …, 2014 - openaccess.thecvf.com
Existing saliency detection approaches use images as inputs and are sensitive to
foreground/background similarities, complex background textures, and occlusions. We …

Context-aware saliency detection

S Goferman, L Zelnik-Manor… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
We propose a new type of saliency—context-aware saliency—which aims at detecting the
image regions that represent the scene. This definition differs from previous definitions …

Attentive systems: A survey

TV Nguyen, Q Zhao, S Yan - International Journal of Computer Vision, 2018 - Springer
Visual saliency analysis detects salient regions/objects that attract human attention in
natural scenes. It has attracted intensive research in different fields such as computer vision …

A comprehensive review on content-aware image retargeting: From classical to state-of-the-art methods

B Asheghi, P Salehpour, AM Khiavi, M Hashemzadeh - Signal Processing, 2022 - Elsevier
Abstract Content-Aware Image Retargeting (CAIR) techniques are important in multimedia
applications for displaying images on various display devices. This paper first provides a …

Seam carving for content-aware image resizing

S Avidan, A Shamir - Seminal Graphics Papers: Pushing the Boundaries …, 2023 - dl.acm.org
Effective resizing of images should not only use geometric constraints, but consider the
image content as well. We present a simple image operator called seam carving that …

Mesh saliency

CH Lee, A Varshney, DW Jacobs - ACM SIGGRAPH 2005 Papers, 2005 - dl.acm.org
Research over the last decade has built a solid mathematical foundation for representation
and analysis of 3D meshes in graphics and geometric modeling. Much of this work however …