Time‐varying measures of cerebral network centrality correlate with visual saliency during movie watching
Sign Up to like & getrecommendations! Published in 2021 at "Brain and Behavior"
DOI: 10.1002/brb3.2334
Abstract: The extensive development of graph‐theoretic analysis for functional connectivity has revealed the multifaceted characteristics of brain networks. Network centralities identify the principal functional regions, individual differences, and hub structure in brain networks. Neuroimaging studies using… read more here.
Keywords: time varying; network; brain; visual saliency ... See more keywords
Hierarchical Cellular Automata for Visual Saliency
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Computer Vision"
DOI: 10.1007/s11263-017-1062-2
Abstract: Saliency detection, finding the most important parts of an image, has become increasingly popular in computer vision. In this paper, we introduce Hierarchical Cellular Automata (HCA)—a temporally evolving model to intelligently detect salient objects. HCA… read more here.
Keywords: single layer; saliency; hierarchical cellular; cellular automata ... See more keywords
Personalized Visual Saliency: Individuality Affects Image Perception
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2800294
Abstract: Due to the limited capability for information processing, humans only choose a small amount of input data received from visual field to better understand their environment. The selection of visual input implies the nonuniform distribution… read more here.
Keywords: personalized visual; attention; individuality; saliency individuality ... See more keywords
Robust Image Watermarking Based on Two-Layer Visual Saliency-Induced JND Profile
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2906912
Abstract: Visual saliency (VS) is an important mechanism for defining which areas of an image will attract more attention of the HVS. Thus, VS can be employed to weight the just noticeable difference (JND) with different… read more here.
Keywords: bottom features; two layer; jnd; visual saliency ... See more keywords
SATSal: A Multi-level Self-Attention Based Architecture for Visual Saliency Prediction
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3152189
Abstract: Human visual Attention modelling is a persistent interdisciplinary research challenge, gaining new interest in recent years mainly due to the latest developments in deep learning. That is particularly evident in saliency benchmarks. Novel deep learning-based… read more here.
Keywords: saliency; visual saliency; satsal; self attention ... See more keywords
Viewing Bias Matters in 360° Videos Visual Saliency Prediction
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3269564
Abstract: 360° video has been applied to many areas such as immersive contents, virtual tours, and surveillance systems. Compared to the field of view prediction on planar videos, the explosive amount of information contained in the… read more here.
Keywords: saliency; 360 videos; visual saliency; viewing bias ... See more keywords
Multi-View Video Quality Enhancement Method Based on Multi-Scale Fusion Convolutional Neural Network and Visual Saliency
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3369036
Abstract: This study aims to improve the quality of multi-view video, and designs a new method by integrating Convolutional neural network (CNN), visual saliency detection and image enhancement theory. The experimental results show that the proposed… read more here.
Keywords: quality; enhancement; method; multi view ... See more keywords
The Visual Saliency Transformer Goes Temporal: TempVST for Video Saliency Prediction
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3436585
Abstract: The Transformer revolutionized Natural Language Processing and Computer Vision by effectively capturing contextual relationships in sequential data through its attention mechanism. While Transformers have been explored sufficiently in traditional computer vision tasks such as image… read more here.
Keywords: saliency; transformer; video saliency; saliency transformer ... See more keywords
Infrared Sea-Sky Line Detection Utilizing Self-Adaptive Laplacian of Gaussian Filter and Visual-Saliency-Based Probabilistic Hough Transform
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2021.3111099
Abstract: Infrared (IR) sea-sky line (SSL) detection is an important assisting method for maritime monitoring. In complex sea-sky backgrounds, strong clouds and waves often have IR features similar to the real SSL, which challenges the true… read more here.
Keywords: visual saliency; sea sky; detection; self adaptive ... See more keywords
Projection Invariant Feature and Visual Saliency-Based Stereoscopic Omnidirectional Image Quality Assessment
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Broadcasting"
DOI: 10.1109/tbc.2021.3056231
Abstract: In this article, we propose a quality assessment model-based on the projection invariant feature and the visual saliency for Stereoscopic Omnidirectional Images (SOIs). Firstly, the projection invariant monocular and binocular features of SOI are derived… read more here.
Keywords: projection invariant; visual saliency; projection; quality assessment ... See more keywords
Object-Based Video Coding by Visual Saliency and Temporal Correlation
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Emerging Topics in Computing"
DOI: 10.1109/tetc.2017.2695640
Abstract: When a disaster occurs, video communication is an effective way to disseminate large quantities of important information. However, video coding standards such as High Efficiency Video Coding (HEVC) compress entire videos, whatever the contents are;… read more here.
Keywords: video; video coding; based video; visual saliency ... See more keywords