Investigating the Brain Neural Mechanism when Signature Objects were Masked during a Scene Categorization Task using Functional MRI
Sign Up to like & getrecommendations! Published in 2018 at "Neuroscience"
DOI: 10.1016/j.neuroscience.2018.07.030
Abstract: Objects play vital roles in scene categorization. Although a number of studies have researched on the neural responses during object and object-based scene recognition, few studies have investigated the neural mechanism underlying object-masked scene categorization.… read more here.
Keywords: masked scene; categorization; scene categorization; signature objects ... See more keywords
Rapid scene categorization: From coarse peripheral vision to fine central vision
Sign Up to like & getrecommendations! Published in 2020 at "Vision Research"
DOI: 10.1016/j.visres.2020.02.008
Abstract: Studies on scene perception have shown that the rapid extraction of low spatial frequencies (LSF) allows a coarse parsing of the scene, prior to the analysis of high spatial frequencies (HSF) containing details. Many studies… read more here.
Keywords: central vision; scene; peripheral vision; scene categorization ... See more keywords
A literature review on remote sensing scene categorization based on convolutional neural networks
Sign Up to like & getrecommendations! Published in 2023 at "International Journal of Remote Sensing"
DOI: 10.1080/01431161.2023.2204200
Abstract: ABSTRACT Remote sensing scene categorization (RSSC) is a long-standing, vital, and complex issue in computer vision. It seeks to classify a scene into one of the predetermined scene groups by analysing the entire image. The… read more here.
Keywords: scene categorization; neural networks; remote sensing; sensing scene ... See more keywords
The effects of distributed and focused attention on rapid scene categorization
Sign Up to like & getrecommendations! Published in 2018 at "Visual Cognition"
DOI: 10.1080/13506285.2018.1485808
Abstract: ABSTRACT It has been argued that distributed attention facilitates the rapid extraction of summary statistics that underpins rapid scene categorization. We directly examined this hypothesis by investigating whether distributed or focused attention is more compatible… read more here.
Keywords: distributed attention; task; focused attention; attention ... See more keywords
Scene Categorization by Deeply Learning Gaze Behavior in a Semisupervised Context
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Cybernetics"
DOI: 10.1109/tcyb.2019.2913016
Abstract: Accurately recognizing different categories of sceneries with sophisticated spatial configurations is a useful technique in computer vision and intelligent systems, e.g., scene understanding and autonomous driving. Competitive accuracies have been observed by the deep recognition… read more here.
Keywords: scene; gaze behavior; scene categorization; gsp ... See more keywords