Multiscale relevance of natural images [PDF]
Scientific Reports, 2023 We use an agnostic information-theoretic approach to investigate the statistical properties of natural images. We introduce the Multiscale Relevance (MSR) measure to assess the robustness of images to compression at all scales.
Samy Lakhal +4 more
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Adaptation in cone photoreceptors contributes to an unexpected insensitivity of primate On parasol retinal ganglion cells to spatial structure in natural images [PDF]
eLife, 2022 Neural circuits are constructed from nonlinear building blocks, and not surprisingly overall circuit behavior is often strongly nonlinear. But neural circuits can also behave near linearly, and some circuits shift from linear to nonlinear behavior ...
Zhou Yu +3 more
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Reconstruction of natural images from responses of primate retinal ganglion cells [PDF]
eLife, 2020 The visual message conveyed by a retinal ganglion cell (RGC) is often summarized by its spatial receptive field, but in principle also depends on the responses of other RGCs and natural image statistics.
Nora Brackbill +6 more
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Natural Images Allow Universal Adversarial Attacks on Medical Image Classification Using Deep Neural Networks with Transfer Learning [PDF]
Journal of Imaging, 2022 Transfer learning from natural images is used in deep neural networks (DNNs) for medical image classification to achieve a computer-aided clinical diagnosis.
Akinori Minagi +2 more
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Individual Contrast Preferences in Natural Images [PDF]
Journal of ImagingThis paper is an investigation in the field of personalized image quality assessment with the focus of studying individual contrast preferences for natural images.
Olga Cherepkova +2 more
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Small saccades and image complexity during free viewing of natural images in schizophrenia.
Frontiers in Psychiatry, 2013 In schizophrenia, patients display dysfunctions during the execution of simple visual tasks such as anti-saccade or smooth pursuit. In more ecological scenarios, such as free viewing of natural images, patients appear to make fewer and longer visual ...
Jose Ignacio Egaña +11 more
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Context-dependent selectivity to natural images in the retina [PDF]
Nature Communications, 2022 Ganglion cells classically respond to either light increase (ON) or decrease (OFF). Here, the authors show that during natural scene stimulation, a single ganglion cell can switch between ON and OFF depending on the visual context.
Matías A. Goldin +7 more
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How much off-the-shelf knowledge is transferable from natural images to pathology images? [PDF]
PLoS ONE, 2020 Deep learning has achieved a great success in natural image classification. To overcome data-scarcity in computational pathology, recent studies exploit transfer learning to reuse knowledge gained from natural images in pathology image analysis, aiming ...
Xingyu Li, Konstantinos N Plataniotis
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Arabic Cursive Text Recognition from Natural Scene Images
Applied Sciences, 2019 This paper presents a comprehensive survey on Arabic cursive scene text recognition. The recent years’ publications in this field have witnessed the interest shift of document image analysis researchers from recognition of optical characters to ...
Saad Bin Ahmed +3 more
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A Natural Images Pre-Trained Deep Learning Method for Seismic Random Noise Attenuation
Remote Sensing, 2022 Seismic field data are usually contaminated by random or complex noise, which seriously affect the quality of seismic data contaminating seismic imaging and seismic interpretation. Improving the signal-to-noise ratio (SNR) of seismic data has always been
Haixia Zhao, Tingting Bai, Zhiqiang Wang
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