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The Perception-Distortion Tradeoff [PDF]
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2017 Image restoration algorithms are typically evaluated by some distortion measure (e.g. PSNR, SSIM, IFC, VIF) or by human opinion scores that quantify perceived perceptual quality.
Yochai Blau, T. Michaeli
semanticscholar +1 more source
Event-driven proto-object based saliency in 3D space to attract a robot’s attention
Scientific Reports, 2022 To interact with its environment, a robot working in 3D space needs to organise its visual input in terms of objects or their perceptual precursors, proto-objects.
Suman Ghosh +5 more
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Deep Graph-Convolutional Generative Adversarial Network for Semi-Supervised Learning on Graphs
Remote Sensing, 2023 Graph convolutional networks (GCNs) are neural network frameworks for machine learning on graphs. They can simultaneously perform end-to-end learning on the attribute information and the structure information of graph data.
Nan Jia +3 more
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WIREs Cognitive Science, 2010 AbstractEvents are central elements of human experience. Formally, they can be individuated in terms of the entities that compose them, the features of those entities, and the relations amongst entities. Psychologically, representations of events capture their spatiotemporal location, the people and objects involved, and the relations between these ...
Radvansky, Gabriel A., Zacks, Jeffrey M.
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High-Resolution SAR Change Detection Based on ROI and SPP Net
IEEE Access, 2019 With the resolution increasing, the structure information becomes more and more abundant in Synthetic Aperture Radar (SAR) images. The speckle noise generated by the coherent imaging mechanism, has a great influence on the detection accuracy and ...
Lingling Li +4 more
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SSCV-GANs: Semi-Supervised Complex-Valued GANs for PolSAR Image Classification
IEEE Access, 2020 Polarimetric synthetic aperture radar (PolSAR) image classification has been widely applied in many fields, such as agriculture, meteorology and military.
Xiufang Li +6 more
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Archives of Iranian medicine, 2020 BACKGROUND Since December 2019, a novel coronavirus disease (COVID-19) began its journey around the world. Medical students, as frontline healthcare workers, are more susceptible to be infected by the virus.
Mohammad Hossein Taghrir +2 more
semanticscholar +1 more source
Tracking with spatial constrained coding
IET Computer Vision, 2015 A video tracking method based on spatial constrained coding (SCC) is proposed in this study. To characterise local image structure information, the dense scale‐invariant feature transform (SIFT) descriptor is extracted for each pixel in the image.
Xiaolin Tian +3 more
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WIREs Cognitive Science, 2013 AbstractFueled by novel applications, interest in haptic perception is growing. This paper provides an overview of the state of the art of a number of important aspects of haptic perception. By means of touch we can not only perceive quite different material properties, such as roughness, compliance, friction, coldness and slipperiness, but we can also
Kappers, A.M.L., Bergmann Tiest, W.M.
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A Survey of Deep Learning-Based Object Detection
IEEE Access, 2019 Object detection is one of the most important and challenging branches of computer vision, which has been widely applied in people’s life, such as monitoring security, autonomous driving and so on, with the purpose of locating instances of ...
Licheng Jiao +6 more
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