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Titlebook: Computer Vision and Graphics; International Confer Leszek J. Chmielewski,Ryszard Kozera,Arkadiusz Orł Conference proceedings 2020 Springer

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Depth Perception Tendencies in the 3-D Environment of Virtual Reality,he virtual reality with 37 participants observing artificial scenes designed for exploring trends in the depth perception in the virtual 3-D environment. We analyzed the acquired data and discuss the revealed depth perception tendencies in virtual reality alongside future possible applications.
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Optimisation of a Siamese Neural Network for Real-Time Energy Efficient Object Tracking,ed results indicate that using quantisation can significantly reduce the memory and computational complexity of the proposed network while still enabling precise tracking, thus allow to use it in embedded vision systems. Moreover, quantisation of weights positively affects the network training by de
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,Performance Evaluation of Selected 3D Keypoint Detector–Descriptor Combinations,nes. Our tests show that choosing the right detector impacts the descriptor’s performance in the recognition process. The repeatability tests of the detectors show that the data which contained occlusions have a high impact on their performance. We summarized the results into graphs and described th
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The Definitive Guide to Building Java Robotsthe AlexNet Convolutional Neural Network (CNN) architecture, which underwent data capturing, data augmentation that includes rescaling and shear zoom followed by feature extraction and classification using AlexNet. The AlexNet architecture performed exceptionally well, producing a model accuracy of
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The Definitive Guide to Catalystures associated with tuberculosis and make corresponding accurate predictions. Our model achieved 87.8% accuracy in classifying chest X-ray into abnormal and normal classes and validated against the ground-truth. Our model expresses a promising pathway in solving the diagnosis issue in early detecti
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The Definitive Guide to Catalysted results indicate that using quantisation can significantly reduce the memory and computational complexity of the proposed network while still enabling precise tracking, thus allow to use it in embedded vision systems. Moreover, quantisation of weights positively affects the network training by de
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