Titlebook: Recent Advances in Computer Vision; Theories and Applica Mahmoud Hassaballah,Khalid M. Hosny Book 2019 Springer Nature Switzerland AG 2019

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Computer Vision for Supporting Fashion Creative Processes,. Some state-of-the-art techniques and a novel proposal for line extraction and thinning, applied to fashion sketches, are described. Newly-developed methods are presented and their effectiveness in the recognition of features is discussed.

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Facial Features Detection and Localization,n real-world facial images-related applications. Additionally, it discusses the performance evaluation metrics and the available benchmarking datasets. Finally, it suggests some possible future directions for research in the topic.

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Analysis and Evaluation of Keypoint Descriptors for Image Matching,ion changes, and image rotations. Moreover, it presents a detailed explanation and analysis of the experimental results and findings where several important observations are derived from the conducted experiments.

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Landmark Recognition: From Small-Scale to Large-Scale Retrieval,ning technique, that allows to highly improve the performance of the retrieval system, is presented. Finally, the chapter exposes the techniques for large-scale retrieval, in which datasets contain at least a million images.

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