{"product_id":"visual-analysis-of-behaviour-from-pixels-to-semantics-von-shaogang-gong-tao-xiang","title":"Visual Analysis of Behaviour","description":"This book presents a comprehensive treatment of visual analysis of behaviour from computational-modelling and algorithm-design perspectives. Topics: covers learning-group activity models, unsupervised behaviour profiling, hierarchical behaviour discovery, learning behavioural context, modelling rare behaviours, and “man-in-the-loop” active learning; examines multi-camera behaviour correlation, person re-identification, and “connecting-the-dots” for abnormal behaviour detection; discusses Bayesian information criterion, Bayesian networks, “bag-of-words” representation, canonical correlation analysis, dynamic Bayesian networks, Gaussian mixtures, and Gibbs sampling; investigates hidden conditional random fields, hidden Markov models, human silhouette shapes, latent Dirichlet allocation, local binary patterns, locality preserving projection, and Markov processes; explores probabilistic graphical models, probabilistic topic models, space-time interest points, spectral clustering, and support vector machines.\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9780857296696\"\u003e\u003ch3\u003eFrom Pixels to Semantics\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9781447161240\"\u003e\u003ch3\u003eFrom Pixels to Semantics\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Hardcover - 9780857296696","offer_id":46800141582661,"sku":"9780857296696","price":160.49,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9781447161240","offer_id":39415770054749,"sku":"9781447161240","price":160.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/a9ae3605-c598-499b-bfa0-85a1914dff86.jpg?v=1778990854","url":"https:\/\/shop.autorenwelt.de\/en\/products\/visual-analysis-of-behaviour-from-pixels-to-semantics-von-shaogang-gong-tao-xiang","provider":"Autorenwelt Shop","version":"1.0","type":"link"}