{"product_id":"9780857296696","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.","brand":"Shaogang Gong, Tao Xiang","offers":[{"title":"Default Title","offer_id":45922126070078,"sku":"9780857296696","price":5979.39,"currency_code":"ZAR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4357\/7662\/products\/9780857296696_d6f0b2f7-1e2a-4e06-9b8b-d03e0eafae4c.jpg?v=1707344149","url":"https:\/\/exclusivebooks.co.za\/products\/9780857296696","provider":"Exclusive Books Online","version":"1.0","type":"link"}