{"product_id":"group-and-crowd-behavior-for-vittorio-murino-9780128092767","title":"Group and Crowd Behavior for Computer Vision","description":"\u003cp\u003e\u003ci\u003eGroup and Crowd Behavior for Computer Vision\u003c\/i\u003e provides a multidisciplinary perspective on how to solve the problem of group and crowd analysis and modeling, combining insights from the social sciences with technological ideas in computer vision and pattern recognition.\u003c\/p\u003e \u003cp\u003eThe book answers many unresolved issues in group and crowd behavior, with Part One providing an introduction to the problems of analyzing groups and crowds that stresses that they should not be considered as completely diverse entities, but as an aggregation of people. \u003c\/p\u003e \u003cp\u003ePart Two focuses on features and representations with the aim of recognizing the presence of groups and crowds in image and video data. It discusses low level processing methods to individuate when and where a group or crowd is placed in the scene, spanning from the use of people detectors toward more ad-hoc strategies to individuate group and crowd formations. \u003c\/p\u003e \u003cp\u003ePart Three discusses methods for analyzing the behavior of groups and the crowd once they have been detected, showing how to extract semantic information, predicting\/tracking the movement of a group, the formation or disaggregation of a group\/crowd and the identification of different kinds of groups\/crowds depending on their behavior. \u003c\/p\u003e \u003cp\u003eThe final section focuses on identifying and promoting datasets for group\/crowd analysis and modeling, presenting and discussing metrics for evaluating the pros and cons of the various models and methods. This book gives computer vision researcher techniques for segmentation and grouping, tracking and reasoning for solving group and crowd modeling and analysis, as well as more general problems in computer vision and machine learning.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Vittorio Murino,Marco Cristani,Shishir Shah\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0128092769\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780128092767\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Academic Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/10\/2017\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 438\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.13lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 1.00d","brand":"Vittorio Murino","offers":[{"title":"Hardcover","offer_id":47420132425983,"sku":"9780128092767","price":140.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_7143804e-2a95-47d1-a6cc-89a5eb3d37dc.jpg?v=1761525823","url":"https:\/\/www.whiterainbookhouse.com\/products\/group-and-crowd-behavior-for-vittorio-murino-9780128092767","provider":"WR Book House","version":"1.0","type":"link"}