Group and crowd behavior for computer vision / edited by Vittorio Murino, Marco Cristani, Shishir Shah, Silvio Savarese.

Format Electronic
Publication InfoLondon [England] ; San Diego, CA : Academic Press, [2017]
Descriptionxiv, 424 pages : illustrations; 25 cm.
Supplemental ContentFull text available from eBook - Engineering 2017 [EBCE17]
Subjects

Other author/creatorMurino, Vittorio.
Other author/creatorCristani, Marco.
Other author/creatorShah, Shishir.
Other author/creatorSavarese, Silvio.
SeriesComputer vision and pattern recognition series
Contents The group and crowd analysis interdisciplinary challenge / Vittorio Murino, Marco Cristani, Shishir Shah, Silvio Savarese -- Social interaction in temporary gatherings / Chiara Bassetti -- Group detection and tracking using sociological features / Sebastiano Vascon, Loris Bazzani -- Exploring multitask and transfer learning algorithms for head pose estimation in dynamic multiview scenarios / Elisa Ricci, Yan Yan, Anoop K. Rajagopal, Ramanathan Subramanian, Radu L. Vieriu, Oswald Lanz, Nicu Sebe -- The analysis of high density crowds in videos / Mikel Rodriguez, Josef Sivic, Ivan Laptev -- Tracking millions of humans in crowded spaces / Alexandre Alahi, Vignesh Ramanathan, Li Fei-Fei -- Subject-centric group feature for person reidentification / Li Wei, Shishir K. Shah. -- From groups to leaders and back / Francesco Solera, Simone Calderara, Rita Cucchiara -- Learning to predict human behavior in crowded scenes / Alexandre Alahi, Vignesh Ramanathan, Kratarth Goel, Alexandre Robicquet, Amir A. Sadeghian, Li Fei-Fei, Silvio Savarese -- Deep learning for scene-independent crowd analysis / Xiaogang Wang, Chen-Change Loy -- Physics-inspired models for detecting abnormal behaviors in crowded scenes / Sadegh Mohammadi, Hamed K. Galoogahi, Alessandro Perina, Vittorio Murino -- Activity forecasting / Kris M. Kitani, De-An Huang, Wei-Chiu Ma -- Integrating computer vision algorithms and ontologies for spectator crowd behavior analysis / Davide Conigliaro, Roberta Ferrario, Céline Hudelot, Daniele Porello -- SALSA: a multimodal dataset for the automated analysis of free-standing social interactions / Xavier Alameda-Pineda, Ramanathan Subramanian, Elisa Ricci, Oswald Lanz, Nicu Sebe -- Zero-shot crowd behavior recognition / Xun Xu, Shaogang Gong, Timothy M. Hospedales -- The GRODE metrics / Francesco Setti, Marco Cristani -- Realtime pedestrian tracking and prediction in dense crowds / Aniket Bera, David Wolinski, Julien Pettré, Dinesh Manocha.
Bibliography noteIncludes bibliographical references and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
LCCN 2017939755
ISBN9780128092767 (hardcover)

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