Person Re-Identification (eBook)

Dr. Shaogang Gong is a Professor of Visual Computation in the School of Electronic Engineering and Computer Science at Queen Mary University of London, UK. His publications include the successful Springer books Visual Analysis of Behaviour and Video Analytics for Business Intelligence. Dr. Marco Cristani is an Assistant Professor in the Computer Science Department at the University of Verona, Italy. Dr. Shuicheng Yan is an Associate Professor in the Department of Electrical and Computer Engineering at the National University of Singapore. Dr. Chen Change Loy is a Research Assistant Professor in the Department of Information Engineering at the Chinese University of Hong Kong.

The Re-Identification ChallengeShaogang Gong, Marco Cristani, Chen Change Loy, and Timothy M. HospedalesPart I: Features and RepresentationsDiscriminative Image Descriptors for Person Re-IdentificationBingpeng Ma, Yu Su, and Frédéric JurieSDALF: Modeling Human Appearance with Symmetry-Driven Accumulation of Local FeaturesLoris Bazzani, Marco Cristani, and Vittorio MurinoRe-Identification by Covariance DescriptorsSławomir Bąk and François BrémondAttributes-Based Re-IdentificationRyan Layne, Timothy M. Hospedales, and Shaogang GongPerson Re-Identification by Attribute-Assisted Clothes AppearanceAnnan Li, Luoqi Liu, and Shuicheng YanPerson Re-Identification by Articulated Appearance MatchingDong Seon Cheng and Marco CristaniOne-Shot Person Re-Identification with a Consumer Depth CameraMatteo Munaro, Andrea Fossati, Alberto Basso, Emanuele Menegatti, and Luc Van GoolGroup Association: Assisting Re-Identification by Visual ContextWei-Shi Zheng, Shaogang Gong, and Tao XiangEvaluating Feature Importance for Re-IdentificationChunxiao Liu, Shaogang Gong, Chen Change Loy, and Xinggang LinPart II: Matching and Distance MetricLearning Appearance Transfer for Person Re-IdentificationTamar Avraham and Michael LindenbaumMahalanobis Distance Learning for Person Re-IdentificationPeter M. Roth, Martin Hirzer, Martin Köstinger, Csaba Beleznai, and Horst BischofDictionary-Based Domain Adaptation Methods for the Re-Identification of FacesQiang Qiu, Jie Ni, and Rama ChellappaFrom Re-Identification to Identity Inference: Labelling Consistency by Local Similarity ConstraintsSvebor Karaman, Giuseppe Lisanti, Andrew D. Bagdanov, and Alberto Del BimboRe-Identification for Improved People TrackingFrançois Fleuret, Horesh Ben Shitrit, and Pascal FuaPart III: Evaluation and ApplicationBenchmarking for Person Re-IdentificationRoberto Vezzani and Rita CucchiaraPerson Re-Identification: System Design and Evaluation OverviewXiaogang Wang and Rui ZhaoPeople Search with Textual Queries about Clothing Appearance AttributesRiccardo Satta, Federico Pala, Giorgio Fumera, and Fabio RoliLarge Scale Camera Topology Mapping: Application to Re-IdentificationAnthony Dick, Anton van den Hengel, and Henry DetmoldScalable Multi-Camera Tracking in a MetropolisYogesh Raja and Shaogang Gong