Person Re-Identification

Editors:

ISBN: 978-1-4471-6295-7 (Print) 978-1-4471-6296-4 (Online)

Table of contents (20 chapters)

  1. Front Matter

    Pages i-xviii

  2. No Access

    Chapter

    Pages 1-20

    The Re-identification Challenge

  3. Features and Representations

    1. Front Matter

      Pages 21-21

    2. No Access

      Chapter

      Pages 23-42

      Discriminative Image Descriptors for Person Re-identification

    3. No Access

      Chapter

      Pages 43-69

      SDALF: Modeling Human Appearance with Symmetry-Driven Accumulation of Local Features

    4. No Access

      Chapter

      Pages 71-91

      Re-identification by Covariance Descriptors

    5. No Access

      Chapter

      Pages 93-117

      Attributes-Based Re-identification

    6. No Access

      Chapter

      Pages 119-138

      Person Re-identification by Attribute-Assisted Clothes Appearance

    7. No Access

      Chapter

      Pages 139-160

      Person Re-identification by Articulated Appearance Matching

    8. No Access

      Chapter

      Pages 161-181

      One-Shot Person Re-identification with a Consumer Depth Camera

    9. No Access

      Chapter

      Pages 183-201

      Group Association: Assisting Re-identification by Visual Context

    10. No Access

      Chapter

      Pages 203-228

      Evaluating Feature Importance for Re-identification

  4. Matching and Distance Metric

    1. Front Matter

      Pages 229-229

    2. No Access

      Chapter

      Pages 231-246

      Learning Appearance Transfer for Person Re-identification

    3. No Access

      Chapter

      Pages 247-267

      Mahalanobis Distance Learning for Person Re-identification

    4. No Access

      Chapter

      Pages 269-285

      Dictionary-Based Domain Adaptation Methods for the Re-identification of Faces

    5. No Access

      Chapter

      Pages 287-307

      From Re-identification to Identity Inference: Labeling Consistency by Local Similarity Constraints

    6. No Access

      Chapter

      Pages 309-330

      Re-identification for Improved People Tracking

  5. Evaluation and Application

    1. Front Matter

      Pages 331-331

    2. No Access

      Chapter

      Pages 333-349

      Benchmarking for Person Re-identification

    3. No Access

      Chapter

      Pages 351-370

      Person Re-identification: System Design and Evaluation Overview

    4. No Access

      Chapter

      Pages 371-389

      People Search with Textual Queries About Clothing Appearance Attributes

    5. No Access

      Chapter

      Pages 391-411

      Large-Scale Camera Topology Mapping: Application to Re-identification

    6. No Access

      Chapter

      Pages 413-438

      Scalable Multi-camera Tracking in a Metropolis

  6. Back Matter

    Pages 439-445