RGB-D Image Analysis and Processing

RGB-D Image Analysis and Processing

This book focuses on the fundamentals and recent advances in RGB-D imaging as well as covering a range of RGB-D applications. The topics covered include: data acquisition, data quality assessment, filling holes, 3D reconstruction, SLAM, multiple depth camera systems, segmentation, object detection,...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Rosin, Paul L. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Lai, Yu-Kun (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Shao, Ling (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Liu, Yonghuai (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
Έκδοση:1st ed. 2019.
Σειρά:Advances in Computer Vision and Pattern Recognition,
Θέματα:
Optical data processing.
User interfaces (Computer systems).
Artificial intelligence.
Image Processing and Computer Vision.
User Interfaces and Human Computer Interaction.
Artificial Intelligence.
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • Part I RGB-D Data Acquisition and Processing
  • RGB-D Sensors: Data Acquisition
  • Dealing with Missing Depth: Recent Advances in Depth Image Completion and Estimation
  • Depth Super-resolution With Color Guidance: A Review
  • RGB-D Sensors Data Quality Assessment and Improvement for Advanced Applications
  • 3D Reconstruction from RGB-D Data
  • RGB-D Odometry and SLAM
  • Enhancing 3D Capture with Multiple Depth Camera Systems: A State-of-the-Art Report
  • Part II RGB-D Data Analysis
  • RGB-D Image-based Object Detection: from Traditional Methods to Deep Learning Techniques
  • RGB-S Salient Object Detection: A Review
  • Foreground Detection and segmentation in RGB-D Images
  • Instance- and Category-level 6d Object Pose Estimation
  • Part III RGB-D Applications
  • Semantic RGB-D Perception for Cognitive Service Robots
  • RGB-D Sensors and Signal Processing for Fall Detection
  • RGB-D Interactive Systems on Serious Games for Motor Rehabilitation Therapy and Therapeutic Measurements
  • Real-Time Hand Pose Estimation using Depth Camera.-RGB-D Object Classification for Autonomous Driving Perception
  • People Counting in Crowded Environment and Re-identification
  • References
  • Index .

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