| 청구기호 |
R859.7.C67 |
| 형태사항 |
1 online resource
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| 총서명 |
Computer vision and pattern recognition series
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| 언어 |
English |
| 서지주기 |
Includes bibliographical references and index.
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| 내용 |
Front Cover; Computer Vision for Assistive Healthcare; Copyright; Contents; Contributors; About the Editors; Preface; 1 Computer Vision for Sight; 1.1 Introduction; 1.1.1 Problem Statement; 1.1.2 Important Considerations; 1.2 A Recommended Paradigm; 1.2.1 Environmental Modeling; 1.2.2 Localization Algorithms; 1.2.3 Assistive User Interfaces; 1.3 Related Work; 1.3.1 Omnidirectional-Vision-Based Indoor Localization; 1.3.2 Other Vision-Based Indoor Localization; 1.3.3 Assistive Technology and User Interfaces; 1.4 An Omnidirectional Vision Approach; 1.4.1 User Interfaces and System Consideration.
1.4.2 Path Planning for Scene Modeling1.4.2.1 Map Parsing and Path Planning; 1.4.2.2 Scene Modeling; 1.4.3 Machine Learning for Place Recognition; 1.4.3.1 Dataset; 1.4.3.2 Architecture; 1.4.3.3 Learning Process; 1.4.3.4 Results; 1.4.3.5 Discussions; 1.4.4 Initial Localization Using Image Retrieval; 1.4.4.1 Two-Dimensional Multiframe Aggregation Based on Candidates' Densities; 1.4.4.2 Localization in Wide Areas: Experimental Results; 1.4.5 Localization Re nement With 3D Estimation; 1.4.5.1 Geometric Constraints-Based Localization; 1.4.5.2 Experiment Using Multiview Omnidirectional Vision.
1.5 Conclusions and DiscussionsGlossary; Acknowledgments; References; 2 Computer Vision for Cognition; 2.1 Why Eyes Are Important for Human Communication; 2.1.1 Eyes in Nonverbal Communication; 2.1.2 Eye Movements; Spatial Movements; Temporal Movements; 2.2 Gaze Direction Recognition and Tracking; 2.2.1 Eye Tracking Metrics; 2.3 Eye Tracking and Cognitive Impairments; 2.4 Computer Vision Support for Diagnosis of Autism Spectrum Disorders; 2.4.1 Methods and Solutions; Using Saliency Models; Using Behavioral Models; 2.4.2 Results; 2.5 Computer Vision Support for the Identi cation of Dyslexia.
2.6 Computer Vision Support for Identi cation of Anxiety Disorders2.6.1 Assessing Phobias; 2.6.2 Studying PTSD; 2.7 Computer Vision Support for Identi cation of Depression and Dementia; 2.8 Conclusions and Discussion; Acknowledgments; References; 3 Real-Time 3D Tracker in Robot-Based Neurorehabilitation; 3.1 Introduction; 3.2 Tracking Module; 3.2.1 Two-Dimensional Preprocessing; 3.2.1.1 Coarse Depth Filtering; 3.2.1.2 Skin Removal; 3.2.2 Three-Dimensional Processing; 3.2.2.1 3D Filtering and Clustering; 3.2.2.2 Cylinder Recognition; Cylinder Segmentation; Cylinder Reconstruction.
3.2.2.3 Three-Dimensional TrackingFingerprint; Evaluation; Matching; Replacement; 3.2.3 Assessment; 3.2.3.1 Parameter Tuning; 3.2.3.2 Robustness; 3.2.3.3 Validation; 3.3 Robotic Devices; 3.3.1 Arm Light Exoskeleton; 3.3.2 Wrist Exoskeleton; 3.3.3 Hand Orthosis; 3.4 Overall System Experiments; 3.5 Discussion and Conclusion; References; 4 Computer Vision and Machine Learning for Surgical Instrument Tracking; 4.1 Introduction; 4.1.1 Potential Bene t of Surgical Instrument Tracking in Retinal Microsurgery; 4.1.2 Challenges of Computer Vision in Medical Applications.
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| 주제 |
Computer vision in medicine.
Artificial Intelligence. --(DNLM)D001185
Image Processing, Computer-Assisted. --(DNLM)D007091
Pattern Recognition, Automated. --(DNLM)D010363
HEALTH & FITNESS --Holism. --bisacsh
HEALTH & FITNESS --Reference. --bisacsh
MEDICAL --Alternative Medicine. --bisacsh
MEDICAL --Atlases. --bisacsh
MEDICAL --Essays. --bisacsh
MEDICAL --Family & General Practice. --bisacsh
MEDICAL --Holistic Medicine. --bisacsh
MEDICAL --Osteopathy. --bisacsh
Computer vision in medicine. --fast --(OCoLC)fst00872696
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| 보유판 및 특별호 저록 |
Print version: 0128134453 9780128134450 , 1005887304
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| ISBN |
9780128134467, 0128134461, 0128134453
, 9780128134450
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| QR CODE |
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