Ebook: Topics in Medical Image Processing and Computational Vision
- Tags: Signal Image and Speech Processing, Computer Imaging Vision Pattern Recognition and Graphics, Biomedical Engineering, Imaging / Radiology
- Series: Lecture Notes in Computational Vision and Biomechanics 8
- Year: 2013
- Publisher: Springer Netherlands
- Edition: 1
- Language: English
- pdf
The sixteen chapters included in this book were written by invited experts of international recognition and address important issues in Medical Image Processing and Computational Vision, including: Object Recognition, Object Detection, Object Tracking, Pose Estimation, Facial Expression Recognition, Image Retrieval, Data Mining, Automatic Video Understanding and Management, Edges Detection, Image Segmentation, Modelling and Simulation, Medical thermography, Database Systems, Synthetic Aperture Radar and Satellite Imagery.
Different applications are addressed and described throughout the book, comprising: Object Recognition and Tracking, Facial Expression Recognition, Image Database, Plant Disease Classification, Video Understanding and Management, Image Processing, Image Segmentation, Bio-structure Modelling and Simulation, Medical Imaging, Image Classification, Medical Diagnosis, Urban Areas Classification, Land Map Generation.
The book brings together the current state-of-the-art in the various multi-disciplinary solutions for Medical Image Processing and Computational Vision, including research, techniques, applications and new trends contributing to the development of the related areas.
The sixteen chapters included in this book were written by invited experts of international recognition and address important issues in Medical Image Processing and Computational Vision, including: Object Recognition, Object Detection, Object Tracking, Pose Estimation, Facial Expression Recognition, Image Retrieval, Data Mining, Automatic Video Understanding and Management, Edges Detection, Image Segmentation, Modelling and Simulation, Medical thermography, Database Systems, Synthetic Aperture Radar and Satellite Imagery.
Different applications are addressed and described throughout the book, comprising: Object Recognition and Tracking, Facial Expression Recognition, Image Database, Plant Disease Classification, Video Understanding and Management, Image Processing, Image Segmentation, Bio-structure Modelling and Simulation, Medical Imaging, Image Classification, Medical Diagnosis, Urban Areas Classification, Land Map Generation.
The book brings together the current state-of-the-art in the various multi-disciplinary solutions for Medical Image Processing and Computational Vision, including research, techniques, applications and new trends contributing to the development of the related areas.
The sixteen chapters included in this book were written by invited experts of international recognition and address important issues in Medical Image Processing and Computational Vision, including: Object Recognition, Object Detection, Object Tracking, Pose Estimation, Facial Expression Recognition, Image Retrieval, Data Mining, Automatic Video Understanding and Management, Edges Detection, Image Segmentation, Modelling and Simulation, Medical thermography, Database Systems, Synthetic Aperture Radar and Satellite Imagery.
Different applications are addressed and described throughout the book, comprising: Object Recognition and Tracking, Facial Expression Recognition, Image Database, Plant Disease Classification, Video Understanding and Management, Image Processing, Image Segmentation, Bio-structure Modelling and Simulation, Medical Imaging, Image Classification, Medical Diagnosis, Urban Areas Classification, Land Map Generation.
The book brings together the current state-of-the-art in the various multi-disciplinary solutions for Medical Image Processing and Computational Vision, including research, techniques, applications and new trends contributing to the development of the related areas.
Content:
Front Matter....Pages i-viii
Learning a Family of Detectors via Multiplicative Kernels....Pages 1-32
Facial Expression Recognition Using FAPs-Based 3DMMM....Pages 33-47
SVM Framework for Incorporating Content-Based Image Retrieval and Data Mining into the SBIM Image Manager....Pages 49-66
Identification of Foliar Diseases in Cotton Crop....Pages 67-85
Towards Ontological Cognitive System....Pages 87-99
A Novel Edge Detector Based on Discrete t-norms for Noisy Images....Pages 101-118
Colour Quantisation as a Preprocessing Step for Image Segmentation....Pages 119-138
Medical Imaging and Computational Flow Models in Deformable Ducts....Pages 139-164
Tracking Red Blood Cells in Microchannels: A Comparative Study Between an Automatic and a Manual Method....Pages 165-180
A Survey for the Automatic Classification of Bone Tissue Images....Pages 181-200
Colour Video Segmentation for the Quantification of Sweat Dynamic Function....Pages 201-222
Current Issues in Medical Thermography....Pages 223-237
Detection of Anatomic Structures in Retinal Images....Pages 239-260
Database System for Clinical and Computer Assisted Diagnosis of Dermoscopy Images....Pages 261-274
Segmentation Based Pattern Recognition for Peri-Urban Areas in X Band SAR Images....Pages 275-289
Improving Flood Risk Management in the City of Lisbon: Developing a Detailed and Updated Map of Imperviousness Using Satellite Imagery....Pages 291-305
Back Matter....Pages 307-309
The sixteen chapters included in this book were written by invited experts of international recognition and address important issues in Medical Image Processing and Computational Vision, including: Object Recognition, Object Detection, Object Tracking, Pose Estimation, Facial Expression Recognition, Image Retrieval, Data Mining, Automatic Video Understanding and Management, Edges Detection, Image Segmentation, Modelling and Simulation, Medical thermography, Database Systems, Synthetic Aperture Radar and Satellite Imagery.
Different applications are addressed and described throughout the book, comprising: Object Recognition and Tracking, Facial Expression Recognition, Image Database, Plant Disease Classification, Video Understanding and Management, Image Processing, Image Segmentation, Bio-structure Modelling and Simulation, Medical Imaging, Image Classification, Medical Diagnosis, Urban Areas Classification, Land Map Generation.
The book brings together the current state-of-the-art in the various multi-disciplinary solutions for Medical Image Processing and Computational Vision, including research, techniques, applications and new trends contributing to the development of the related areas.
Content:
Front Matter....Pages i-viii
Learning a Family of Detectors via Multiplicative Kernels....Pages 1-32
Facial Expression Recognition Using FAPs-Based 3DMMM....Pages 33-47
SVM Framework for Incorporating Content-Based Image Retrieval and Data Mining into the SBIM Image Manager....Pages 49-66
Identification of Foliar Diseases in Cotton Crop....Pages 67-85
Towards Ontological Cognitive System....Pages 87-99
A Novel Edge Detector Based on Discrete t-norms for Noisy Images....Pages 101-118
Colour Quantisation as a Preprocessing Step for Image Segmentation....Pages 119-138
Medical Imaging and Computational Flow Models in Deformable Ducts....Pages 139-164
Tracking Red Blood Cells in Microchannels: A Comparative Study Between an Automatic and a Manual Method....Pages 165-180
A Survey for the Automatic Classification of Bone Tissue Images....Pages 181-200
Colour Video Segmentation for the Quantification of Sweat Dynamic Function....Pages 201-222
Current Issues in Medical Thermography....Pages 223-237
Detection of Anatomic Structures in Retinal Images....Pages 239-260
Database System for Clinical and Computer Assisted Diagnosis of Dermoscopy Images....Pages 261-274
Segmentation Based Pattern Recognition for Peri-Urban Areas in X Band SAR Images....Pages 275-289
Improving Flood Risk Management in the City of Lisbon: Developing a Detailed and Updated Map of Imperviousness Using Satellite Imagery....Pages 291-305
Back Matter....Pages 307-309
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