Image Analysis and Recognition
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Author Description
The two volumes LNCS 8814 and 8815 constitute the thoroughly refereed proceedings of the 11th International Conference on Image Analysis and Recognition, ICIAR 2014, held in Vilamoura, Portugal, in October 2014. The 107 revised full papers presented were carefully reviewed and selected from 177 submissions. The papers are organized in the following topical sections: image representation and models; sparse representation; image restoration and enhancement; feature detection and image segmentation; classification and learning methods; document image analysis; image and video retrieval; remote sensing; applications; action, gestures and audio-visual recognition; biometrics; medical image processing and analysis; medical image segmentation; computer-aided diagnosis; retinal image analysis; 3D imaging; motion analysis and tracking; and robot vision.
Menrva's Summary
THE THESIS
This volume investigates the latest advancements in image analysis and recognition technologies. The proceedings of the 11th International Conference on Image Analysis and Recognition (ICIAR 2014) present 107 carefully reviewed papers covering a wide array of topics. These include fundamental areas like image representation, feature detection, and classification, as well as applied fields such as medical image processing, remote sensing, and robot vision. The collection reflects the state-of-the-art in understanding and interpreting visual information.
THE SCOPE MAP
- Image representation and models
- Sparse representation techniques
- Image restoration and enhancement methods
- Feature detection and image segmentation algorithms
- Classification and learning methods for images
- Document image analysis
- Image and video retrieval systems
- Remote sensing applications
- Action, gestures and audio-visual recognition
- Biometrics
- Medical image processing and analysis
- Medical image segmentation
- Computer-aided diagnosis
- Retinal image analysis
- 3D imaging techniques
- Motion analysis and tracking
- Robot vision applications
THE AUTHORITY PERSPECTIVE
This collection of papers from ICIAR 2014 offers a comprehensive overview of the field of image analysis and recognition. The breadth of topics covered, from theoretical models to specific applications in medicine and robotics, suggests a valuable resource for researchers and practitioners. The inclusion of numerous peer-reviewed contributions indicates a rigorous selection process, highlighting significant developments within the community.
Page Count:
455
Publication Date:
2020-01-01
ISBN-10:
3030503461
ISBN-13:
9783030503468
Art
Non-Fiction
Science
Computer Science
Image Processing
Machine Learning
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