Pattern Recognition - 39th German Conference, GCPR 2017, Basel, Switzerland, September 12-15, 2017, Proceedings

This book constitutes the refereed proceedings of the 39th German Conference on Pattern Recognition, GCPR 2017, held in Basel, Switzerland, in September 2017.The 33 revised full papers presented were carefully reviewed and selected from 60 submissions. The papers are organized in topical sections on biomedical image processing and analysis; classification and detection; computational photography; image and video processing; machine learning and pattern recognition; mathematical foundations, statistical data analysis and models; motion and segmentation; pose, face and gesture; reconstruction and depth; and tracking.

Sommario

Biomedical Image Processing and Analysis.- Classication and Detection.- Computational Photography.- Image and Video Processing.- Machine Learning and Pattern Recognition.- Mathematical Foundations, Statistical Data Analysis and Models.- Motion and Segmentation.- Pose, Face and Gesture.- Reconstruction and Depth.- Tracking.

Riassunto

This book constitutes the refereed proceedings of the 39th German Conference on Pattern Recognition, GCPR 2017, held in  Basel, Switzerland, in September 2017.The 33 revised full papers presented were carefully reviewed and selected from 60 submissions. The papers are organized in topical sections on biomedical image processing and analysis; classification and detection; computational photography;  image and video processing; machine learning and pattern recognition; mathematical foundations, statistical data analysis and models; motion and segmentation; pose, face and gesture; reconstruction and depth;  and tracking.

Dettagli sul prodotto

• Con la collaborazione di: Volke Roth (Editore), Volker Roth (Editore), Vetter (Editore), Vetter (Editore), Thomas Vetter (Editore)
• Editore: Springer, Berlin
• Lingue: Inglese
• Formato: Tascabile
• Pubblicazione: 01.01.2017
• EAN: 9783319667089
• ISBN: 978-3-31-966708-9
• Pagine: 428
• Dimensioni: 157 mm x 26 mm x 237 mm
• Peso: 700 g
• Illustrazioni: XVI, 428 p. 159 illus.
• Serie: Lecture Notes in Computer Science; Image Processing, Computer Vision, Pattern Recognition, and Graphics; Lecture Notes in Computer Science; Image Processing, Computer Vision, Pattern Recognition, and Graphics
• Categorie: Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Software applicativo; C, Künstliche Intelligenz, Artificial Intelligence, reconstruction, Maschinelles Sehen, Bildverstehen, computer science, Neural Networks, Computer Vision, Image Processing and Computer Vision, pattern recognition, Automated Pattern Recognition, Optical data processing, Image processing, svm, image segmentation, image reconstruction, motion estimation, image coding, learning systems, Statistical Data Analysis