Recent Advances in Computer Vision
Springer International Publishing (Verlag)
978-3-030-02999-9 (ISBN)
Mahmoud Hassaballah was born in 1974 in Qena, Egypt. He received a B.Sc. degree in Mathematics in 1997, and an M.Sc. degree in Computer Science in 2003, both from South Valley University, Egypt. In April 2008, he joined the Lab of Intelligence Communication at the Department of Electrical and Electronic Engineering and Computer Science, Ehime University, Japan as a Ph.D. student, where he received a Doctor of Engineering (D.Eng.) in Computer Science in September 2011 for his work on facial features detection. He is currently an Associate Professor of Computer Science at the South Valley University's Faculty of Computers and Information. His research interests include feature extraction, object detection/recognition, biometrics, image processing, computer vision, machine learning, and data hiding. Khalid Hosny was born in 1966 in Zagazig, Egypt. He is a Professor of Information Technology, Faculty of Computers and Informatics at Zagazig University in Egypt. Prof. Hosny received his B.Sc., M.Sc. and Ph.D. degrees from the same university in 1988, 1994, and 2000 respectively. From 1997 to 1999 he was a Visiting Scholar at the University of Michigan, Ann Arbor and the University of Cincinnati in the USA. He is a senior member of ACM and IEEE. His research interests include image processing, pattern recognition, multimedia and computer vision. Prof. Hosny has published more than 60 papers in international journals, and he is an editor and scientific reviewer for more than 30 international journals.
Computer Vision for Supporting Fashion Creative Processes.- Facial Features Detection and Localization.- Advances and Trends in Video Face Alignment.- Video Similarity Measurement and Search.- Analysis and Evaluation of Keypoint Descriptors for Image Matching.- Feature Extraction of Color images using Quaternion Moments.- Face recognition Using Exact Gaussian-Hermit Moments and Nonnegative Matrix Factorization.- Face Recognition with Discrete Orthogonal Moments.- Content-Based Image Retrieval using Multiresolution Feature Descriptors.- Landmark Recognition: From Small-Scale to Large-Scale Retrieval.- Ocean Ecosystems Plankton Classification.- Boundary Detection of Echocardiographic Images during Mitral Regurgitation.- Motion Estimation Made Easy: Evolution and Trends in Visual Odometry.- Deep Ear Recognition Pipeline.- Scene Classification Using Transfer Learning.- Hyperspectral Image: Fundamentals and Advances.
| Erscheinungsdatum | 02.02.2019 |
|---|---|
| Reihe/Serie | Studies in Computational Intelligence |
| Zusatzinfo | XV, 425 p. 158 illus., 106 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 824 g |
| Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Technik | |
| Schlagworte | biometrics • convolutional neural network • face recognition • Feature learning • Image and Video Retrieval • image classification • object detection and recognition • Object Segmentation and Shape Models • Scene Understanding • toolboxes • Visual Odometry • Visual Saliency and Pedestrian Detection |
| ISBN-10 | 3-030-02999-9 / 3030029999 |
| ISBN-13 | 978-3-030-02999-9 / 9783030029999 |
| Zustand | Neuware |
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