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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes…
In many computer vision applications, objects have to be learned and recognized in images or image sequences. This book presents new probabilistic hierarchical models that allow an efficient representation of multiple objects of different categories, scales, rotations, and views. The idea is to exploit similarities between objects and object parts in order to share calculations and avoid redund…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-11324-1
- Collation
- XV, 199
- Series Title
- Studies in Systems, Decision and Control
- Call Number
- -
New Trends in Image Analysis and Processing -- ICIAP 2015 Workshops
This book constitutes the refereed proceedings of seven workshops held at the 18th International Conference on Image Analysis and Processing, ICIAP 2015, in Genoa, Italy, in September 2015: International Workshop on Recent Advances in Digital Security: Biometrics and Forensics, BioFor 2015; International Workshop on Color in Texture and Material Recognition, CTMR 2015; International Workshop on…
- Edition
- 1
- ISBN/ISSN
- 0302-9743
- Collation
- XXVII, 599
- Series Title
- Lecture Notes in Computer Science
- Call Number
- -
Computational Forensics 5th International Workshop, IWCF 2012, Tsukuba, Japa…
This book constitutes the refereed post-conference proceedings of the 5th and 6th International Workshops on Computational Forensics, IWCF 2012 and IWCF 2014, held in Tsukuba, Japan, in November 2010 and August 2014. The 16 revised full papers and 1 short paper were carefully selected from 34 submissions during a thorough review process. The papers are divided into three broad areas namely biom…
- Edition
- -
- ISBN/ISSN
- 978-3-319-20125-2
- Collation
- -
- Series Title
- -
- Call Number
- -
Membrane Computing
This book constitutes revised selected papers from the International Conference on Membrane Computing, CMC 2015, held in Valencia, Spain, in August 2015. The 22 full papers presented in this volume were carefully reviewed and selected from 34 submissions. The volume also contains 3 invited talks in full-paper length.
- Edition
- 1
- ISBN/ISSN
- 978-3-319-28474-3
- Collation
- XI, 387; 56 illustrations in colour
- Series Title
- Lecture Notes in Computer Science
- Call Number
- -
Unsupervised Learning Algorithms
This book summarizes the state-of-the-art in unsupervised learning. The contributors discuss how with the proliferation of massive amounts of unlabeled data, unsupervised learning algorithms, which can automatically discover interesting and useful patterns in such data, have gained popularity among researchers and practitioners. The authors outline how these algorithms have found numerous appli…
- Edition
- -
- ISBN/ISSN
- 978-3-319-24211-8
- Collation
- 59 b/w illustrations, 101 illustrations in colour
- Series Title
- -
- Call Number
- -
Advances in Visual Informatics: 4th International Visual Informatics Conferen…
This book constitutes the refereed proceedings of the Fourth International Conference on Advances in Visual Informatics, IVIC 2015, held in Bangi, Malaysia, in November 2015. The five keynotes and 45 papers presented were carefully reviewed and selected from 82 initial submissions. The papers are organized in four tracks on visualization and big data; machine learning and computer vision; co…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-25939-0
- Collation
- XV, 526
- Series Title
- Lecture Notes in Computer Science
- Call Number
- 006.6
Human Behavior Understanding 6th International Workshop, HBU 2015, Osaka, Ja…
This book constitutes the proceedings of the 6th International Workshop on Human Behavior Understanding, HBU 2015, held in Osaka, Japan, in September 2015. The 11 full papers were carefully reviewed and selected from 15 initial submissions. They are organized in topical sections named: interaction with elderly, learning behavior patterns, and mobile solutions.
- Edition
- -
- ISBN/ISSN
- 978-3-319-24194-4
- Collation
- X, 175
- Series Title
- -
- Call Number
- 004 HUM
Unconventional Computation and Natural Computation 14th International Confer…
This book constitutes the refereed proceedings of the 14th International Conference on Unconventional Computation and Natural Computation, UCNC 2015, held in Auckland, New Zealand, in August/September 2015. The 16 revised full papers were carefully reviewed and selected from 38 submissions. The papers cover a wide range of topics including among others molecular (DNA) computing; quantum computi…
- Edition
- -
- ISBN/ISSN
- 978-3-319-21819-9
- Collation
- 58 b/w illustrations
- Series Title
- -
- Call Number
- -
Ultra Low Bit-Rate Speech Coding
Ultra Low Bit-Rate Speech Coding" focuses on the specialized topic of speech coding at very low bit-rates of 1 Kbits/sec and less, particularly at the lower ends of this range, down to 100 bps. The authors set forth the fundamental results and trends that form the basis for such ultra low bit-rates to be viable and provide a comprehensive overview of various techniques and systems in literature…
- Edition
- -
- ISBN/ISSN
- 978-1-4939-1341-1
- Collation
- 4 b/w illustrations, 56 illustrations in colour
- Series Title
- -
- Call Number
- -
Type-2 Fuzzy Graphical Models for Pattern Recognition
This book discusses how to combine type-2 fuzzy sets and graphical models to solve a range of real-world pattern recognition problems such as speech recognition, handwritten Chinese character recognition, topic modeling as well as human action recognition. It covers these recent developments while also providing a comprehensive introduction to the fields of type-2 fuzzy sets and graphical model…
- Edition
- -
- ISBN/ISSN
- 978-3-662-44690-4
- Collation
- Jointly published with Tsinghua University Press, Beijing, China
- Series Title
- -
- Call Number
- -
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