Advanced Topics in Computer Vision (Record no. 43808)
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| fixed length control field | 04618nam a22004937a 4500 |
| 001 - CONTROL NUMBER | |
| control field | sulb-eb0021716 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | BD-SySUS |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20160413122157.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 130923s2013 xxk| s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781447155201 |
| -- | 978-1-4471-5520-1 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1007/978-1-4471-5520-1 |
| Source of number or code | doi |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | T385 |
| Classification number | TA1637-1638 |
| Classification number | TK7882.P3 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UYQV |
| Source | bicssc |
| Subject category code | COM016000 |
| Source | bisacsh |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.6 |
| Edition number | 23 |
| 245 10 - TITLE STATEMENT | |
| Title | Advanced Topics in Computer Vision |
| Medium | [electronic resource] / |
| Statement of responsibility, etc. | edited by Giovanni Maria Farinella, Sebastiano Battiato, Roberto Cipolla. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | London : |
| Name of producer, publisher, distributor, manufacturer | Springer London : |
| -- | Imprint: Springer, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2013. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | XIV, 433 p. 218 illus., 180 illus. in color. |
| Other physical details | online resource. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 347 ## - DIGITAL FILE CHARACTERISTICS | |
| File type | text file |
| Encoding format | |
| Source | rda |
| 490 1# - SERIES STATEMENT | |
| Series statement | Advances in Computer Vision and Pattern Recognition, |
| International Standard Serial Number | 2191-6586 |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Visual Features: From Early Concepts to Modern Computer Vision -- Where Next in Object Recognition and How Much Supervision Do We Need? -- Recognizing Human Actions by Using Effective Codebooks and Tracking -- Evaluating and Extending Trajectory Features for Activity Recognition -- Co-Recognition of Images and Videos: Unsupervised Matching of Identical Object Patterns and its Applications -- Stereo Matching: State-of-the-Art and Research Challenges -- Visual Localization for Micro Aerial Vehicles in Urban Outdoor Environments -- Moment Constraints in Convex Optimization for Segmentation and Tracking -- Large Scale Metric Learning for Distance-Based Image Classification on Open Ended Data Sets -- Top-Down Bayesian Inference of Indoor Scenes -- Efficient Loopy Belief Propagation Using the Four Color Theorem -- Boosting k-Nearest Neighbors Classification -- Learning Object Detectors in Stationary Environments -- Video Temporal Super-Resolution Based on Self-Similarity. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Computer vision is the science and technology of making machines that see. It is concerned with the theory, design and implementation of algorithms that can automatically process visual data to recognize objects, track and recover their shape and spatial layout. This unique text/reference presents a broad selection of cutting-edge research, covering both theoretical and practical aspects of the three main areas in computer vision: reconstruction, registration, and recognition. The book provides an in-depth overview of challenging areas, in addition to descriptions of novel algorithms that exploit machine learning and pattern recognition techniques to infer the semantic content of images and videos. Topics and features: Investigates visual features, trajectory features, and stereo matching Reviews the main challenges of semi-supervised object recognition, and a novel method for human action categorization Presents a framework for the visual localization of MAVs, and for the use of moment constraints in convex shape optimization Examines solutions to the co-recognition problem, and distance-based classifiers for large-scale image classification Describes how the four-color theorem can be used in early computer vision for solving MRF problems where an energy is to be minimized Introduces a Bayesian generative model for understanding indoor environments, and a boosting approach for generalizing the k-NN rule Discusses the issue of scene-specific object detection, and an approach for making temporal super resolution video from a single input image sequence This must-read collection will be of great value to advanced undergraduate and graduate students of computer vision, pattern recognition and machine learning. Researchers and practitioners will also find the book useful for understanding and reviewing current approaches in computer vision. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computer science. |
| Topical term or geographic name as entry element | Computer graphics. |
| Topical term or geographic name as entry element | Computer Science. |
| Topical term or geographic name as entry element | Computer Imaging, Vision, Pattern Recognition and Graphics. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Farinella, Giovanni Maria. |
| Relator term | editor. |
| Personal name | Battiato, Sebastiano. |
| Relator term | editor. |
| Personal name | Cipolla, Roberto. |
| Relator term | editor. |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | SpringerLink (Online service) |
| 773 0# - HOST ITEM ENTRY | |
| Title | Springer eBooks |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed edition: |
| International Standard Book Number | 9781447155195 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Advances in Computer Vision and Pattern Recognition, |
| International Standard Serial Number | 2191-6586 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="http://dx.doi.org/10.1007/978-1-4471-5520-1">http://dx.doi.org/10.1007/978-1-4471-5520-1</a> |
| 912 ## - | |
| -- | ZDB-2-SCS |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
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No items available.