Boosting-based face detection and adaptation (notice n° 3025)
| 000 -LEADER | |
|---|---|
| fixed length control field | 02280nam a2200349 u 4500 |
| 001 - CONTROL NUMBER | |
| control field | UNI0000315 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20161122155617.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 130710s2010 XX eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 160845133X (paperback) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781608451333 (paperback) |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | DCLC |
| 040 ## - CATALOGING SOURCE | |
| Modifying agency | IMIST |
| Description conventions | AFNOR |
| 041 1# - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.42 |
| Edition number | 22 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Zhang,, Cha. |
| 245 #0 - TITLE STATEMENT | |
| Title | Boosting-based face detection and adaptation |
| Statement of responsibility, etc | Cha Zhang, Zhengyou Zhang, Sven Dickinson, Gerard Medioni. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | [S.l.] |
| Name of publisher, distributor, etc | Morgan and Claypool Publishers |
| Date of publication, distribution, etc | 2010. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 140 p. |
| Dimensions | 24 cm. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Synthesis lectures on computer vision. |
| 500 ## - GENERAL NOTE | |
| General note | Face detection, because of its vast array of applications, is one of the most active research areas in computer vision. In this book, we review various approaches to face detection developed in the past decade, with more emphasis on boosting-based learning algorithms. We then present a series of algorithms that are empowered by the statistical view of boosting and the concept of multiple instance learning. We start by describing a boosting learning framework that is capable to handle billions of training examples. It differs from traditional bootstrapping schemes in that no intermediate thresholds need to be set during training, yet the total number of negative examples used for feature selection remains constant and focused (on the poor performing ones). A multiple instance pruning scheme is then adopted to set the intermediate thresholds after boosting learning. This algorithm generates detectors that are both fast and accurate. Table of Contents: A Brief Survey of the Face Detection Literature / Cascade-based Real-Time Face Detection / Multiple Instance Learning for Face Detection / Detector Adaptation / Other Applications / Conclusions and Future Work. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computer vision |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computer vision |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Human face recognition (Computer science) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Human face recognition (Computer science) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Image processing--Digital techniques |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Image processing--Digital techniques |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine learning |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine learning |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Dickinson,, Sven. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Medioni,, Gerard. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Zhang,, Zhengyou. |
| Withdrawn status | Lost status | Damaged status | Not for loan | Permanent Location | Current Location | Date acquired | Inventory number | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| La bibliothèque des sciences de l'ingénieur | La bibliothèque des sciences de l'ingénieur | 18886 | 006.42 ZHA | 0000000018992 | 11/22/2016 | 11/22/2016 | Livre |