MARC details
| 000 -LEADER |
|---|
| fixed length control field |
05732nam a2200505Ia 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20250930140825.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
150903s20132013caua fob 000 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781608459186 |
| Qualifying information |
paperback |
| Terms of availability |
RM175.20 |
| 039 #9 - LEVEL OF BIBLIOGRAPHIC CONTROL AND CODING DETAIL [OBSOLETE] |
|---|
| Level of rules in bibliographic description |
201601111730 |
| Level of effort used to assign nonsubject heading access points |
asrul |
| Level of effort used to assign subject headings |
201512301139 |
| Level of effort used to assign classification |
baiti |
| Level of effort used to assign subject headings |
201512070908 |
| Level of effort used to assign classification |
rahah |
| y |
09-03-2015 |
| z |
rahah |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
CaBNvSL |
| Transcribing agency |
J2I |
| Modifying agency |
J2I |
| -- |
WAU |
| -- |
YDXCP |
| -- |
NST |
| -- |
AZS |
| -- |
E7B |
| -- |
UMI |
| -- |
DEBSZ |
| -- |
COO |
| -- |
UKM |
| 090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN) |
|---|
| Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) |
TA1637.L894 3 |
| 090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN) |
|---|
| Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) |
TA1637 |
| Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN) |
. L894 3 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Lux, Mathias. |
| Relator term |
author |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Visual information retrieval using Java and LIRE |
| Medium |
[electronic resource] / |
| Statement of responsibility, etc. |
Mathias Lux, Oge Marques. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
San Rafael, Calif. (1537 Fourth Street, San Rafael, CA 94901 USA) : |
| Name of producer, publisher, distributor, manufacturer |
Morgan & Claypool, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2013. |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Date of production, publication, distribution, manufacture, or copyright notice |
©2013. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 online resource (xv, 96 p.) : |
| Other physical details |
ill. |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Synthesis lectures on information concepts, retrieval, and services, |
| International Standard Serial Number |
1947-9468 ; |
| Volume/sequential designation |
#25 |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Part of: Synthesis digital library of engineering and computer science. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Series from website. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references (p. 87-94). |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Preface -- Acknowledgments -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
1. Introduction -- 1.1 Design challenges -- 1.2 Getting started with LIRE -- 1.2.1 Java setup -- 1.2.2 Downloading, unpacking, and running LireDemo -- 1.2.3 Indexing an image collection -- 1.2.4 Browsing the index, selecting an image, and performing a search -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
2. Information retrieval: selected concepts and techniques -- 2.1 Basic concepts and document representation -- 2.1.1 Vector retrieval model -- 2.2 Retrieval evaluation -- 2.3 Text information retrieval with Lucene -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
3. Visual features -- 3.1 Digital imaging in a nutshell -- 3.1.1 Digital imaging in Java -- 3.2 Global features -- 3.2.1 Color features -- 3.2.2 Texture features -- 3.2.3 Combining color and texture -- 3.3 Local features -- 3.3.1 Scale-invariant feature transform (SIFT) -- 3.3.2 Speeded-up robust features (SURF) -- 3.4 Metrics, normalization, and distance functions -- 3.5 Evaluation of visual features -- 3.5.1 Figures of merit -- 3.5.2 Datasets -- 3.5.3 Challenges -- 3.6 Feature extraction using LIRE -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
4. Indexing visual features -- 4.1 Indexing: the na詶e approach -- 4.1.1 Basic indexing and linear search in LIRE -- 4.2 Nearest-neighbor search -- 4.3 Hashing -- 4.3.1 Locality sensitive hashing -- 4.3.2 Metric spaces approximate indexing -- 4.4 Bag of visual words -- 4.4.1 Bag of visual words using LIRE -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
5. LIRE: an extensible Java CBIR library -- 5.1 Architecture and low-level features -- 5.2 Indexing and searching -- 5.3 Advanced features -- 5.3.1 Bag of visual words -- 5.3.2 Result re-ranking and filtering -- 5.4 How to apply LIRE -- 5.4.1 Scenario investigation -- 5.4.2 Benchmarking -- 5.4.3 Deployment tests and performance optimization -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
6. Concluding remarks -- 6.1 Research directions, challenges, and opportunities -- 6.2 Resources -- Bibliography -- Authors' biographies. |
| 520 3# - SUMMARY, ETC. |
|---|
| Summary, etc. |
Visual information retrieval (VIR) is an active and vibrant research area, which attempts at providing means for organizing, indexing, annotating, and retrieving visual information (images and videos) from large, unstructured repositories. The goal of VIR is to retrieve matches ranked by their relevance to a given query, which is often expressed as an example image and/or a series of keywords. During its early years (1995-2000), the research efforts were dominated by content-based approaches contributed primarily by the image and video processing community. During the past decade, it was widely recognized that the challenges imposed by the lack of coincidence between an image's visual contents and its semantic interpretation, also known as semantic gap, required a clever use of textual metadata (in addition to information extracted from the image's pixel contents) to make image and video retrieval solutions efficient and effective. The need to bridge (or at least narrow) the semantic gap has been one of the driving forces behind current VIR research. Additionally, other related research problems and market opportunities have started to emerge, offering a broad range of exciting problems for computer scientists and engineers to work on. In this introductory book, we focus on a subset of VIR problems where the media consists of images, and the indexing and retrieval methods are based on the pixel contents of those images--an approach known as content-based image retrieval (CBIR). We present an implementation-oriented overview of CBIR concepts, techniques, algorithms, and figures of merit. Most chapters are supported by examples written in Java, using Lucene (an open-source Java-based indexing and search implementation) and LIRE (Lucene Image REtrieval), an open-source Java-based library for CBIR. |
| 588 ## - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Description based on online resource; title from PDF t.p. (Morgan & Claypool, viewed on February 17, 2013). |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Picture archiving and communication systems. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Image processing |
| General subdivision |
Digital techniques. |
| 9 (RLIN) |
59990 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Java (Computer program language) |
| 9 (RLIN) |
60204 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Lucene Image REtrieval. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Marques, Oge. |
| Relator term |
author |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Synthesis lectures on information concepts, retrieval, and services, |
| International Standard Serial Number |
1947-9468 ; |
| Volume/sequential designation |
#25 |
| 907 ## - LOCAL DATA ELEMENT G, LDG (RLIN) |
|---|
| a |
.b16202399 |
| b |
2019-11-12 |
| c |
2019-11-12 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
AM |
| Suppress in OPAC |
No |
| Call number prefix |
TA1637.L894 3 |
| 914 ## - VTLS Number |
|---|
| VTLS Number |
vtls003592728 |
| 990 ## - EQUIVALENCES OR CROSS-REFERENCES [LOCAL, CANADA] |
|---|
| Link information for 9XX fields |
bety |
| 991 ## - LOCAL NOTE (NAMA FAKULTI/INSTITUT/PUSAT) |
|---|
| a |
Fakulti Sains Teknologi dan Maklumat |
| 998 ## - LOCAL CONTROL INFORMATION (RLIN) |
|---|
| Library |
PERPUSTAKAAN LINGKUNGAN KEDUA |
| Operator's initials, OID (RLIN) |
2015-03-09 |
| Cataloger's initials, CIN (RLIN) |
m |
| Material Type (Sierra) |
Printed Books |
| Language |
English |
| Country |
|
| -- |
0 |
| -- |
.b16202399 |
