MARC details
| 000 -LEADER |
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| fixed length control field |
03318naaaa2200589uu 4500 |
| 001 - CONTROL NUMBER |
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| control field |
https://directory.doabooks.org/handle/20.500.12854/69112 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20220714164242.0 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
books978-3-03936-965-2 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783039369645 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783039369652 |
| 024 7# - OTHER STANDARD IDENTIFIER |
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| Standard number or code |
10.3390/books978-3-03936-965-2 |
| Terms of availability |
doi |
| 041 0# - LANGUAGE CODE |
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| Language code of text/sound track or separate title |
English |
| 042 ## - AUTHENTICATION CODE |
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| Authentication code |
dc |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
TBX |
| Source |
bicssc |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Hsu, Gee-Sern Jison |
| Relator code |
edt |
| 9 (RLIN) |
1579412 |
| 245 10 - TITLE STATEMENT |
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| Title |
Deep Learning for Facial Informatics |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Place of publication, distribution, etc |
Basel, Switzerland |
| Name of publisher, distributor, etc |
MDPI - Multidisciplinary Digital Publishing Institute |
| Date of publication, distribution, etc |
2020 |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
1 electronic resource (102 p.) |
| 506 0# - RESTRICTIONS ON ACCESS NOTE |
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| Terms governing access |
Open Access |
| Source of term |
star |
| Standardized terminology for access restriction |
Unrestricted online access |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc |
Deep learning has been revolutionizing many fields in computer vision, and facial informatics is one of the major fields. Novel approaches and performance breakthroughs are often reported on existing benchmarks. As the performances on existing benchmarks are close to saturation, larger and more challenging databases are being made and considered as new benchmarks, further pushing the advancement of the technologies. Considering face recognition, for example, the VGG-Face2 and Dual-Agent GAN report nearly perfect and better-than-human performances on the IARPA Janus Benchmark A (IJB-A) benchmark. More challenging benchmarks, e.g., the IARPA Janus Benchmark A (IJB-C), QMUL-SurvFace and MegaFace, are accepted as new standards for evaluating the performance of a new approach. Such an evolution is also seen in other branches of face informatics. In this Special Issue, we have selected the papers that report the latest progresses made in the following topics: 1. Face liveness detection 2. Emotion classification 3. Facial age estimation 4. Facial landmark detection We are hoping that this Special Issue will be beneficial to all fields of facial informatics. |
| 540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE |
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| Terms governing use and reproduction |
Creative Commons |
| -- |
https://creativecommons.org/licenses/by/4.0/ |
| -- |
cc |
| -- |
https://creativecommons.org/licenses/by/4.0/ |
| 546 ## - LANGUAGE NOTE |
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| Language note |
English |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
History of engineering & technology |
| Source of heading or term |
bicssc |
| 9 (RLIN) |
1129967 |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
deep learning |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
RGB |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
depth |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
facial landmarking |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
merging networks |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
3D geometry data |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
2D attribute maps |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
fused CNN feature |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
coarse-to-fine |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
convolutional neural network (CNN) |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
deep metric learning |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
multi-task learning |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
image classification |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
age estimation |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
generative adversarial network |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
emotion classification |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
facial key point detection |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
facial images processing |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
convolutional neural networks |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
face liveness detection |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
convolutional neural network |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
thermal image |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
external knowledge |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Timofte, Radu |
| Relator code |
edt |
| 9 (RLIN) |
1579413 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Hsu, Gee-Sern Jison |
| Relator code |
oth |
| 9 (RLIN) |
1579412 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Timofte, Radu |
| Relator code |
oth |
| 9 (RLIN) |
1579413 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
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| Host name |
www.oapen.org |
| Uniform Resource Identifier |
<a href="https://mdpi.com/books/pdfview/book/2884">https://mdpi.com/books/pdfview/book/2884</a> |
| -- |
0 |
| Public note |
DOAB: download the publication |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Host name |
www.oapen.org |
| Uniform Resource Identifier |
<a href="https://directory.doabooks.org/handle/20.500.12854/69112">https://directory.doabooks.org/handle/20.500.12854/69112</a> |
| -- |
0 |
| Public note |
DOAB: description of the publication |
