Language:
English
繁體中文
Help
回圖書館首頁
手機版館藏查詢
Login
Back
Switch To:
Labeled
|
MARC Mode
|
ISBD
Learning design: Aesthetic models fo...
~
O'Donovan, Peter.
Linked to FindBook
Google Book
Amazon
博客來
Learning design: Aesthetic models for color, layout, and typography.
Record Type:
Electronic resources : Monograph/item
Title/Author:
Learning design: Aesthetic models for color, layout, and typography./
Author:
O'Donovan, Peter.
Description:
189 p.
Notes:
Source: Dissertation Abstracts International, Volume: 77-06(E), Section: B.
Contained By:
Dissertation Abstracts International77-06B(E).
Subject:
Computer science. -
Online resource:
http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=3744115
ISBN:
9781339368634
Learning design: Aesthetic models for color, layout, and typography.
O'Donovan, Peter.
Learning design: Aesthetic models for color, layout, and typography.
- 189 p.
Source: Dissertation Abstracts International, Volume: 77-06(E), Section: B.
Thesis (Ph.D.)--University of Toronto (Canada), 2015.
This thesis presents aestheticmodels for three key components of graphic design: color compatibility, layout creation, and font selection. We develop thesemodels using a variety of techniques, including machine learning and data mining, crowdsourcing, and optimization, and demonstrate their use in practical design applications. We .rst model color compatibility from large datasets, including analysis of existing color theories, a learned model for predicting compatibility, and several applications using this model. We then use a collaborative .ltering approach tomodel color preferences for individual users. Secondly, we present an energy-basedmodel for single-page design layouts derived from design principles, using novel analysis algorithms. We show how this model can be trained using existing layouts, and demonstrate its use on various tasks including style-based synthesis and retargeting. We then extend this model to enable an interactive, suggestion-based layout tool. Finally, wemodel fonts using attributes and similarity data from crowdsourced studies, then use these models to develop exploratory font selection interfaces.
ISBN: 9781339368634Subjects--Topical Terms:
523869
Computer science.
Learning design: Aesthetic models for color, layout, and typography.
LDR
:01975nmm a2200265 4500
001
2116291
005
20170417135108.5
008
180830s2015 ||||||||||||||||| ||eng d
020
$a
9781339368634
035
$a
(MiAaPQ)AAI3744115
035
$a
AAI3744115
040
$a
MiAaPQ
$c
MiAaPQ
100
1
$a
O'Donovan, Peter.
$3
924264
245
1 0
$a
Learning design: Aesthetic models for color, layout, and typography.
300
$a
189 p.
500
$a
Source: Dissertation Abstracts International, Volume: 77-06(E), Section: B.
502
$a
Thesis (Ph.D.)--University of Toronto (Canada), 2015.
520
$a
This thesis presents aestheticmodels for three key components of graphic design: color compatibility, layout creation, and font selection. We develop thesemodels using a variety of techniques, including machine learning and data mining, crowdsourcing, and optimization, and demonstrate their use in practical design applications. We .rst model color compatibility from large datasets, including analysis of existing color theories, a learned model for predicting compatibility, and several applications using this model. We then use a collaborative .ltering approach tomodel color preferences for individual users. Secondly, we present an energy-basedmodel for single-page design layouts derived from design principles, using novel analysis algorithms. We show how this model can be trained using existing layouts, and demonstrate its use on various tasks including style-based synthesis and retargeting. We then extend this model to enable an interactive, suggestion-based layout tool. Finally, wemodel fonts using attributes and similarity data from crowdsourced studies, then use these models to develop exploratory font selection interfaces.
590
$a
School code: 0779.
650
4
$a
Computer science.
$3
523869
650
4
$a
Design.
$3
518875
690
$a
0984
690
$a
0389
710
2
$a
University of Toronto (Canada).
$b
Computer Science.
$3
2096342
773
0
$t
Dissertation Abstracts International
$g
77-06B(E).
790
$a
0779
791
$a
Ph.D.
792
$a
2015
793
$a
English
856
4 0
$u
http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=3744115
based on 0 review(s)
Location:
ALL
電子資源
Year:
Volume Number:
Items
1 records • Pages 1 •
1
Inventory Number
Location Name
Item Class
Material type
Call number
Usage Class
Loan Status
No. of reservations
Opac note
Attachments
W9326911
電子資源
01.外借(書)_YB
電子書
EB
一般使用(Normal)
On shelf
0
1 records • Pages 1 •
1
Multimedia
Reviews
Add a review
and share your thoughts with other readers
Export
pickup library
Processing
...
Change password
Login