Résumé | 第3-4页 |
Abstract | 第4页 |
Rezumat | 第5-6页 |
摘要 | 第6-15页 |
List of Abbreviation | 第15-17页 |
General Introduction | 第17-20页 |
Chapter 1 State of the Arts: Problems and Garment Design Solutions for PWAM | 第20-48页 |
1.1 Fashion Related Issues Faced by PWAM | 第20-32页 |
1.1.1 Atypical Morphology and Fashion | 第20-23页 |
1.1.2 Analysis of Fashion Requirements of PWAM | 第23-32页 |
1.2 Garment Design Solution for PWAM: Fashion Design for Improvement | 第32-37页 |
1.2.1 Fashion Design for Improvement | 第33-34页 |
1.2.2 Strategies of Fashion Design for Improvement | 第34-36页 |
1.2.3 Garment Fashion Design Rules for the Improvement PWAM | 第36-37页 |
1.3 Garment Fit Solution for PWAM: Virtual Garment Prototype | 第37-43页 |
1.3.1 Traditional Garment Prototyping | 第37-40页 |
1.3.2 Virtual Garment Prototype: Virtual 3D-to-2D Method | 第40-42页 |
1.3.3 The proposed Virtual 3D-to-2D Garment Prototyping Platform (VGPP) | 第42-43页 |
1.4 General Notions of Recommendation Systems | 第43-45页 |
1.4.1 Existing Recommendation Systems and Their Application in Clothing Industry | 第44-45页 |
1.4.2 Personalized Fashion Recommendation System and Fashion Big Data | 第45页 |
1.5 Foundation of a Personalized Garment Design Support System (PGDSS) for PWAM | 第45-47页 |
1.6 Conclusion | 第47-48页 |
Chapter 2 General Framework and Working Process of the Proposed Personalized Garment Design Support System (PGDSS) | 第48-85页 |
2.1 General Framework of the Proposed System and Related Principles | 第48-53页 |
2.1.1 General Framework and Working Process of the Proposed Personalized Garment Design Support System (PGDSS) | 第48-50页 |
2.1.2 Knowledge Integration and Collaborative Design | 第50-53页 |
2.2 Personalized Fashion Recommendation System (PFRS) | 第53-83页 |
2.2.1 Color Recommendation System (CRS) | 第53-62页 |
2.2.2 Fabric Selection System (FSS) | 第62-71页 |
2.2.3 Garment Style Recommendation Subsystem (GSRS) | 第71-83页 |
2.3 Conclusion | 第83-85页 |
Chapter 3 Fashion Knowledge and Data Acquisition, Modeling, Analysis and Visualization: Basic Concepts and Tools | 第85-110页 |
3.1 Knowledge and its features | 第86-87页 |
3.1.1 Classification of Knowledge | 第86页 |
3.1.2 Knowledge Acquisition | 第86-87页 |
3.2 Fashion Knowledge and its Formalization | 第87-90页 |
3.2.1 Creation and Transmission of Fashion Knowledge | 第87页 |
3.2.2 Features of Fashion Knowledge | 第87-88页 |
3.2.3 Structure of Fashion Knowledge in Personalized Fashion Design | 第88-90页 |
3.3 Fashion Data Acquisition by Using Sensory Evaluation | 第90-95页 |
3.3.1 Fashion Knowledge Acquisition Using Sensory Evaluation | 第91-92页 |
3.3.2 Basic Concept of Sensory Evaluation | 第92-95页 |
3.4 Mathematic Modeling Tools for Fashion Knowledge Representation | 第95-107页 |
3.4.1 Fuzzy Theory and Related Technique | 第95-102页 |
3.4.2 AHP | 第102-103页 |
3.4.3 TOPSIS | 第103-106页 |
3.4.4 Case-Based Reasoning | 第106-107页 |
3.5 Fashion CAD Tools for Fashion Knowledge Visualization and Product Design | 第107-108页 |
3.6 Conclusion | 第108-110页 |
Chapter 4 Personalized Fashion Recommendation System (PFRS) | 第110-164页 |
4.1 PFRS-Color Recommendation Subsystem (CRS) | 第110-119页 |
4.1.1 Data acquisition, quantification and processing | 第110-113页 |
4.1.2 Experiments | 第113-116页 |
4.1.3 Validation of the proposed recommendation system | 第116-119页 |
4.2 PFRS-Fabric Selection System (FSS) | 第119-131页 |
4.2.1 Subjects | 第120-121页 |
4.2.2 Experiment I: Determination of evaluation criteria and their characters | 第121-124页 |
4.2.3 Experiment II: Weight determination and Fuzzy AHP computing | 第124-127页 |
4.2.4 Experiment III: Fabric assessment and TOPSIS analysis | 第127-128页 |
4.2.5 Experiment IV: Integration of a new requirement and updating the proposed recommendation system | 第128-130页 |
4.2.6 Validation of the proposed recommendation system | 第130-131页 |
4.3 PFRS-Garment Style Recommendation System (GSRS) | 第131-156页 |
4.3.1 Establishment of the Garment Design Space Module (GDSM) | 第132-139页 |
4.3.2 Extraction of recommendation rules | 第139-149页 |
4.3.3 Establishment of the proposed recommendation modules | 第149-152页 |
4.3.4 Validation of the proposed recommendation system | 第152-156页 |
4.4 System evaluation | 第156-164页 |
4.4.1 Evaluation methods | 第156-157页 |
4.4.2 Evaluation results | 第157-164页 |
4.5 Conclusion | 第164页 |
Chapter 5 Virtual 3D-to-2D Garment Prototyping Platform (VGPP) | 第164-194页 |
5.1 Digitalized human body modeling | 第165-167页 |
5.1.1 3D Human Body Scanning for Human Body Modeling | 第165-166页 |
5.1.2 Digitalized Human Body Modelling from 3D Human Body Scanning | 第166-167页 |
5.2 Virtual Garment Prototyping on 3D Human Body Model | 第167-170页 |
5.2.1 Establishing reference planes | 第167-168页 |
5.2.2 Feature alignment and ease distribution | 第168-170页 |
5.3 2D Garment Block Patterns Development | 第170-171页 |
5.3.1 Development of 3D Garment Block Surface | 第170页 |
5.3.2 2D Garment Block Pattern Flattening | 第170-171页 |
5.4 Case study: Development of Personalized Garment Blocks for Physically Disabled People with Scoliosis (PDPS) | 第171-184页 |
5.4.1 Morphology of PDPS and Their Fashion Issues | 第172-173页 |
5.4.2 KES Test and Modelling of Fabric (Experiment I) | 第173-174页 |
5.4.3 Virtual Prototyping for Personalized Garment Block (Experiment II) | 第174-176页 |
5.4.4 Design Evaluation of the Personzlied Garment Block (Experiment III) | 第176-181页 |
5.4.5 Real Personalized Garment Block Development for Virtual Design Validation(Experiment IV) | 第181-184页 |
5.5 From Personalized Garment Block to Manufacturing System | 第184-192页 |
5.5.1 Production pattern design and 3D virtual try-on (Experiment I) | 第184-186页 |
5.5.2 Evaluation and adjustment of the 3D try-on perception (Experiment II) | 第186-191页 |
5.5.3 Design Validation | 第191-192页 |
5.6 Conclusion | 第192-194页 |
Chapter 6 General Conclusion and Prospect | 第194-198页 |
REFERENCE | 第198-206页 |
ACKNOWLEDGEMENT | 第206-208页 |
APPENDIX 1: Consumer behavior and lifestyle analysis on fashion of PWAM | 第208-212页 |
APPENDIX 2: Algorithm of the RBRM (Rule-Based Recommendation Module) | 第212-225页 |
APPENDIX 3: Published Journal Papers | 第225-227页 |
APPENDIX 4: Published Conference Papers | 第227-228页 |
APPENDIX 5: Academic Awards | 第228-229页 |