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基于知识系统和人工智能技术的个性化特体人群服装设计支持系统

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

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