MOK Tracy - CAFI Research Group

Prof. MOK Tracy

Team Leader

Tracy is the brain behind all the researches here. She oversees, gives direction and advices to all the researchers. With the vision of bringing digital and technological reformation to the fashion industry, Tracy keeps bringing in inspiring perspectives and turning them into powerful tools and applications for fashion.

Participated projects

Empowering Individualized Fashion by Process Redesign and Intelligent Printing

Investigation of Body Surface Variation in Different Joint Movements/Sports and the Application in Sportwear Design

基于关联规则挖掘和深度学习的个性化服装推荐研究 (2017年深圳市基础研究自由探索)

基于互联网的西服定制智能平台之关键技术研究 (2015年广东省公益研究与能力建设专项)

Development of Thermoregulatory Windsurfing Sportswear and Fencing Undergarments (Prof. Jin-tu Fan in PI)

Image-based Precise 3D Human Model Customisation on Smart Phones for Fashion Applications (ITS/289/13, PolyU K-ZP4L)

High Performance Hong Kong Bespoke Men’s Suiting for an Updated Urban professional Application (ITP/047/13TP, PolyU K-ZR1N)

Development of Viable Solutions for Clothing Size and Fit Recommendations on Mobile Platforms Using Human Model customisation Technology (ITS/253/15, PolyU K-ZPAS)

Intelligent Sizing and Somatotype Analysis Platforms for Uniform Production (ITP/090/17TI, PolyU K-ZRAN)

Trial: High Performance Hong Kong Bespoke Men’s Suiting for an Updated Urban Professional Application and Image-based Precise 3D Human Model Customisation on Smart Phones for Fashion Applications

Using Augmented Reality (AR) to understand users’ design and fitting preferences (AIDLab RP 1-1)

Decentralized Intelligent Platform for Made-to-measure Mass Customization (ITP/028/21TP, PolyU K-ZR2P)

Agile Omnichannel Business Platform for School Uniform Ordering and Manufacturing (PRP/008/22TI, PolyU K-ZRAW)

Multimode Anti-Heating Green Uniforms for Construction Workers in Hong Kong – A complete ESG development and management proposal

Intelligent Packing Model for Apparel Pattern Planning (Dr. Calvin Wong is PI)

Development of a Knowledge Discovery Model based on the Smart Dressing Mirror and Smart Fitting Room System to Optimize the Retail Customer Service in the Fashion Supply Chain

Development of Textile and Fashion Supply Chain Models for Evaluating the Leanness and Agility of Sourcing Apparel Products Using Simulation and Optimization Techniques (Dr. Sunney Leung is PI)

Evolutionary Computer-aided Design for Garment Pattern Making (GRF Grant 5254/08E)

Development of an Integrated Garment Pattern Generation System for Fit Optimisation (GRF Grant 5269/09E)

Precise geometric modelling of digital humans in diverse shapes and poses from images (GRF Grant 5218/13E)

Participated publications

A Parameter Free Approach for Clustering Analysis

Intelligent product cross-selling system in fashion retailing using radio frequency identification (RFID) technology, fuzzy logic and rule-based expert system

Optimizing fabric spreading and cutting schedules in apparel production using genetic algorithms and fuzzy set theory

Analysis of lower limb measurements in running progress for high-performance slacks design

Optimizing apparel production systems using genetic algorithms

Intelligent apparel product cross-selling using radio frequency identification (RFID) technology for fashion retailing

Fashion design using evolutionary algorithms and fuzzy set theory – a case to realize skirt design customizations

Precise shape estimation of dressed subjects from two-view image sets

Investigation on Human Body Movements and the Resulting Body Measurement Variations

A Review of Blockchain Technology for Sustainable Fashion

Hypergraph-Enhanced Contrastively Regularized Transformer for Multi-Behavior E-commerce Product Recommendation

Zero-shot sketch based image retrieval via modality capacity guidance

KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose Estimation

SCNeRF: Feature-Guided Neural Radiance Field from Sparse Inputs

Modeling Multi-Relational Connectivity for Personalized Fashion Matching

SGDiff: A Style Guided Diffusion Model for Fashion Synthesis

Attention-aware anime line drawing colorization

DETR-based Layered Clothing Segmentation and Fine-Grained Attribute Recognition

Recommendation of Mix-and-Match Clothing by Modeling Indirect Personal Compatibility

Modeling Field-Level Factor Interactions for Fashion Recommendation

Keep calm and wait for it.

Development of a Genetic Optimisation Approach for Balancing an Apparel Assembly Line

Optimization of Manual Fabric-Cutting Process in Apparel Manufacturing Using Genetic Algorithms

Genetic Optimisation of JIT Operation Schedules for Fabric-Cutting Process in Apparel Manufacture

Evolutionary Optimisation of Hedging Points for Unreliable Manufacturing Systems

Determination of fault-tolerant fabric-cutting schedules in a just-in-time apparel manufacturing environment

Optimisation of fault-tolerant fabric-cutting schedules using genetic algorithms and fuzzy set theory

Multiple-objective Genetic Optimization of the Spatial Design for Packing and Distribution Carton Boxes

Solving the two-dimensional irregular objects allocation problems by using a two-stage packing approach

A fashion mix-and-match expert system for fashion retailers using fuzzy screening approach

An Exploratory Comparative Study on Eco-Impact of Paper and Plastic Bags

A Decision Support System for the Production Control of a Semiconductor Packaging Assembly Line

Intelligent Mannequin Reconstruction Based on Piecewise B-spline Curve and Triangle Meshes

Garment Patterns Generating Based on 3-D Body Scanning

Effects of Waist and Lower Limb Movements on Clothing Ease Design

Interactive Virtual Try-on Clothing Design Systems

Eco-Impact of Shopping Bags: Consumer Attitude and Governmental Policies

Automatic Block Pattern Generation From 3D Unstructured Point Cloud

Body Measurements in Dynamic Postures and Application

Carbon footprint of shopping (grocery) bags in China, Hong Kong and India

Genetic Synthesis of Production-Control Systems for Unreliable Manufacturing Systems with Variable Demands

Recycling/Upcycling Graphic Design - Automatic Design Elements Extraction and Vectorization

Colour, layout, and fashion: generating aesthetically pleasing vector patterns for fashion design

Use of facial features and related technologies in the fashion industry: A survey

Face Texture Generation and Completion by Multiple Controls Using Diffusion Models

A Novel Model of Automatic Size Recommendation

Automatic custom pattern generation using the developed and optimized grading method

Participated Publications

A Parameter Free Approach for Clustering Analysis

Intelligent product cross-selling system in fashion retailing using radio frequency identification (RFID) technology, fuzzy logic and rule-based expert system

Optimizing fabric spreading and cutting schedules in apparel production using genetic algorithms and fuzzy set theory

Analysis of lower limb measurements in running progress for high-performance slacks design

Optimizing apparel production systems using genetic algorithms

Intelligent apparel product cross-selling using radio frequency identification (RFID) technology for fashion retailing

Fashion design using evolutionary algorithms and fuzzy set theory – a case to realize skirt design customizations

Precise shape estimation of dressed subjects from two-view image sets

Investigation on Human Body Movements and the Resulting Body Measurement Variations

A Review of Blockchain Technology for Sustainable Fashion

Hypergraph-Enhanced Contrastively Regularized Transformer for Multi-Behavior E-commerce Product Recommendation

Zero-shot sketch based image retrieval via modality capacity guidance

KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose Estimation

SCNeRF: Feature-Guided Neural Radiance Field from Sparse Inputs

Modeling Multi-Relational Connectivity for Personalized Fashion Matching

SGDiff: A Style Guided Diffusion Model for Fashion Synthesis

Attention-aware anime line drawing colorization

DETR-based Layered Clothing Segmentation and Fine-Grained Attribute Recognition

Recommendation of Mix-and-Match Clothing by Modeling Indirect Personal Compatibility

Modeling Field-Level Factor Interactions for Fashion Recommendation

Keep calm and wait for it.

Development of a Genetic Optimisation Approach for Balancing an Apparel Assembly Line

Optimization of Manual Fabric-Cutting Process in Apparel Manufacturing Using Genetic Algorithms

Genetic Optimisation of JIT Operation Schedules for Fabric-Cutting Process in Apparel Manufacture

Evolutionary Optimisation of Hedging Points for Unreliable Manufacturing Systems

Determination of fault-tolerant fabric-cutting schedules in a just-in-time apparel manufacturing environment

Optimisation of fault-tolerant fabric-cutting schedules using genetic algorithms and fuzzy set theory

Multiple-objective Genetic Optimization of the Spatial Design for Packing and Distribution Carton Boxes

Solving the two-dimensional irregular objects allocation problems by using a two-stage packing approach

A fashion mix-and-match expert system for fashion retailers using fuzzy screening approach

An Exploratory Comparative Study on Eco-Impact of Paper and Plastic Bags

A Decision Support System for the Production Control of a Semiconductor Packaging Assembly Line

Intelligent Mannequin Reconstruction Based on Piecewise B-spline Curve and Triangle Meshes

Garment Patterns Generating Based on 3-D Body Scanning

Effects of Waist and Lower Limb Movements on Clothing Ease Design

Interactive Virtual Try-on Clothing Design Systems

Eco-Impact of Shopping Bags: Consumer Attitude and Governmental Policies

Automatic Block Pattern Generation From 3D Unstructured Point Cloud

Body Measurements in Dynamic Postures and Application

Carbon footprint of shopping (grocery) bags in China, Hong Kong and India

Genetic Synthesis of Production-Control Systems for Unreliable Manufacturing Systems with Variable Demands

Recycling/Upcycling Graphic Design - Automatic Design Elements Extraction and Vectorization

Colour, layout, and fashion: generating aesthetically pleasing vector patterns for fashion design

Use of facial features and related technologies in the fashion industry: A survey

Face Texture Generation and Completion by Multiple Controls Using Diffusion Models

A Novel Model of Automatic Size Recommendation

Automatic custom pattern generation using the developed and optimized grading method