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.

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)

Empowering Individualized Fashion by Process Redesign and Intelligent Printing

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

Development of a decoupled GAN system facilitating virtual collaboration on creative knitted design and manufacturing (Prof. Lilly Li is PI)

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

Funded bySports Science and Research Funding Scheme (“SRFS”)

Digitalized Intangible Cultural Heritage Preservation – Application of Computer-aided Pattern Generation and Digital Jacquard Weaving Technology in Reinventing Men’s Cheongsam Design and Development Practice (Dr. Haze Ng is PI)

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

Funded byResearch Institute for Sports Science and Technology (RISports) Seed Project

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

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

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

Personalised Fashion Recommendations based on Heterogeneous Information Mining (GRF Grant PolyU 152112/19E)

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

Somatotype and clothing recognitions from real-world images with limited views (GRF Grant 152161/17E)

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)

Funded byScience and Technology Innovation Commission of Shenzhen Municipality (STIC-SZ深圳市科技创新委员会)

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

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)

Funded byGuangdong Provincial Department of Science and Technology (廣東省科學技術廳)

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)

A cross-feature interaction network for 3D human pose estimation

Peng, J., Zhou, Y., & Mok, P. Y.* (2025). A cross-feature interaction network for 3D human pose estimation. Pattern Recognition Letters.

Efficient and Effective Detection of Repeated Pattern from Fronto-Parallel Images with Unknown Visual Contents

Qu, H., Zhou, Y., Mok, P. Y., Flatz, G., & Li, L. (2025). Efficient and Effective Detection of Repeated Pattern from Fronto-Parallel Images with Unknown Visual Contents. Signals, 6(1), 4.

Content Decoupled and Enhanced GAN for Sketch-guided Flexible Fashion Editing

Sun, Z., Zhou, Y., & Mok, P. Y.* (2025). CoDE-GAN: Content Decoupled and Enhanced GAN for Sketch-guided Flexible Fashion Editing. ACM Transactions on Multimedia Computing, Communications and Applications.

Blockchain-Driven Innovation in Fashion Supply Chain Contractual Party Evaluations As An Emerging Collaboration Model

Qiao, M., Chen, X., Zhou, Y., & Mok, P. Y.* (2025). Blockchain-Driven Innovation in Fashion Supply Chain Contractual Party Evaluations As An Emerging Collaboration Model. Blockchain: Research and Applications, 100266.

Incorporating mobile body measuring technology into online marketplace platforms: a qualitative study from fashion SMEs perspective

Ng, S. Y., & Mok, P. Y.* (2025). Incorporating mobile body measuring technology into online marketplace platforms: a qualitative study from fashion SMEs perspective. The Journal of The Textile Institute, 1-10.

Feature Field Fusion for few-shot novel view synthesis

Li, J., Zhou, Y., Fan, J., Shou, D., Xu, S., & Mok, P. Y.* (2025). Feature Field Fusion for few-shot novel view synthesis. Image and Vision Computing, 42105465.

TiPGAN: High-Quality Tileable Textures Synthesis with Intrinsic Priors for Cloth Digitization Applications

He, Honghong, Sun Zhenwentai, Fan Jintu, & Mok, P. Y.* (2025) TiPGAN: High-Quality Tileable Textures Synthesis with Intrinsic Priors for Cloth Digitization Applications, Computer Aided Design

Computer-aided Colorization State-of-the-science: A Survey.

Cao, Y., Duan, X., Meng, X., Mok, P. Y., Li, P., & Lee, T. Y.* (2025). Computer-aided Colorization State-of-the-science: A Survey. IEEE Transactions on Visualization and Computer Graphics.Computer-aided Colorization State-of-the-science: A Survey.

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

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

Prof. MOK Tracy

Team Leader

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)

Empowering Individualized Fashion by Process Redesign and Intelligent Printing

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

Development of a decoupled GAN system facilitating virtual collaboration on creative knitted design and manufacturing (Prof. Lilly Li is PI)

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

Funded bySports Science and Research Funding Scheme (“SRFS”)

Digitalized Intangible Cultural Heritage Preservation – Application of Computer-aided Pattern Generation and Digital Jacquard Weaving Technology in Reinventing Men’s Cheongsam Design and Development Practice (Dr. Haze Ng is PI)

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

Funded byResearch Institute for Sports Science and Technology (RISports) Seed Project

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

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

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

Personalised Fashion Recommendations based on Heterogeneous Information Mining (GRF Grant PolyU 152112/19E)

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

Somatotype and clothing recognitions from real-world images with limited views (GRF Grant 152161/17E)

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)

Funded byScience and Technology Innovation Commission of Shenzhen Municipality (STIC-SZ深圳市科技创新委员会)

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

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)

Funded byGuangdong Provincial Department of Science and Technology (廣東省科學技術廳)

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)

A cross-feature interaction network for 3D human pose estimation

Peng, J., Zhou, Y., & Mok, P. Y.* (2025). A cross-feature interaction network for 3D human pose estimation. Pattern Recognition Letters.

Efficient and Effective Detection of Repeated Pattern from Fronto-Parallel Images with Unknown Visual Contents

Qu, H., Zhou, Y., Mok, P. Y., Flatz, G., & Li, L. (2025). Efficient and Effective Detection of Repeated Pattern from Fronto-Parallel Images with Unknown Visual Contents. Signals, 6(1), 4.

Content Decoupled and Enhanced GAN for Sketch-guided Flexible Fashion Editing

Sun, Z., Zhou, Y., & Mok, P. Y.* (2025). CoDE-GAN: Content Decoupled and Enhanced GAN for Sketch-guided Flexible Fashion Editing. ACM Transactions on Multimedia Computing, Communications and Applications.

Blockchain-Driven Innovation in Fashion Supply Chain Contractual Party Evaluations As An Emerging Collaboration Model

Qiao, M., Chen, X., Zhou, Y., & Mok, P. Y.* (2025). Blockchain-Driven Innovation in Fashion Supply Chain Contractual Party Evaluations As An Emerging Collaboration Model. Blockchain: Research and Applications, 100266.

Incorporating mobile body measuring technology into online marketplace platforms: a qualitative study from fashion SMEs perspective

Ng, S. Y., & Mok, P. Y.* (2025). Incorporating mobile body measuring technology into online marketplace platforms: a qualitative study from fashion SMEs perspective. The Journal of The Textile Institute, 1-10.

Feature Field Fusion for few-shot novel view synthesis

Li, J., Zhou, Y., Fan, J., Shou, D., Xu, S., & Mok, P. Y.* (2025). Feature Field Fusion for few-shot novel view synthesis. Image and Vision Computing, 42105465.

TiPGAN: High-Quality Tileable Textures Synthesis with Intrinsic Priors for Cloth Digitization Applications

He, Honghong, Sun Zhenwentai, Fan Jintu, & Mok, P. Y.* (2025) TiPGAN: High-Quality Tileable Textures Synthesis with Intrinsic Priors for Cloth Digitization Applications, Computer Aided Design

Computer-aided Colorization State-of-the-science: A Survey.

Cao, Y., Duan, X., Meng, X., Mok, P. Y., Li, P., & Lee, T. Y.* (2025). Computer-aided Colorization State-of-the-science: A Survey. IEEE Transactions on Visualization and Computer Graphics.Computer-aided Colorization State-of-the-science: A Survey.

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

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

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

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

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