Artificial Intelligence on Fashion and Textiles pdf Edited by Wai Keung Wong

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Artificial Intelligence on Fashion and Textiles: Proceedings of the Artificial Intelligence on Fashion and Textiles (AIFT) Conference 2018, Hong Kong, July 3–6, 2018
Edited by Wai Keung Wong
Artificial Intelligence on Fashion and Textiles

Contents
A Clothing Recommendation System Based on Expert Knowledge . . . . 1
Tao Yang, Jiao Feng, Jie Chen, Chunyan Dong, Youqun Shi and Ran Tao
Coordinated Optimization of Production and Delivery Operations in
Apparel Supply Chains Using a Hybrid Intelligent Algorithm . . . . . . . . 9
Zhaoxia Guo, Jingjie Chen, Guangxin Ou and Haitao Liu
Intelligent Cashmere/Wool Classification with Convolutional Neural
Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 17
Fei Wang, Xiangyu Jin and Wei Luo
Yarn Quality Prediction for Spinning Production Using the Improved
Apriori Algorithms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 27
Xianhui Zeng and Pengcheng Xing
Everybody Immersive Fashion_Human–Computer
Interaction in VR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 37
Kate Kennedy
Fabric Defect Detection Based on Faster RCNN . . . . . . . . . . . . . . . . . . 45
Bing Wei, Kuangrong Hao, Xue-song Tang and Lihong Ren
Woven Light: An Investigation of Woven Photonic Textiles . . . . . . . . . 53
Lan Ge, Jeanne Tan, Richard Sorger and Ziqian Bai
A Piezoelectric Energy Harvester for Wearable Applications . . . . . . . . . 61
Wenying Cao, Weidong Yu and Wei Huang
Surrogate-Based Modeling and Optimization of the Bleach Washing
for Denim Fabrics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 69
Wenbo Ke, Jie Xu, Ming Yang and Changhai Yi
Costume Expert Recommendation System Based on Physical
Features . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 77
Aihua Dong, Qin Li, Qingqing Mao and Yuxuan Tang
Cognitive Characteristics Based Autonomous Development of
Clothing Style . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 87
Jiyun Li and Xiaodong Zhong
Fabric Identification Using Convolutional Neural Network . . . . . . . . . . 93
Xin Wang, Ge Wu and Yueqi Zhong
Discrete Hashing Based Supervised Matrix Factorization
for Cross-Modal Retrieval . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 101
Baodong Tang, Xiaozhao Fang, Shaohua Teng, Wei Zhang
and Peipei Kang
Sparse Discriminant Principle Component Analysis . . . . . . . . . . . . . . . . 111
Zhihui Lai, Mangqi Chen, Dongmei Mo, Xingxing Zou and Heng Kong
New Product Design with Popular Fashion Style Discovery Using
Machine Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 121
Jiating Zhu, Yu Yang, Jiannong Cao and Esther Chak Fung Mei
Challenges in Knitted E-textiles . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 129
Amy Chen, Jeanne Tan, Xiaoming Tao, Philip Henry and Ziqian Bai
The CF+TF-IDF TV-Program Recommendation . . . . . . . . . . . . . . . . . . 137
Li Yan, Cui Jinrong, Xin Liu, Yu JiaHao and He Mingkai
Minimize the Cost Function in Multiple Objective Optimization by
Using NSGA-II . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 145
Hayder H. Safi, Tareq Abed Mohammed and Zena Fawzi Al-Qubbanchi
Two-Layer Mixture Network Ensemble for Apparel Attributes
Classification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 153
Tianqi Han, Zhihui Fu and Hongyu Li
3D Digital Modeling and Design of Custom-Fit Functional
Compression Garment . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 161
Rong Liu and Bo Xu
Fine-Grained Apparel Image Recognition Based on Deep Learning . . . 171
Jia He, Xi Jia, Junli Li, Shiqi Yu and Linlin Shen
Learning a Discriminative Projection and Representation for Image
Classification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 179
Zuofeng Zhong, Jiajun Wen, Can Gao and Jie Zhou
Fashion Outfit Style Retrieval Based on Hashing Method . . . . . . . . . . . 187
Yujuan Ding and Wai Keung Wong
Supervised Locality Preserving Hashing. . . . . . . . . . . . . . . . . . . . . . . . . 197
Xiao Zhou, Zhihui Lai and Yudong Chen
Co-designing Interactive Textile for Multisensory Environments . . . . . . 205
H. Y. Kim, J. Tan and A. Toomey
Parametric Stitching: Co-designing with Machines . . . . . . . . . . . . . . . . 213
Jenny Underwood
Live: Scape BLOOM: Connecting Smart Fashion
to the IoT Ecology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 221
Caroline McMillan
Traps in Multisource Heterogeneous Big Data Processing . . . . . . . . . . . 229
Yan Liu
Convolutional Neural Networks for Finance Image Classification . . . . . 237
Xingjie Zhu, Yan Liu, Xingwang Liu and Chi Li
Rough Possibilistic Clustering for Fabric Image Segmentation . . . . . . . 247
Jie Zhou, Can Gao and Jia Yin
Fashion Meets AI Technology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 255
Xingxing Zou, Wai Keung Wong and Dongmei Mo
Fashion Style Recognition with Graph-Based Deep Convolutional
Neural Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 269
Cheng Zhang, Xiaodong Yue, Wei Liu and Can Gao
Fabric Defect Detection with Cartoon–Texture Decomposition . . . . . . . 277
Ying Lv, Xiaodong Yue, Qiang Chen and Meiqian Wang
Fabric Texture Removal with Deep Convolutional Neural Networks . . . 285
Li Hou, Xiaodong Yue, Xiao Xiao and Wei Xu
Optimal Gabor Filtering for the Inspection of Striped Fabric . . . . . . . . 291
Le Tong, Xiaoping Zhou, Jiajun Wen and Can Gao
Robust Feature Extraction for Material Image Retrieval in Fashion
Accessory Management . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 299
Yuyang Meng, Dongmei Mo, Xiaotang Guo, Yan Cui, Jiajun Wen
and Wai Keung Wong
Woven Fabric Defect Detection Based on Convolutional Neural
Network for Binary Classification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 307
Can Gao, Jie Zhou, Wai Keung Wong and Tianyu Gao
Complex Textile Products and Reducing Consumer Waste . . . . . . . . . . 315
Colin Gale
A Fast Parallel and Multi-population Framework with
Single-Objective Guide for Many-Objective Optimization . . . . . . . . . . . 321
Haitao Liu, Weiwei Le and Zhaoxia Guo
Multiple Criteria Group Decision-Making Based on Hesitant Fuzzy
Linguistic Consensus Model for Fashion Sales Forecasting . . . . . . . . . . 329
Ming Tang and Huchang Liao
Probabilistic Linguistic Linear Least Absolute Regression
for Fashion Trend Forecasting . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 337
Lisheng Jiang, Huchang Liao and Zhi Li
Author Index. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 347

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