A data-driven approach to predicting and interpreting brand styles
Published by
Multimedia Tools and Applications
Summary
journal-article
Chih-Ping Chen
About
Dr. Chen is a project assistant professor of Product Design Department at Ming Chuan University. His research interests include applied machine learning and deep learning in product design research, such as automotive styling, smart medical devices, and human interface devices. His research also focuses on using digital human models(DHMs), computer aided design/manufacture (CAD/CAM ) simulation, and robotics technology(such as SLAM) in design education. Dr. Chen graduated from Taipei University of Technology with master's and doctoral degrees. His expertise includes data-driven product design, medical device development, product mechanical design, and human factors. His background in a traditional design-related program provided him with a solid foundation in design, such as perspective sketching, engineering ability, and CAD. Additionally, Dr. Chen has over 25 years of experience in product research and design. He worked as an R&D design engineer at a human interface devices company early in his career. Later, he joined a technology company, which primarily involved in product development in two major fields: graphics cards and smart medical products. The graphics card (GPUs) is an essential hardware behind the AI revolution and the work experience guide him from traditional product design to data-driven product design.
Work
Ming Chuan University
|Project Assistant Professor
Taiwan (Province of China)
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Ming Chuan University
|Part-time Faculty
Taiwan (Province of China)
→
Publications
Utilization of Digital Human Model in Design Education: A Design Students’ Learning Survey and Case Study
Summary
book-chapter
Identifying Brand Consistency by Product Differentiation Using CNN
Published by
Computer Modeling in Engineering & Sciences
Summary
journal-article
Applying Simultaneous Localization and Mapping (SLAM), Simulation, and Surveys to Planning Wheelchair-Accessible Homes
Published by
International Journal for Housing Science and Its Applications
Summary
journal-article
Evaluate the Brand Style of Automated Design Product by Machine Learning
Published by
2023 IEEE 5th Eurasia Conference on IOT, Communication and Engineering (ECICE)
Summary
conference-paper
數據驅動產品設計：應用機器學習分類、 歸納與預測風格
Published by
國立台北科技大學，博士論文
Summary
other
Applying t-SNE to Estimate Image Sharpness of Low-cost Nailfold Capillaroscopy
Published by
Intelligent Automation & Soft Computing
Summary
journal-article
Applying t-SNE to Estimate Image Sharpness of Low-cost Nailfold Capillaroscopy
Published by
Intelligent Automation and Soft Computing (Autosoft Journal)
Summary
journal-article
Using t-SNE to Evaluate the Brand Style of New Mice Design
Published by
2022 IEEE International Conference on Consumer Electronics - Taiwan
Summary
conference-paper
Is Wearable Input Devices Better for 3D Modeling on Tablet? A Case study
Published by
2021 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW)
Summary
conference-paper
Comparison of Chi-Square Test and Representative Decision Tree in Features that Influence Vehicle Style
Published by
International Journal of Machine Learning and Computing
Summary
journal-article
可吸式杯子
Summary
patent
Design, Integration, and Verification of a Low-Cost Nailfold Capillaroscopy
Published by
2021 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW)
Summary
conference-paper
Rule Induction of Automotive Historic Styles Using Decision Tree Classifier
Published by
Advances in Computational Collective Intelligence
Summary
book-chapter
A Case Study on Evolution of Car Styling and Brand Consistency Using Deep Learning
Published by
Symmetry
Summary
journal-article
A Case Study on Evolution of Car Styling and Brand Consistency Using Deep Learning
Published by
Symmetry
Summary
journal-article
A Case Study on Evolution of Car Styling and Brand Consistency Using Deep Learning
Published by
Symmetry
Summary
journal-article
A case study on evolution of car styling and brand consistency using deep learning
Published by
Symmetry
Summary
journal-article
Rule Induction of Automotive Historic Styles Using Decision Tree Classifier
Published by
Communications in Computer and Information Science
Summary
book
生理訊號偵測裝置
Summary
patent
手持式刮刀
Summary
patent
具高強度發射訊號之主動式觸控筆及其筆尖組件
Summary
patent
主動式觸控筆及其筆頭組件
Summary
patent
具有壓力感測器保護結構之筆頭組件
Summary
patent
雙感應筆型輸入裝置
Summary
patent
There is active pointer and nib assembly thereof that high strength transmits
Summary
patent
主動式觸控筆及其筆頭結構
Summary
patent
可多角度操作的筆型輸入裝置
Summary
patent
Pen point assembly with pressure sensor protection structure
Summary
patent
具有觸控筆頭的筆型輸入裝置
Summary
patent
Active touch pen and pen point assembly thereof
Summary
patent
Active touch pen and nib structure thereof
Summary
patent
筆型輸入裝置
Summary
patent
筆型感應輸入裝置結構
Summary
patent
電腦周邊裝置及其卡掣裝置
Summary
patent
Dual inductive pen-type input device
Summary
patent
Pen-type input device with micro touch induction switch
Summary
patent
Pen type input device with touch pen head
Summary
patent
Pen type input device
Summary
patent
Pen type input device capable of being operated at multiple angles
Summary
patent
Pen type sensing input device structure
Summary
patent
Computer peripheral device and clip device thereof
Summary
patent
風格與規則－建立一個汽車造形的分類系統
Published by
設計學報
Summary
journal-article
電腦周邊裝置之按鍵結構
Summary
patent
Keying structure for computer peripheral device
Summary
patent
無線輸入設備結構
Summary
patent
具有滾輪單位的數位影像裝置
Summary
patent
Digital image apparatus with a roller unit
Summary
patent
Wireless inputter
Summary
patent
STYRULE-A Classification System of Car Styling
Published by
Journal of Design
Summary
journal-article
風格與規則－建立一個汽車造形的風格分類系統
Published by
國立台北科技大學，碩士論文
Summary
other
行李箱角輪(十四)之聯合(一)
Summary
patent
行李箱角輪(十四)
Summary
patent