Volume 22, S1: Applications of Deep Learning in Creative Design
3D Effect Image Solution of Landscape Design Model Based on Generative Adversarial Networks
Ruifen Wen and Xiaocui Li | 1-15 | doi: 10.14733/cadaps.2025.S1.1-15 | PDF (851K)
Architectural Style Classification Based on Deep Learning
Huiyu Li and Hailong Dong | 16-31 | doi: 10.14733/cadaps.2025.S1.16-31 | PDF (1206K)
Ceramic Automatic Design and Optimization Based on Deep Learning Technology
Qingqing Tang | 32-45 | doi: 10.14733/cadaps.2025.S1.32-45 | PDF (563K)
Automatic Generation and Design of 3D Animation Based on Deep Learning Technology
Xue Lu and Bo Liu | 46-59 | doi: 10.14733/cadaps.2025.S1.46-59 | PDF (627K)
CAD Ceramic Texture Synthesis Method Based on Convolutional Neural Networks
Yunyun Qiao and Kun Zhang | 60-73 | doi: 10.14733/cadaps.2025.S1.60-73 | PDF (574K)
Combining CAD and Deep Learning Models for Style Recognition and Transformation of Arts and Crafts
Chenhan Huang | 74-89 | doi: 10.14733/cadaps.2025.S1.74-89 | PDF (1094K)
Computer-Aided Architectural Image Recognition and Optimization Based on Deep Convolution Neural Network
Haohao Guo, Yang Lin, Qing Yang, Minhui Sun and Peng Wang | 90-103 | doi: 10.14733/cadaps.2025.S1.90-103 | PDF (550K)
Dynamic Visual Effect Optimization of New Media Art Under the Integration of Visual Perception and Deep Learning
Qiaqia Wang and Xiheng Yue | 104-117 | doi: 10.14733/cadaps.2025.S1.104-117 | PDF (545K)
Exploration of Feature Detection and Fusion for Cultural and Creative Product Based on Deep Learning
Mingxing Zhang and Huiying Gao | 118-132 | doi: 10.14733/cadaps.2025.S1.118-132 | PDF (1175K)
Fusion Application of Computer Vision and Image Transmission in Digital Image Art Design
Dawei Zhang and Danling Wang | 133-148 | doi: 10.14733/cadaps.2025.S1.133-148 | PDF (780K)
Generation Method of Visual Communication Design Elements Based on Recurrent Neural Network
Shuaisen He and Juan Lu | 149-163 | doi: 10.14733/cadaps.2025.S1.149-163 | PDF (896K)
Innovative Application and Effect Evaluation of CAD and Deep Learning in Brand Packaging Design
Min Zhang | 164-177 | doi: 10.14733/cadaps.2025.S1.164-177 | PDF (632K)
Intelligent Analysis and Optimization of Computer Aided Furniture Design by Deep Learning
Yun Wang and Feng Chen | 178-190 | doi: 10.14733/cadaps.2025.S1.178-190 | PDF (605K)
Intelligent Layout of New Chinese Style Interior Space Combining Deep Learning Technology
Huiying Gao and Mingxing Zhang | 191-207 | doi: 10.14733/cadaps.2025.S1.191-207 | PDF (732K)
Intelligent Urban Landscape Design Based on Deep Learning
Meng Zhou and Ying Dong | 208-222 | doi: 10.14733/cadaps.2025.S1.208-222 | PDF (831K)
Optimization of CAD Application in Tourism Landscape Planning with Deep Learning
Hongshan Zhang, Yi Zhang and Ke Chen | 223-236 | doi: 10.14733/cadaps.2025.S1.223-236 | PDF (707K)
Optimization of Clothing Pattern Design Combining Deep Learning and CAD
Lei Chen and Zhenghao Tong | 237-252 | doi: 10.14733/cadaps.2025.S1.237-252 | PDF (971K)
Optimization of Visual Communication Design Scheme by Combining Computer-Aided Design and Deep Learning
Yanpeng Chen and Dahua Meng | 253-267 | doi: 10.14733/cadaps.2025.S1.253-267 | PDF (829K)
Style Classification and Generation of Furniture Design Styles: A Method Based on Generative Adversarial Networks
Yue Guo, Yiqiao Yu and Guorong Wu | 268-282 | doi: 10.14733/cadaps.2025.S1.268-282 | PDF (875K)
Synthesis and Optimization of Instrumental Tone Quality Using Deep Learning
Jinxing Mu and Jie Tian | 283-296 | doi: 10.14733/cadaps.2025.S1.283-296 | PDF (466K)
Teaching Quality Evaluation Model Based on CNN-Framework with Entropy Weight Method
Ying Mao, Fenghong Wang, Yong Zhang and Qi Chen | 297-312 | doi: 10.14733/cadaps.2025.S1.297-312 | PDF (5730K)
The Application of Graph Neural Network and Computer-Aided Design in the Optimization of Architectural Spatial Layout
Guimin Ma and Jialin Hou | 313-325 | doi: 10.14733/cadaps.2025.S1.313-325 | PDF (526K)
Traditional Chinese Clothing Style Recognition and Design Based on Deep Learning
Yilin Fan and Meixin Li | 326-341 | doi: 10.14733/cadaps.2025.S1.326-341 | PDF (730K)