Automatic Object Removal With Obstructed Façades Completion Using Semantic Segmentation and Generative Adversarial Inpainting. - Jiaxin Zhang 018; Tomohiro Fukuda; Nobuyoshi Yabuki (IEEE Access, 2021)

Development of a City-Scale Approach for Façade Color Measurement with Building Functional Classification Using Deep Learning and Street View Images. - Jiaxin Zhang 018; Tomohiro Fukuda; Nobuyoshi Yabuki (ISPRS Int. J. Geo Inf., 2021)

Exploring the Impact of Built Environment Attributes on Social Followings Using Social Media Data and Deep Learning. - Yiwen Tang; Jiaxin Zhang 018; Runjiao Liu; Yunqin Li (ISPRS Int. J. Geo Inf., 2022)

Automatic generation of synthetic datasets from a city digital twin for use in the instance segmentation of building facades. - Jiaxin Zhang 018; Tomohiro Fukuda; Nobuyoshi Yabuki (J. Comput. Des. Eng., 2022)

Advancing Urban Renewal: An Automated Approach to Generating Historical Arcade Facades with Stable Diffusion Models. - Zheyuan Kuang; Jiaxin Zhang 018; Yiying Huang; Yunqin Li (CoRR, 2023)

Automatic Estimation for Visual Quality Changes of Street Space via Street-View Images and Multimodal Large Language Models. - Hao Liang; Jiaxin Zhang 018; Yunqin Li; Bowen Wang 002; Jingyong Huang (IEEE Access, 2024)

Leveraging Diffusion Modeling for Remote Sensing Change Detection in Built-Up Urban Areas. - Ran Wan; Jiaxin Zhang 018; Yiying Huang; Yunqin Li; Boya Hu; Bowen Wang 002 (IEEE Access, 2024)

Improving facade parsing with vision transformers and line integration. - Bowen Wang 002; Jiaxin Zhang 018; Ran Zhang; Yunqin Li; Liangzhi Li 001; Yuta Nakashima (Adv. Eng. Informatics, 2024)

Knowledge-Driven and Diffusion Model-Based Methods for Generating Historical Building Facades: A Case Study of Traditional Minnan Residences in China. - Sirui Xu 004; Jiaxin Zhang 018; Yunqin Li (Inf., 2024)

Development of a Method for Commercial Style Transfer of Historical Architectural Facades Based on Stable Diffusion Models. - Jiaxin Zhang 018; Yiying Huang; Zhixin Li; Yunqin Li; Zhilin Yu; Mingfei Li (J. Imaging, 2024)