5 papers
LBTCap: A Lightweight Bilateral Transformer for Real-Time Remote Sensing Image Change Captioning
Licheng Zhang, Siew-Kei Lam, Naveed Akhtar
Remote sensing image change captioning (RSICC) generates natural-language descriptions of semantic changes between paired remote sensing images (RSIs), supporting applications such…
Beyond Pixel Diffs: Benchmarking Image Change Captioning for Web UI Visual Regression Testing
Licheng Zhang, Bach Le, Pengtao Zhao +1
Visual regression testing (VRT) is a standard quality assurance step in modern software release pipelines. On every change, it re-renders user interface (UI) screenshots, compares…
Large Language Models for Computer-Aided Design: A Survey
Licheng Zhang, Bach Le, Naveed Akhtar +2
Large Language Models (LLMs) have seen rapid advancements in recent years, with models like ChatGPT and DeepSeek, showcasing their remarkable capabilities across diverse domains. W…
Automated Facility Enumeration for Building Compliance Checking using Door Detection and Large Language Models
Licheng Zhang, Bach Le, Naveed Akhtar +1
Building compliance checking (BCC) is a critical process for ensuring that constructed facilities meet regulatory standards. A core component of BCC is the accurate enumeration of…
DoorDet: Semi-Automated Multi-Class Door Detection Dataset via Object Detection and Large Language Models
Licheng Zhang, Bach Le, Naveed Akhtar +1
Accurate detection and classification of diverse door types in floor plans drawings is critical for multiple applications, such as building compliance checking, and indoor scene un…