Prompt Driven Multimodal Large Language Models for Concrete Defect Identification
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3605263
Abstract: Detecting surface defects in concrete structures is essential for ensuring structural safety; however, traditional methods have limitations, including subjectivity and heavy data dependency. This study proposes using pretrained multimodal large and small language models (LLM/SLM),… read more here.
Keywords: shot; concrete defect; language; multimodal large ... See more keywords
Prompt-Driven Multitask Learning With Task Tokens for ORSI Salient Object Detection
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2025.3606959
Abstract: Salient object detection in optical remote sensing images (ORSI-SOD) is challenging due to complex backgrounds and subtle boundary cues. While prior methods often introduce edge-guided supervision or auxiliary branches to refine boundaries, they commonly suffer… read more here.
Keywords: task; object detection; prompt; salient object ... See more keywords