1 citations · 2 across the 4 of their papers we have counts for
4 papers
AVA-VLM: Adaptive Visual Attention-Vision Language Model for In-the-Wild Construction Site Monitoring
Younggun Kim, Taeheon Kim, Youngseo Kim +1
Existing construction-site Vision-Language Model (VLM) studies have primarily adapted pretrained VLMs through direct QA-style fine-tuning from a single global image, but we argue t…
Test Input Validation for Vision-based DL Systems: An Active Learning Approach
Delaram Ghobari, Mohammad Hossein Amini, Dai Quoc Tran +3
Testing deep learning (DL) systems requires extensive and diverse, yet valid, test inputs. While synthetic test input generation methods, such as metamorphic testing, are widely us…
Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens Datasets
Dai Quoc Tran, Armstrong Aboah, Yuntae Jeon +3
This study addresses the evolving challenges in urban traffic monitoring detection systems based on fisheye lens cameras by proposing a framework that improves the efficacy and acc…
Skip-Connected Neural Networks with Layout Graphs for Floor Plan Auto-Generation
Yuntae Jeon, Dai Quoc Tran, Seunghee Park
With the advent of AI and computer vision techniques, the quest for automated and efficient floor plan designs has gained momentum. This paper presents a novel approach using skip-…