CycleGAN for Flash-to-Ambient Image Conversion: A Style Transfer Approach
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3510042
Abstract: With the increasing prominence of mobile photography, capturing high-quality images in low-light conditions, especially with flash, remains a significant challenge. This study introduces innovative deep learning techniques to convert flash images into ambient images, with… read more here.
Keywords: ambient image; image conversion; style transfer; flash ambient ... See more keywords
Optimizing 2D-to-3D image conversion for precise flat surface detection using laser triangulation and HSV masking
Sign Up to like & getrecommendations! Published in 2025 at "Indonesian Journal of Electrical Engineering and Computer Science"
DOI: 10.11591/ijeecs.v37.i1.pp111-122
Abstract: This study tackles a critical challenge in converting two-dimensional (2D) images into three-dimensional (3D) representations, focusing on the precise detection of flat surfaces. The research utilizes a triangulation method involving laser and camera systems, emphasizing… read more here.
Keywords: detection; laser; triangulation; image conversion ... See more keywords
Impact of Deep Learning-Based Image Conversion on Fully Automated Coronary Artery Calcium Scoring Using Thin-Slice, Sharp-Kernel, Non-Gated, Low-Dose Chest CT Scans: A Multi-Center Study
Sign Up to like & getrecommendations! Published in 2025 at "Korean Journal of Radiology"
DOI: 10.3348/kjr.2025.0177
Abstract: Objective To evaluate the impact of deep learning-based image conversion on the accuracy of automated coronary artery calcium quantification using thin-slice, sharp-kernel, non-gated, low-dose chest computed tomography (LDCT) images collected from multiple institutions. Materials and… read more here.
Keywords: deep learning; image conversion; conversion; calcium ... See more keywords
The impact of the image conversion factor and image centration on retinal vessel geometric characteristics
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Medicine"
DOI: 10.3389/fmed.2023.1112652
Abstract: Background This study aims to use fundus image material from a long-term retinopathy follow-up study to identify problems created by changing imaging modalities or imaging settings (e.g., image centering, resolution, viewing angle, illumination wavelength). Investigating… read more here.
Keywords: icf; retinal vessel; image conversion; conversion factor ... See more keywords