Can Programmable Gradient Information Enhance Polyp Segmentation?
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3496999
Abstract: Colorectal cancer ranks as the third leading cause of cancer-related deaths globally, with early detection and removal of polyps crucial in reducing mortality. Despite colonoscopy being an effective diagnostic tool, up to 28% of polyps… read more here.
Keywords: segmentation; programmable gradient; gradient information; polyp segmentation ... See more keywords
InSAR Phase Unwrapping by Deep Learning Based on Gradient Information Fusion
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2021.3127318
Abstract: Phase unwrapping (PhU) is an important step in interferometric synthetic aperture radar (InSAR) technology. At present, difficulties are encountered when using deep learning to solve the PhU problem because the fringe density of the actual… read more here.
Keywords: gradient information; phase unwrapping; deep learning; fusion ... See more keywords
Image-Scaling Attack on Image Signal Processing Pipelines in Deep Neural Networks-Based Outdoor Vision Applications
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Consumer Electronics"
DOI: 10.1109/tce.2024.3413720
Abstract: Adversarial attacks pose a potential threat to the deployment of deep neural networks (DNNs) on the consumer electronic (CE) devices for outdoor use (e.g., face recognition and fire monitoring). Generally, most of the DNN-based CE… read more here.
Keywords: image; vision applications; isp pipeline; gradient information ... See more keywords
Multispectral Remote Sensing Image Deblurring Using Auxiliary Band Gradient Information
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2023.3280647
Abstract: Multispectral remote sensing images (RSI), including hyperspectral and multispectral images, contain adequate information of ground objects and areas and play important roles in environmental monitoring, weather forecasting, urban planning, and so on. However, due to… read more here.
Keywords: information; remote sensing; auxiliary band; multispectral remote ... See more keywords
Understanding Electronic Structure and Chemical Reactivity: Quantum-Information Perspective
Sign Up to like & getrecommendations! Published in 2019 at "Applied Sciences"
DOI: 10.3390/app9061262
Abstract: Several applications of quantum mechanics and information theory to chemical reactivity problems are presented with emphasis on equivalence of variational principles for the constrained minima of the system electronic energy and its kinetic energy component,… read more here.
Keywords: chemical; gradient information; energy; chemical reactivity ... See more keywords