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12/06/2022
A Hyperspectral and RGB Dataset for Building Facade Segmentation
Hyperspectral Imaging (HSI) provides detailed spectral information and h...
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12/01/2022
Automated Coronary Arteries Labeling Via Geometric Deep Learning
Automatic labelling of anatomical structures, such as coronary arteries,...
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08/08/2022
Vision-Based Activity Recognition in Children with Autism-Related Behaviors
Advances in machine learning and contactless sensors have enabled the un...
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01/28/2022
You Only Cut Once: Boosting Data Augmentation with a Single Cut
We present You Only Cut Once (YOCO) for performing data augmentations. Y...
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11/30/2021
In-Bed Human Pose Estimation from Unseen and Privacy-Preserving Image Domains
Medical applications have benefited from the rapid advancement in comput...
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11/29/2021
The CSIRO Crown-of-Thorn Starfish Detection Dataset
Crown-of-Thorn Starfish (COTS) outbreaks are a major cause of coral loss...
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11/28/2021
Learning To Segment Dominant Object Motion From Watching Videos
Existing deep learning based unsupervised video object segmentation meth...
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08/25/2021
Blind Image Decomposition
We present and study a novel task named Blind Image Decomposition (BID),...
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07/01/2021
A Survey on Graph-Based Deep Learning for Computational Histopathology
With the remarkable success of representation learning for prediction pr...
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06/20/2021
Underwater Image Restoration via Contrastive Learning and a Real-world Dataset
Underwater image restoration is of significant importance in unveiling t...
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05/27/2021
Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future
With the advances of data-driven machine learning research, a wide varie...
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05/27/2021
Towards Interpretable Attention Networks for Cervical Cancer Analysis
Recent advances in deep learning have enabled the development of automat...
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04/15/2021
Dual Contrastive Learning for Unsupervised Image-to-Image Translation
Unsupervised image-to-image translation tasks aim to find a mapping betw...
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03/17/2021
Single Underwater Image Restoration by Contrastive Learning
Underwater image restoration attracts significant attention due to its i...
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04/15/2020
Mosaic Super-resolution via Sequential Feature Pyramid Networks
Advances in the design of multi-spectral cameras have led to great inter...
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09/05/2019