Search Results for author: Atsushi Fukuda

Found 5 papers, 1 papers with code

High-Quality Medical Image Generation from Free-hand Sketch

no code implementations1 Feb 2024 Quan Huu Cap, Atsushi Fukuda

Generating medical images from human-drawn free-hand sketches holds promise for various important medical imaging applications.

Image Generation Medical Image Generation

Towards Robust Plant Disease Diagnosis with Hard-sample Re-mining Strategy

no code implementations5 Sep 2023 Quan Huu Cap, Atsushi Fukuda, Satoshi Kagiwada, Hiroyuki Uga, Nobusuke Iwasaki, Hitoshi Iyatomi

Hard-sample mining (HSM) is a common technique for re-training a model by using the mis-detected boxes as new training samples.

object-detection Object Detection

A Practical Framework for Unsupervised Structure Preservation Medical Image Enhancement

1 code implementation4 Apr 2023 Quan Huu Cap, Atsushi Fukuda, Hitoshi Iyatomi

In this study, we propose a framework for practical unsupervised medical image enhancement that includes (1) a non-reference objective evaluation of structure preservation for medical image enhancement tasks called Laplacian structural similarity index measure (LaSSIM), which is based on SSIM and the Laplacian pyramid, and (2) a novel unsupervised GAN-based method called Laplacian medical image enhancement (LaMEGAN) to support the improvement of both originality and quality from LQ images.

Image Enhancement Medical Image Enhancement +1

MIINet: An Image Quality Improvement Framework for Supporting Medical Diagnosis

no code implementations28 Nov 2020 Quan Huu Cap, Hitoshi Iyatomi, Atsushi Fukuda

Medical images have been indispensable and useful tools for supporting medical experts in making diagnostic decisions.

Image-to-Image Translation Medical Diagnosis +1

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