Hitoshi Iyatomi

Orcid: 0000-0003-4108-4178

According to our database1, Hitoshi Iyatomi authored at least 74 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2024
Majority or Minority: Data Imbalance Learning Method for Named Entity Recognition.
CoRR, 2024

2023
Towards robust plant disease diagnosis with hard-sample re-mining strategy.
Comput. Electron. Agric., December, 2023

Image analysis in advanced skin imaging technology.
Comput. Methods Programs Biomed., August, 2023

Making attention mechanisms more robust and interpretable with virtual adversarial training.
Appl. Intell., June, 2023

A Practical Framework for Unsupervised Structure Preservation Medical Image Enhancement.
CoRR, 2023

PCSS: Skull Stripping With Posture Correction From 3D Brain MRI for Diverse Imaging Environment.
IEEE Access, 2023

Acquiring a Low-Dimensional, Environment-Independent Representation of Brain MR Images for Content-Based Image Retrieval.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

How are Negative Articles Consumed? A Quantitative Analysis of User Behavior in a Real News Service.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

2022
LeafGAN: An Effective Data Augmentation Method for Practical Plant Disease Diagnosis.
IEEE Trans Autom. Sci. Eng., 2022

Feedback is Needed for Retakes: An Explainable Poor Image Notification Framework for the Visually Impaired.
CoRR, 2022

DM<sup>2</sup>S<sup>2</sup>: Deep Multi-Modal Sequence Sets with Hierarchical Modality Attention.
CoRR, 2022

Ad Creative Discontinuation Prediction with Multi-Modal Multi-Task Neural Survival Networks.
CoRR, 2022

DM<sup>2</sup>S<sup>2</sup>: Deep Multimodal Sequence Sets With Hierarchical Modality Attention.
IEEE Access, 2022

Loc-VAE: Learning Structurally Localized Representation from 3D Brain MR Images for Content-Based Image Retrieval.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Expressions Causing Differences in Emotion Recognition in Social Networking Service Documents.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
Gastric Cancer Detection from X-ray Images Using Effective Data Augmentation and Hard Boundary Box Training.
CoRR, 2021

Making Attention Mechanisms More Robust and Interpretable with Virtual Adversarial Training for Semi-Supervised Text Classification.
CoRR, 2021

Bulk Production Augmentation Towards Explainable Melanoma Diagnosis.
CoRR, 2021

LASSR: Effective super-resolution method for plant disease diagnosis.
Comput. Electron. Agric., 2021

Attention Meets Perturbations: Robust and Interpretable Attention With Adversarial Training.
IEEE Access, 2021

Disease-Oriented Image Embedding With Pseudo-Scanner Standardization for Content-Based Image Retrieval on 3D Brain MRI.
IEEE Access, 2021

2020
Text Classification through Glyph-aware Disentangled Character Embedding and Semantic Sub-character Augmentation.
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing: Student Research Workshop, 2020

MIINet: An Image Quality Improvement Framework for Supporting Medical Diagnosis.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

AraDIC: Arabic Document Classification Using Image-Based Character Embeddings and Class-Balanced Loss.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, 2020

2019
Conversion Prediction Using Multi-task Conditional Attention Networks to Support the Creation of Effective Ad Creative.
CoRR, 2019

Conversion Prediction Using Multi-task Conditional Attention Networks to Support the Creation of Effective Ad Creatives.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Super-Resolution for Practical Automated Plant Disease Diagnosis System.
Proceedings of the 53rd Annual Conference on Information Sciences and Systems, 2019

A comparable study: Intrinsic difficulties of practical plant diagnosis from wide-angle images.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

AOP: An Anti-overfitting Pretreatment for Practical Image-based Plant Diagnosis.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Efficient feature embedding of 3D brain MRI images for content-based image retrieval with deep metric learning.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Stochastic Gastric Image Augmentation for Cancer Detection from X-ray Images.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Towards Explainable Melanoma Diagnosis: Prediction of Clinical Indicators Using Semi-supervised and Multi-task Learning.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Skin lesion classification with ensemble of squeeze-and-excitation networks and semi-supervised learning.
CoRR, 2018

Significant Dimension Reduction of 3D Brain MRI using 3D Convolutional Autoencoders.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Diagnosis of Multiple Cucumber Infections with Convolutional Neural Networks.
Proceedings of the 47th IEEE Applied Imagery Pattern Recognition Workshop, 2018

End-to-End Text Classification via Image-based Embedding using Character-level Networks.
Proceedings of the 47th IEEE Applied Imagery Pattern Recognition Workshop, 2018

2016
Basic Investigation on a Robust and Practical Plant Diagnostic System.
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Simple and effective pre-processing for automated melanoma discrimination based on cytological findings.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Document classification through image-based character embedding and wildcard training.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
Four-Class Classification of Skin Lesions With Task Decomposition Strategy.
IEEE Trans. Biomed. Eng., 2015

Building of Readable Decision Trees for Automated Melanoma Discrimination.
Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

Automated Habit Detection System: A Feasibility Study.
Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

Basic Study of Automated Diagnosis of Viral Plant Diseases Using Convolutional Neural Networks.
Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

Prototype of Super-Resolution Camera Array System.
Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

2014
An ensemble classification approach for melanoma diagnosis.
Memetic Comput., 2014

Extension of automated melanoma screening for non-melanocytic skin lesions.
Int. J. Comput. Appl. Technol., 2014

A preliminary study for fully automated quantification of psoriasis severity using image mapping.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014

Accurate discrimination of Alzheimer's disease from other dementia and/or normal subjects using SPECT specific volume analysis.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014

Registration and color calibration for dermoscopy images in time-course analysis.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014

Melanoma Classification Based on Ensemble Classification of Dermoscopy Image Features.
Proceedings of the Advanced Machine Learning Technologies and Applications, 2014

2013
Lesion Border Detection in Dermoscopy Images Using Ensembles of Thresholding Methods.
CoRR, 2013

Melanoma Classification Using Dermoscopy Imaging and Ensemble Learning.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

2011
Colour and contrast enhancement for improved skin lesion segmentation.
Comput. Medical Imaging Graph., 2011

Automated color calibration method for dermoscopy images.
Comput. Medical Imaging Graph., 2011

Feasibility evaluation of a motion detection system with face images for stereotactic radiosurgery.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Robust video-oculography for non-invasive autonomic nerve quantification.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Approximate Lesion Localization in Dermoscopy Images
CoRR, 2010

An Improved Objective Evaluation Measure for Border Detection in Dermoscopy Images
CoRR, 2010

Automated color normalization for dermoscopy images.
Proceedings of the International Conference on Image Processing, 2010

Robust border detection in dermoscopy images using threshold fusion.
Proceedings of the International Conference on Image Processing, 2010

2009
Lesion border detection in dermoscopy images.
Comput. Medical Imaging Graph., 2009

Localization of Lesions in Dermoscopy Images Using Ensembles of Thresholding Methods.
Proceedings of the Advances in Image and Video Technology, Third Pacific Rim Symposium, 2009

Skin lesion extraction in dermoscopic images based on colour enhancement and iterative segmentation.
Proceedings of the International Conference on Image Processing, 2009

Contrast enhancement in dermoscopy images by maximizing a histogram bimodality measure.
Proceedings of the International Conference on Image Processing, 2009

2008
An improved Internet-based melanoma screening system with dermatologist-like tumor area extraction algorithm.
Comput. Medical Imaging Graph., 2008

Automatic detection of blue-white veil and related structures in dermoscopy images.
Comput. Medical Imaging Graph., 2008

2007
A methodological approach to the classification of dermoscopy images.
Comput. Medical Imaging Graph., 2007

Fast and accurate border detection in dermoscopy images using statistical region merging.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

2006
Multipurpose image recognition based on active search and adaptive fuzzy inference neural network.
Syst. Comput. Jpn., 2006

Automatic Identification of Shot Body Region from Clinical Photographies.
Proceedings of the 35th Applied Image Pattern Recognition Workshop (AIPR 2006), 2006

2005
An Internet-based Melanoma Diagnostic System - Toward the Practical Application.
Proceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2005

2004
Adaptive fuzzy inference neural network.
Pattern Recognit., 2004

2002
Scenery image recognition and interpretation using fuzzy inference neural networks.
Pattern Recognit., 2002

1998
Knowledge extraction from scenery images and the recognition using fuzzy inference neural networks.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998


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