Itsuo Kumazawa

Tokyo Institute of Technology — Japan

Computer Science · Physical Sciences

13h-index771citations184works0.02yr avg
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Research Topics

Advanced Vision and Imaging(22), Image and Signal Denoising Methods(17), Advanced Image Fusion Techniques(17), Computer Graphics and Visualization Techniques(16), Tactile and Sensory Interactions(15)

Publications184 total

Scale Variant Vehicle Object Recognition by CNN Module of Multi-Pooling-PCA Process
Journal of Intelligent and Connected Vehicles·2023· 3 citedOpen Access
Efficient Passenger Counting in Public Transport Based on Machine Learning
2023· 2 cited
Deep‐learning prostate cancer detection and segmentation on biparametric versus multiparametric magnetic resonance imaging: Added value of dynamic contrast‐enhanced imaging
International Journal of Urology·2023· 5 cited
Artificial intelligence model substantially improves stratum corneum moisture content prediction from visible‐light skin images and skin feature factors
Skin Research and Technology·2023· 5 citedOpen Access
Production of MusicXML from Locally Inclined Sheetmusic Photo Image by Using Measure-based Multimodal Deep-learning-driven Assembly Method
Transactions of the Japanese Society for Artificial Intelligence·2023· 4 citedOpen Access
Enhanced Removal of the Light Reflection of Eyeglass Using Multi-Channel CycleGAN with Difference Image Equivalency Loss
2023· 1 cited
Urinary Stones Segmentation in Abdominal X-Ray Images Using Cascaded U-Net Pipeline With Stone-Embedding Augmentation and Lesion-Size Reweighting Approach
IEEE Access·2023· 12 citedOpen Access
Improving Kidney Tumor Classification With Multi-Modal Medical Images Recovered Partially by Conditional CycleGAN
IEEE Access·2023· 13 citedOpen Access
Data Filtering Method based on LSTM for Non-Water-Stressed Baseline Estimation in Real-time Crop Water Stress Monitoring
2022 19th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)·2022
A Framework for Generating an ICGA from a Fundus Image using GAN
2022 19th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)·2022· 4 cited
On the Use of Class Activation Map on Rice Blast Disease Identification and Localization
2022 19th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)·2022· 10 cited
Abstract Reservoir Computing
AI·2022· 1 citedOpen Access
Bouncing Seat: An Immersive Virtual Locomotion Interface with LSTM Based Body Gesture Estimation
2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW)·2022· 1 cited
Improvement of Urinary Stone Segmentation Using GAN-Based Urinary Stones Inpainting Augmentation
IEEE Access·2022· 19 citedOpen Access
Computer-aided diagnosis with a convolutional neural network algorithm for automated detection of urinary tract stones on plain X-ray
BMC Urology·2021· 27 citedOpen Access
Combining Technical Indicators and Deep Learning by using LSTM Stock Price Predictor
2021· 9 cited
Automatic Rice Plant Disease Evaluation Method Based on Anomaly Detection and Deep Learning
2021· 8 cited
Computer-aided Diagnosis with a Convolutional Neural Network Algorithm for Automated Detection of Urinary Tract Stones on Plain X-ray
Research Square (Research Square)·2021Open Access
A Constrained Convex Optimization Approach to Hyperspectral Image Restoration with Hybrid Spatio-Spectral Regularization
Remote Sensing·2020· 23 citedOpen Access
Urinary Stones Segmentation in Abdominal X-Ray Images Based on U-Net Deep Learning Model and Data Augmentation Techniques
2020· 10 cited
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Frequent Co-authors

Teerasit Kasetkasem(11), Yoh Matsuoka(7), Shunsuke Ono(7), Thitiporn Chanwimaluang(7), Junichiro Ishioka(6), Preesan Rakwatin(6), Yasuhisa Fujii(5), Saori Takeyama(5), Masaki Kobayashi(5), Wongsakorn Preedanan(5), Toshiaki Kondo(5), Soichiro Yoshida(4), Minato Yokoyama(4), Kenji Suzuki(4), Mohamad Ivan Fanany(4), Sho Uehara(3), Yosuke Yasuda(2), Toshiki Kijima(2), Kazutaka Saito(2), Tomo Kimura(2)