I. Kumazawa

Most-cited papers

Computer‐aided diagnosis of prostate cancer on magnetic resonance imaging using a convolutional neural network algorithm
J. Ishioka, Y. Matsuoka, S. Uehara, Yosuke Yasuda +10 more
2018BJU International100 citations Open access
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Total generalized variation for graph signals
Shunsuke Ono, I. Yamada, I. Kumazawa
2015IEEE International Conference on Acoustics, Speech, and Signal Processing36 citations
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Hyperspectral image restoration by Hybrid Spatio-Spectral Total Variation
Saori Takeyama, Shunsuke Ono, I. Kumazawa
2017IEEE International Conference on Acoustics, Speech, and Signal Processing31 citations
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A Constrained Convex Optimization Approach to Hyperspectral Image Restoration with Hybrid Spatio-Spectral Regularization
Saori Takeyama, Shunsuke Ono, I. Kumazawa
2019Remote Sensing27 citations Open access
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A comparative study of image quality assessment
Wongsakorn Preedanan, T. Kondo, Pished Bunnun, I. Kumazawa
20182018 International Workshop on Advanced Image Technology (IWAIT)27 citations
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Computer-aided diagnosis with a convolutional neural network algorithm for automated detection of urinary tract stones on plain X-ray
Masaki Kobayashi, J. Ishioka, Y. Matsuoka, Y. Fukuda +14 more
2021BMC Urology21 citations Open access
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Improvement of Urinary Stone Segmentation Using GAN-Based Urinary Stones Inpainting Augmentation
Wongsakorn Preedanan, Kenji Suzuki, T. Kondo, Masaki Kobayashi +5 more
2022IEEE Access18 citations Open access
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Urinary Stones Segmentation in Abdominal X-Ray Images Using Cascaded U-Net Pipeline With Stone-Embedding Augmentation and Lesion-Size Reweighting Approach
Wongsakorn Preedanan, Kenji Suzuki, T. Kondo, Masaki Kobayashi +5 more
2023IEEE Access14 citations Open access
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Estimated rice cultivation date using an extended Kalman filter on MODIS NDVI time-series data
Kitti Chumkesornkulkit, T. Kasetkasem, P. Rakwatin, A. Eiumnoh +2 more
2013International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology14 citations
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Blind Spot Obstacle Detection from Monocular Camera Images with Depth Cues Extracted by CNN
Yuxiang Guo, I. Kumazawa, Chuyo Kaku
2018Automotive Innovation13 citations Open access
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Heart Abnormality Classification Using Phonocardiogram (PCG) Signals
M. Bashar, S. Dandapat, I. Kumazawa
20182018 IEEE-EMBS Conference on Biomedical Engineering and Sciences (IECBES)12 citations
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Combining features for RGB-D object recognition
Wasif Khan, E. Phaisangittisagul, Luqman Ali, D. Gansawat +1 more
2017International Electrical Engineering Congress12 citations
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Two-Handed Multi-finger String-Based Haptic Interface SPIDAR-8
K. Akahane, J. Hyun, I. Kumazawa, Makoto Sato
2013Multi-finger Haptic Interaction12 citations
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Combining Technical Indicators and Deep Learning by using LSTM Stock Price Predictor
Pattareeya Piravechsakul, T. Kasetkasem, Sanparith Marukatat, I. Kumazawa
2021International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology11 citations
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Automatic Rice Plant Disease Evaluation Method Based on Anomaly Detection and Deep Learning
Teepakom Tosawadi, T. Kasetkasem, W. Laungnarutai, Teera Phatrapomnant +1 more
2021International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology11 citations
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A haptic and auditory assistive user interface: Helping the blinds on their computer operations
V-ris Jaijongrak, I. Kumazawa, S. Thiemjarus
2011International Conference on Rehabilitation Robotics10 citations
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On the Use of Class Activation Map on Rice Blast Disease Identification and Localization
Teepakorn Tosawadi, T. Kasetkasem, W. Laungnarutai, T. Phatrapornnant +1 more
2022International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology9 citations
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Rice cultivation and harvest date identification based on a hidden Markov model
Saran Suwannachatkul, T. Kasetkasem, Kitti Chumkesornkulkit, P. Rakwatin +2 more
2014International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology9 citations
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Text detection and recognition on traffic panel in roadside imagery
S. Khan, S. Thainimit, I. Kumazawa, Sanparith Marukatat
20172017 8th International Conference of Information and Communication Technology for Embedded Systems (IC-ICTES)8 citations
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A level-based method for urban mapping using NPP-VIIRS nighttime light data
Raveerat Jaturapitpornchai, T. Kasetkasem, I. Kumazawa, P. Rakwatin +1 more
20152015 6th International Conference of Information and Communication Technology for Embedded Systems (IC-ICTES)8 citations
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Unsupervised segmentation of synthetic aperture radar inundation imagery using the level set method
Ponlapak Phuhinkong, T. Kasetkasem, I. Kumazawa, P. Rakwatin +1 more
2014International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology8 citations
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Artificial intelligence model substantially improves stratum corneum moisture content prediction from visible‐light skin images and skin feature factors
Tomoyuki Shishido, Yasuhiro Ono, I. Kumazawa, I. Iwai +1 more
2023Skin research and technology7 citations Open access
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Urinary Stones Segmentation in Abdominal X-Ray Images Based on U-Net Deep Learning Model and Data Augmentation Techniques
Wongsakorn Preedanan, I. Kumazawa, T. Kondo, J. Ishioka
2020IEEE International Conference on Signal and Image Processing7 citations
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Robust and Effective Hyperspectral Pansharpening Using Spatio-Spectral Total Variation
Saori Takeyama, Shunsuke Ona, I. Kumazawa
2018IEEE International Conference on Acoustics, Speech, and Signal Processing7 citations
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Air cushion: A pilot study of the passive technique to mitigate simulator sickness by responding to vection
Yoshikazu Onuki, Shunsuke Ono, I. Kumazawa
2017IEEE Conference on Virtual Reality and 3D User Interfaces7 citations
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Deep‐learning prostate cancer detection and segmentation on biparametric versus multiparametric magnetic resonance imaging: Added value of dynamic contrast‐enhanced imaging
Y. Matsuoka, Yoshihiko Ueno, S. Uehara, Hiroshi Tanaka +6 more
2023International journal of urology6 citations Open access
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Mixed Noise Removal for Hyperspectral Images Using Hybrid Spatio-Spectral Total Variation
Saori Takeyama, Shunsuke Ono, I. Kumazawa
2019International Conference on Information Photonics6 citations
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Image restoration using a stochastic variant of the alternating direction method of multipliers
Shunsuke Ono, M. Yamagishi, Takamichi Miyata, I. Kumazawa
2016IEEE International Conference on Acoustics, Speech, and Signal Processing6 citations
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The Random forest approach for land cover mapping
Panyanat Aonpong, T. Kasetkasem, P. Rakwatin, I. Kumazawa +1 more
20162016 7th International Conference of Information and Communication Technology for Embedded Systems (IC-ICTES)6 citations
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Two foraging algorithms for a limited number of swarm robots
S. Chattunyakit, T. Kondo, I. Nilkhamhang, T. Phatrapornnant +1 more
2013The SICE Annual Conference 20136 citations
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A Cloud-Contamination Removal Algorithm by Combining Image Segmentation and Level-set-based Approaches for Remote Sensing Images
Duangkamol Tedlek, S. Khoomboon, T. Kasetkasem, T. Chanwimaluang +1 more
20182018 International Conference on Embedded Systems and Intelligent Technology & International Conference on Information and Communication Technology for Embedded Systems (ICESIT-ICICTES)5 citations
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Background Images Generation Based on the Nelder-Mead Simplex Algorithm Using the Eigenbackground Model
Charles-Henri Quivy, I. Kumazawa
2011International Conference on Image Analysis and Recognition5 citations
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Non-destructive measurement of rice leaf dimension in 3D point cloud
P. Rattanasuwan, I. Kumazawa, T. Kasetkasem
20214 citations Open access
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Hybrid Spatio-Spectral Total Variation: A Regularization Technique for Hyperspectral Image Denoising and Compressed Sensing.
Saori Takeyama, Shunsuke Ono, I. Kumazawa
20194 citations
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Hyperspectral and Multispectral Data Fusion by a Regularization Considering
Saori Takeyama, Shunsuke Ono, I. Kumazawa
2019IEEE International Conference on Acoustics, Speech, and Signal Processing4 citations
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Hyperspectral Pansharpening Using Noisy Panchromatic Image
Saori Takeyama, Shunsuke Ono, I. Kumazawa
2018Asia-Pacific Signal and Information Processing Association Annual Summit and Conference4 citations
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MP20-10 DEEP LEARNING WITH A CONVOLUTIONAL NEURAL NETWORK ALGORITHM FOR FULLY AUTOMATED DETECTION OF PROSTATE CANCER USING PRE-BIOPSY MRI
J. Ishioka, Y. Matsuoka, S. Uehara, Yosuke Yasuda +8 more
20184 citations Open access
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Super-resolution land cover mapping based on deep learning and level set method
Watsana Bupphawat, T. Kasetkasem, I. Kumazawa, P. Rakwatin +1 more
2017International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology4 citations
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Haptic mouse with quick and flexible tactile feedback generated by double control loop
I. Kumazawa
201019th International Symposium in Robot and Human Interactive Communication4 citations
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Production of MusicXML from Locally Inclined Sheetmusic Photo Image by Using Measure-based Multimodal Deep-learning-driven Assembly Method
Tomoyuki Shishido, Fehmiju Fati, Daisuke Tokushige, Yasuhiro Ono +1 more
2023Transactions of the Japanese society for artificial intelligence3 citations Open access
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Removal of the Infrared Light Reflection of Eyeglass Using Multi-Channel CycleGAN Applied for the Gaze Estimation Images
Yoshikazu Onuki, Kosei Kudo, I. Kumazawa
20202020 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW)3 citations
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Image quality assessment for medical images based on gradient information
Wongsakorn Preedanan, T. Kondo, Pished Bunnun, I. Kumazawa
20182018 5th International Conference on Business and Industrial Research (ICBIR)3 citations
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Character segmentation on traffic panels using visual appearance from roadside imagery
S. Khan, S. Thainimit, I. Kumazawa, Sanparith Marukatat +1 more
2017Asian Conference on Defence Technology3 citations
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Measurement of 3D-velocity by high-frame-rate optical mouse sensors to extrapolate 3D position captured by a low-frame-rate stereo camera
I. Kumazawa, Toshihiro Kai, Yoshikazu Onuki, Shunsuke Ono
2017IEEE Conference on Virtual Reality and 3D User Interfaces3 citations
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A multi-modal interactive tablet with tactile feedback, rear and lateral operation for maximum front screen visibility
I. Kumazawa, Shu Yano, Souma Suzuki, Shunsuke Ono
2016IEEE Conference on Virtual Reality and 3D User Interfaces3 citations
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Online Boosting Algorithm Based on Two-Phase SVM Training
V. Yugov, I. Kumazawa
20123 citations Open access
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Usability evaluation of touch panel-based mobile device on user interface with multimodal feedback
Akanksha Pathak, I. Kumazawa
2012IEEE-International Conference On Advances In Engineering, Science And Management3 citations
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Normalization of Active Appearance Models for Fish Species Identification
Charles-Henri Quivy, I. Kumazawa
20113 citations Open access
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Abstract Echo State Networks
C. Senn, I. Kumazawa
2020IAPR International Workshop on Artificial Neural Networks in Pattern Recognition2 citations
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Deep learning with a convolutional neural network algorithm for automated detection of urinary tract stones using abdominal X-ray image
J. Ishioka, M. Kobayashi, M. Fujiwara, N. Kawamura +15 more
2019European urology. Supplement2 citations
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