Itsuo Kumazawa

Orcid: 0000-0002-5409-2727

According to our database1, Itsuo Kumazawa authored at least 70 papers between 1985 and 2023.

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

Timeline

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Bibliography

2023
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

Improving Kidney Tumor Classification With Multi-Modal Medical Images Recovered Partially by Conditional CycleGAN.
IEEE Access, 2023

Enhanced Removal of the Light Reflection of Eyeglass Using Multi-Channel CycleGAN with Difference Image Equivalency Loss.
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2023

Efficient Passenger Counting in Public Transport Based on Machine Learning.
Proceedings of the IEEE Region 10 Conference, 2023

2022
Improvement of Urinary Stone Segmentation Using GAN-Based Urinary Stones Inpainting Augmentation.
IEEE Access, 2022

Bouncing Seat: An Immersive Virtual Locomotion Interface with LSTM Based Body Gesture Estimation.
Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2022

2020
A Constrained Convex Optimization Approach to Hyperspectral Image Restoration with Hybrid Spatio-Spectral Regularization.
Remote. Sens., 2020

Removal of the Infrared Light Reflection of Eyeglass Using Multi-Channel CycleGAN Applied for the Gaze Estimation Images.
Proceedings of the 2020 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2020

Abstract Echo State Networks.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2020

2019
Reorient the Gazed Scene Towards the Center: Novel Virtual Turning Using Head and Gaze Motions and Blink.
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces, 2019

Mixed Noise Removal for Hyperspectral Images Using Hybrid Spatio-Spectral Total Variation.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Hyperspectral and Multispectral Data Fusion by a Regularization Considering.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Robust and Effective Hyperspectral Pansharpening Using Spatio-Spectral Total Variation.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Hyperspectral Pansharpening Using Noisy Panchromatic Image.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

2017
Image Restoration with Multiple Hard Constraints on Data-Fidelity to Blurred/Noisy Image Pair.
IEICE Trans. Inf. Syst., 2017

Air cushion: A pilot study of the passive technique to mitigate simulator sickness by responding to vection.
Proceedings of the 2017 IEEE Virtual Reality, 2017

Tactile feedback enhanced with discharged elastic energy and its effectiveness for in-air key-press and swipe operations.
Proceedings of the 2017 IEEE Virtual Reality, 2017

Measurement of 3D-velocity by high-frame-rate optical mouse sensors to extrapolate 3D position captured by a low-frame-rate stereo camera.
Proceedings of the 2017 IEEE Virtual Reality, 2017

Hyperspectral image restoration by Hybrid Spatio-Spectral Total Variation.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Combined Use of Rear Touch Gestures and Facial Feature Detection to Achieve Single-Handed Navigation of Mobile Devices.
IEEE Trans. Hum. Mach. Syst., 2016

A multi-modal interactive tablet with tactile feedback, rear and lateral operation for maximum front screen visibility.
Proceedings of the 2016 IEEE Virtual Reality, 2016

ANN approach for predicting economic trends based on electric energy consumption during natural disaster period.
Proceedings of the 11th International Conference on Knowledge, 2016

A novel land cover mapping algorithm based on random forest and Markov random field models.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Image restoration using a stochastic variant of the alternating direction method of multipliers.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
What can we feel on the back of the tablet? - A thin mechanism to display two dimensional motion on the back and its characteristics.
Proceedings of the 2015 IEEE Virtual Reality, 2015

Various forms of tactile feedback displayed on the back of the tablet: Latency minimized by using audio signal to control actuators.
Proceedings of the 2015 IEEE Virtual Reality, 2015

Total generalized variation for graph signals.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
Occlusion-Robust Human Tracking with Integrated Multi-View Depth Imagery.
IEICE Trans. Inf. Syst., 2014

A flood mapping algorithm from cloud contaminated MODIS time-series data using a Markov random field model.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
An actuated stage for a tablet computer: Generation of tactile feedback and communication using the motion of the whole tablet.
Proceedings of the 2013 IEEE Virtual Reality, 2013

Two-Handed Multi-finger String-Based Haptic Interface SPIDAR-8.
Proceedings of the Multi-finger Haptic Interaction, 2013

2012
A robust image retrieval system for mobile guide applications.
Int. J. Intell. Syst., 2012

"...It's Orange and Small, and White Stripes..." - Augmented-Reality System for Fish Species Identification in Aquariums.
Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012

2011
Guest Editorial Special Issue on Advances in Multimedia Computing, Communications and Applications.
J. Signal Process. Syst., 2011

Background Images Generation Based on the Nelder-Mead Simplex Algorithm Using the Eigenbackground Model.
Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011

2010
Haptic mouse with quick and flexible tactile feedback generated by double control loop.
Proceedings of the 19th IEEE International Conference on Robot and Human Interactive Communication, 2010

A finger attachment to generate tactile feedback and make 3D gesture detectable by touch panel sensor.
Proceedings of the 2010 IEEE Haptics Symposium, 2010

2007
Analytic Reconstruction of Transparent and Opaque Surfaces from Texture Images.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

2006
A Neural Network for Simultaneously Reconstructing Transparent and Opaque Surfaces.
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

2005
Input Devices with Simple and Compact Haptic Feedback Mechanisms Driven by Finger Movement.
Proceedings of the First Joint Eurohaptics Conference and Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems, 2005

A neural network scheme for transparent surface modelling.
Proceedings of the 3rd International Conference on Computer Graphics and Interactive Techniques in Australasia and Southeast Asia 2005, Dunedin, New Zealand, November 29, 2005

2004
A neural network for recovering 3D shape from erroneous and few depth maps of shaded images.
Pattern Recognit. Lett., 2004

Multiple-view shape extraction from shading as local regression by analytic NN scheme.
Math. Comput. Model., 2004

Evaluation of User-Friendliness of a Compact Input Device with Simple Tactile Feedback.
Proceedings of the 4th International Symposium, 2004

A Combinatorial Transparent Surface Modeling from Polarization Images.
Proceedings of the Combinatorial Image Analysis, 10th InternationalWorkshop, 2004

A Modified Nearest Neighbor Method for Image Reconstruction in Fluorescence Microscopy.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

2003
Introduction of linear constraints on the weight representation of multilayer networks for generalization and application to character recognition.
Syst. Comput. Jpn., 2003

SA-Optimized Multiple View Smooth Polyhedron Representation NN.
Proceedings of the Discovery Science, 6th International Conference, 2003

2002
A scheme for reconstructing face from shading using smooth projected polygon representation NN.
Proceedings of the 2002 International Conference on Image Processing, 2002

Analysis of shape from shading algorithms for fast and realistic 3D face reconstruction APCCAS2002.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems 2002, 2002

2001
3D object & light source representation with multi-layer feed-forward networks.
Neural Parallel Sci. Comput., 2001

Linear Constraints on Weight Representation for Generalized Learning of Multilayer Networks.
Neural Comput., 2001

3D Shape Reconstruction from Multiple Silhouettes: Generalization from Few Views by Neural Network Learning.
Proceedings of the Visual Form 2001, 4th International Workshop on Visual Form, 2001

Region extraction method based on clustering along an object contour.
Proceedings of the 2001 International Conference on Image Processing, 2001

Affine Transformations of 3D Objects Represented with Neural Networks.
Proceedings of the 3rd International Conference on 3D Digital Imaging and Modeling (3DIM 2001), 28 May, 2001

2000
Target tracking by matching a shape represented by a tree of sigmoid function.
Pattern Recognit. Lett., 2000

Compact and parametric shape representation by a tree of sigmoid functions for automatic shape modeling, .
Pattern Recognit. Lett., 2000

Shape Matching and Extraction by an Array of Figure-and-Ground Classifiers.
Proceedings of the Multiple Classifier Systems, First International Workshop, 2000

Coarse-to-Fine Object Tracking Using a Shape Representation Network with Continuous Parameters Determining Shape Details.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Object Tracking with Shape Representation NetWork Using Color Information.
Proceedings of the 2000 International Conference on Image Processing, 2000

1999
A cellular neural network framework for shape representation and matching.
Proceedings of the Third International Conference on Knowledge-Based Intelligent Information Engineering Systems, 1999

1997
Computation of Weighted Sum by Physical Wave Properties - Coding Problems by Unit Positions.
Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1997

NLRFLA: A Supervised Learning Algorithm for the Development of Non-Linear Receptive Fields.
Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1997

1996
Learning regular languages via recurrent higher-order neural networks.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

1993
Single minimum method for combinatorial optimization problems and an efficient algorithm of TSP problem.
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993

A learning scheme for bipartite recurrent networks and its performance.
Proceedings of the First New Zealand International Two-Stream Conference on Artificial Neural Networks and Expert Systems, 1993

1990
Effectiveness of making internal representations redundant in neural networks for solving optimization problems.
Syst. Comput. Jpn., 1990

1986
Availability of redundancy of projection data applied to reduce the noise sensitivity of reconstructed images.
Syst. Comput. Jpn., 1986

An adaptive filtering approach to speaker independent vowel recognition.
Proceedings of the IEEE International Conference on Acoustics, 1986

1985
Redundancy of projection data and its application to improve the quality of a reconstructed image.
Syst. Comput. Jpn., 1985


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