Redundancy of projection data and its application to improve the quality of a reconstructed image. - Itsuo Kumazawa; Taizo Iijima (Syst. Comput. Jpn., 1985)

An adaptive filtering approach to speaker independent vowel recognition. - Itsuo Kumazawa; Taizo Iijima (ICASSP, 1986)

Availability of redundancy of projection data applied to reduce the noise sensitivity of reconstructed images. - Itsuo Kumazawa; Taizo Iijima (Syst. Comput. Jpn., 1986)

Effectiveness of making internal representations redundant in neural networks for solving optimization problems. - Itsuo Kumazawa (Syst. Comput. Jpn., 1990)

A learning scheme for bipartite recurrent networks and its performance. - Itsuo Kumazawa; Mitsuyoshi Fukuda (ANNES, 1993)

Single minimum method for combinatorial optimization problems and an efficient algorithm of TSP problem. - Dan Xu; Itsuo Kumazawa (ICNN, 1993)

Learning regular languages via recurrent higher-order neural networks. - Ken Tanaka; Itsuo Kumazawa (ICNN, 1996)

NLRFLA: A Supervised Learning Algorithm for the Development of Non-Linear Receptive Fields. - S. L. Funk; Itsuo Kumazawa; J. M. Kennedy (ICANNGA, 1997)

Computation of Weighted Sum by Physical Wave Properties - Coding Problems by Unit Positions. - Itsuo Kumazawa; Y. Kure (ICANNGA, 1997)

A cellular neural network framework for shape representation and matching. - Itsuo Kumazawa (KES, 1999)

Object Tracking with Shape Representation NetWork Using Color Information. - Yuki Matsuzawa; Itsuo Kumazawa (ICIP, 2000)

Coarse-to-Fine Object Tracking Using a Shape Representation Network with Continuous Parameters Determining Shape Details. - Yuki Matsuzawa; Itsuo Kumazawa (IJCNN (4), 2000)

Shape Matching and Extraction by an Array of Figure-and-Ground Classifiers. - Itsuo Kumazawa (Multiple Classifier Systems, 2000)

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

Target tracking by matching a shape represented by a tree of sigmoid function. - Itsuo Kumazawa (Pattern Recognit. Lett., 2000)

Affine Transformations of 3D Objects Represented with Neural Networks. - Emmanouil Piperakis; Itsuo Kumazawa (3DIM, 2001)

Region extraction method based on clustering along an object contour. - Yuki Matsuzawa; Itsuo Kumazawa; Toru Abe (ICIP (3), 2001)

3D Shape Reconstruction from Multiple Silhouettes: Generalization from Few Views by Neural Network Learning. - Itsuo Kumazawa; Masayoshi Ohno (IWVF, 2001)

Linear Constraints on Weight Representation for Generalized Learning of Multilayer Networks. - Masaki Ishii; Itsuo Kumazawa (Neural Comput., 2001)

3D object & light source representation with multi-layer feed-forward networks. - Emmanouil Piperakis; Itsuo Kumazawa; Piperakis Romanos (Neural Parallel Sci. Comput., 2001)

Analysis of shape from shading algorithms for fast and realistic 3D face reconstruction APCCAS2002. - Mohamad Ivan Fanany; Itsuo Kumazawa (APCCAS (2), 2002)

A scheme for reconstructing face from shading using smooth projected polygon representation NN. - Mohamad Ivan Fanany; Masayoshi Ohno; Itsuo Kumazawa (ICIP (2), 2002)

SA-Optimized Multiple View Smooth Polyhedron Representation NN. - Mohamad Ivan Fanany; Itsuo Kumazawa (Discovery Science, 2003)

Introduction of linear constraints on the weight representation of multilayer networks for generalization and application to character recognition. - Masaki Ishii; Itsuo Kumazawa (Syst. Comput. Jpn., 2003)

A Modified Nearest Neighbor Method for Image Reconstruction in Fluorescence Microscopy. - Koji Yano; Itsuo Kumazawa (ICIAR (2), 2004)

A Combinatorial Transparent Surface Modeling from Polarization Images. - Mohamad Ivan Fanany; Kiichi Kobayashi; Itsuo Kumazawa (IWCIA, 2004)

Evaluation of User-Friendliness of a Compact Input Device with Simple Tactile Feedback. - Itsuo Kumazawa (Smart Graphics, 2004)

Multiple-view shape extraction from shading as local regression by analytic NN scheme. - Mohamad Ivan Fanany; Itsuo Kumazawa (Math. Comput. Model., 2004)

A neural network for recovering 3D shape from erroneous and few depth maps of shaded images. - Mohamad Ivan Fanany; Itsuo Kumazawa (Pattern Recognit. Lett., 2004)

A neural network scheme for transparent surface modelling. - Mohamad Ivan Fanany; Itsuo Kumazawa; Kiichi Kobayashi (GRAPHITE, 2005)

Input Devices with Simple and Compact Haptic Feedback Mechanisms Driven by Finger Movement. - Itsuo Kumazawa (WHC, 2005)

A Neural Network for Simultaneously Reconstructing Transparent and Opaque Surfaces. - Mohamad Ivan Fanany; Itsuo Kumazawa (ICIAR (2), 2006)

Analytic Reconstruction of Transparent and Opaque Surfaces from Texture Images. - Mohamad Ivan Fanany; Itsuo Kumazawa (IbPRIA (2), 2007)

A finger attachment to generate tactile feedback and make 3D gesture detectable by touch panel sensor. - Itsuo Kumazawa (HAPTICS, 2010)

Haptic mouse with quick and flexible tactile feedback generated by double control loop. - Itsuo Kumazawa (RO-MAN, 2010)

Background Images Generation Based on the Nelder-Mead Simplex Algorithm Using the Eigenbackground Model. - Charles-Henri Quivy; Itsuo Kumazawa (ICIAR (1), 2011)

Guest Editorial Special Issue on Advances in Multimedia Computing, Communications and Applications. - Paisarn Muneesawang; Feng Wu 001; Itsuo Kumazawa; Kim-Hui Yap; Hong-Yuan Mark Liao (J. Signal Process. Syst., 2011)

"...It's Orange and Small, and White Stripes..." - Augmented-Reality System for Fish Species Identification in Aquariums. - Charles-Henri Quivy; Itsuo Kumazawa (PCM, 2012)

A robust image retrieval system for mobile guide applications. - Jimmy Addison Lee; Kin Choong Yow 001; Itsuo Kumazawa (Int. J. Intell. Syst., 2012)

Two-Handed Multi-finger String-Based Haptic Interface SPIDAR-8. - Katsuhito Akahane; Jungwoo Hyun; Itsuo Kumazawa; Makoto Sato (Multi-finger Haptic Interaction, 2013)

An actuated stage for a tablet computer: Generation of tactile feedback and communication using the motion of the whole tablet. - Itsuo Kumazawa; Ryo Koizumi (VR, 2013)

A flood mapping algorithm from cloud contaminated MODIS time-series data using a Markov random field model. - Teerasit Kasetkasem; Ponlapak Phuhinkong; Preesan Rakwatin; Thitiporn Chanwimaluang; Itsuo Kumazawa (IGARSS, 2014)

Occlusion-Robust Human Tracking with Integrated Multi-View Depth Imagery. - Kenichiro Fukushi; Itsuo Kumazawa (IEICE Trans. Inf. Syst., 2014)

Total generalized variation for graph signals. - Shunsuke Ono; Isao Yamada; Itsuo Kumazawa (ICASSP, 2015)

Various forms of tactile feedback displayed on the back of the tablet: Latency minimized by using audio signal to control actuators. - Itsuo Kumazawa; Kyohei Sugiyama; Tsukasa Hayashi; Yasuhiro Takatori; Shunsuke Ono (VR, 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. - Itsuo Kumazawa; Minori Takao; Yusuke Sasaki; Shunsuke Ono (VR, 2015)

Image restoration using a stochastic variant of the alternating direction method of multipliers. - Shunsuke Ono; Masao Yamagishi; Takamichi Miyata; Itsuo Kumazawa (ICASSP, 2016)

A novel land cover mapping algorithm based on random forest and Markov random field models. - Teerasit Kasetkasem; Panyanat Aonpong; Preesan Rakwatin; Thitiporn Chanwimaluang; Itsuo Kumazawa (IGARSS, 2016)

ANN approach for predicting economic trends based on electric energy consumption during natural disaster period. - Akanit Kwangkaew; Virach Sornlertlamvanich; Itsuo Kumazawa; Siriya Skolthanarat (KICSS, 2016)

A multi-modal interactive tablet with tactile feedback, rear and lateral operation for maximum front screen visibility. - Itsuo Kumazawa; Shu Yano; Souma Suzuki; Shunsuke Ono (VR, 2016)

Combined Use of Rear Touch Gestures and Facial Feature Detection to Achieve Single-Handed Navigation of Mobile Devices. - Yoshikazu Onuki; Itsuo Kumazawa (IEEE Trans. Hum. Mach. Syst., 2016)

Hyperspectral image restoration by Hybrid Spatio-Spectral Total Variation. - Saori Takeyama; Shunsuke Ono; Itsuo Kumazawa (ICASSP, 2017)

Measurement of 3D-velocity by high-frame-rate optical mouse sensors to extrapolate 3D position captured by a low-frame-rate stereo camera. - Itsuo Kumazawa; Toshihiro Kai; Yoshikazu Onuki; Shunsuke Ono (VR, 2017)

Tactile feedback enhanced with discharged elastic energy and its effectiveness for in-air key-press and swipe operations. - Itsuo Kumazawa; Souma Suzuki; Yoshikazu Onuki; Shunsuke Ono (VR, 2017)

Air cushion: A pilot study of the passive technique to mitigate simulator sickness by responding to vection. - Yoshikazu Onuki; Shunsuke Ono; Itsuo Kumazawa (VR, 2017)

Image Restoration with Multiple Hard Constraints on Data-Fidelity to Blurred/Noisy Image Pair. - Saori Takeyama; Shunsuke Ono; Itsuo Kumazawa (IEICE Trans. Inf. Syst., 2017)

Hyperspectral Pansharpening Using Noisy Panchromatic Image. - Saori Takeyama; Shunsuke Ono; Itsuo Kumazawa (APSIPA, 2018)

Robust and Effective Hyperspectral Pansharpening Using Spatio-Spectral Total Variation. - Saori Takeyama; Shunsuke Ono; Itsuo Kumazawa (ICASSP, 2018)

Hyperspectral and Multispectral Data Fusion by a Regularization Considering. - Saori Takeyama; Shunsuke Ono; Itsuo Kumazawa (ICASSP, 2019)

Mixed Noise Removal for Hyperspectral Images Using Hybrid Spatio-Spectral Total Variation. - Saori Takeyama; Shunsuke Ono; Itsuo Kumazawa (ICIP, 2019)

Reorient the Gazed Scene Towards the Center: Novel Virtual Turning Using Head and Gaze Motions and Blink. - Yoshikazu Onuki; Itsuo Kumazawa (VR, 2019)

Abstract Echo State Networks. - Christoph Walter Senn; Itsuo Kumazawa (ANNPR, 2020)

Removal of the Infrared Light Reflection of Eyeglass Using Multi-Channel CycleGAN Applied for the Gaze Estimation Images. - Yoshikazu Onuki; Kosei Kudo; Itsuo Kumazawa (VR Workshops, 2020)

A Constrained Convex Optimization Approach to Hyperspectral Image Restoration with Hybrid Spatio-Spectral Regularization. - Saori Takeyama; Shunsuke Ono; Itsuo Kumazawa (Remote. Sens., 2020)

Bouncing Seat: An Immersive Virtual Locomotion Interface with LSTM Based Body Gesture Estimation. - Yoshikazu Onuki; Itsuo Kumazawa (VR Workshops, 2022)

Improvement of Urinary Stone Segmentation Using GAN-Based Urinary Stones Inpainting Augmentation. - Wongsakorn Preedanan; Kenji Suzuki 001; Toshiaki Kondo; Masaki Kobayashi; Hajime Tanaka; Junichiro Ishioka; Yoh Matsuoka; Yasuhisa Fujii; Itsuo Kumazawa (IEEE Access, 2022)

Efficient Passenger Counting in Public Transport Based on Machine Learning. - Chonlakorn Wiboonsiriruk; Ekachai Phaisangittisagul; Chadchai Srisurangkul; Itsuo Kumazawa (TENCON, 2023)

Enhanced Removal of the Light Reflection of Eyeglass Using Multi-Channel CycleGAN with Difference Image Equivalency Loss. - Yoshikazu Onuki; Kosei Kudo; Itsuo Kumazawa (VR Workshops, 2023)

Improving Kidney Tumor Classification With Multi-Modal Medical Images Recovered Partially by Conditional CycleGAN. - Srisopitsawat Pavarut; Wongsakorn Preedanan; Itsuo Kumazawa; Kenji Suzuki 001; Masaki Kobayashi; Hajime Tanaka; Junichiro Ishioka; Yoh Matsuoka; Yasuhisa Fujii (IEEE Access, 2023)

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 001; Toshiaki Kondo; Masaki Kobayashi; Hajime Tanaka; Junichiro Ishioka; Yoh Matsuoka; Yasuhisa Fujii; Itsuo Kumazawa (IEEE Access, 2023)