Tokyo Institute of Technology - Kosugi Laboratory

This page lists only publications written in English. Refer to the Japanese webpage to get a complete list of publications.
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Journal Papers:
1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007

Conference Papers:
1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007

Book Chapters:
1994 1995 1996 1997 1998 1999 2000

2007

Journal Papers

S. T. Monteiro and Y. Kosugi, "Particle Swarms for Feature Extraction of Hyperspectral Data," IEICE Transactions on Information and Systems, Vol. E90-D, No.7, pp.1038-1046, 2007. | Online available

H. Akbari and Y. Kosugi, "Neural network blood vessel detection in laparoscopy," International Journal of Bioelectromagnetism, No.1, Vol.9, pp.124-125, 2007.

S. T. Monteiro, Y. Minekawa, Y. Kosugi, T. Akazawa, and K. Oda, "Prediction of Sweetness and Amino Acid Content in Soybean Crops from Hyperspectral Imagery," ISPRS Journal of Photogrammetry & Remote Sensing, 2007, v. 62, n. 1, pp. 2-12, 2007. | Online available

2007

Conference Papers

K. Uto and Y. Kosugi, "Self-Organizing Property of Nonlinear Mapping for Change Detection," Proc. of the 2007 IEEE International Geoscience and Remote Sensing Symposium, Barcelona, Spain, 2007.

S. T. Monteiro and Y. Kosugi, "A Particle Swarm Optimization-based Approach for Hyperspectral Band Selection, "Proc. of the 2007 IEEE Congress on Evolutionary Computation, pp. 3335-3340, Singapore, 2007.

Y. Minekawa, K. Oda and Y. Kosugi, "Data Mining Technique in Hyperspectral Remote Sensing," Proc. of 2nd Intl. Conf. of GIS and Remote Sensing in Hydrology, Water Resources and Environment, and 2nd Intl. Symp. on Flood Forecasting and Management with GIS and Remote Sensing, Guangzhou and Three Gorges, China, 2007.

T. Edanaga, K. Uto and Y. Kosugi, "Studies on the extraction of human images in and out of the water using Normalized Difference Human Index," Proc. of 2nd Intl. Conf. of GIS and Remote Sensing in Hydrology, Water Resources and Environment, and 2nd Intl. Symp. on Flood Forecasting and Management with GIS and Remote Sensing, Guangzhou and Three Gorges, China, 2007.

S. T. Monteiro and Y. Kosugi, "Applying particle swarm intelligence for feature selection of spectral imagery," Proc. of the 7 th International Conference on Intelligent Systems Design and Applications, pp. 933-938, Rio de Janeiro, Brazil, 2007.

2006

Journal Papers

S. T. Monteiro, K. Uto, Y. Kosugi, N. Kobayashi, and E. Watanabe, "Optimization of Infrared Spectral Manipulation for Surgical Visual Aid," Journal of Japan Society of Computer Aided Surgery, v. 8, n. 1, pp. 33-38, 2006. | Download PDF

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2006

Conference Papers

S. T. Monteiro, Y. Minekawa, Y. Kosugi, T. Akazawa, and K. Oda, Prediction of Sweetness and Nitrogen Content in Soybean Crops from High Resolution Hyperspectral Imagery, Proc. of the 2006 IEEE International Geoscience and Remote Sensing Symposium, vol. 5, pp. 2263-2266, Denver, Colorado, 2006. | Online available

K. Uto, Y. Imai and Y. Kosugi, Segmentation of High Resolution Satellite Images based on Spatial Pattern Dynamics Model, Proc. of the 2006 IEEE International Geoscience and Remote Sensing Symposium, Vol.6, pp.2814-2817, Denver, Colorado, 2006.

Y. Minekawa, T. Edanaga, K. Oda and Y. Kosugi, Development of a low-altitude hyperspectral imaging system for measuring ground truth in agricultural fields, Proc. of the 2006 IEEE International Geoscience and Remote Sensing Symposium, Vol.4, pp.2052-2055, Denver, Colorado, 2006.

N. Kosaka, Y. Minekawa, K. Uto, Y. Kosugi, K. Oda and G. Saito, Monitoring of Bachterial Pustule on Soybean by Neural Network Using Hyperspectral Data, Proc. of the 2006 IEEE International Geoscience and Remote Sensing Symposium, Vol.8, pp.3879-2882, Denver, Colorado, 2006.

S. T. Monteiro, Y. Minekawa, Y. Kosugi, T. Akazawa, and K. Oda, High Resolution Hyperspectral Imagery for Estimating Sweetness Content in Soybean Crops , Proceedings of the 2006 Institute of Electronics, Information and Communication Engineers General Conference, BS-6-13, SE-24, Tokyo, Japan, 2006. | Download PDF

S. Kakumoto, Y. Kosugi, M. Hatayama, M.-L. P. Bautista and T. Urayama : Implementation of Risk Adaptive Regional Management Information System based on Each Culture ; Proc. ASIAGIS2006, CDROM 15 pages (2006).

H. Akbari, Y. Kosugi, K. Kojima, T. Ohya, H. Akamatsu and N. Tanaka, Extraction of Artery and Vein Regions in Laparoscopic Images, Proc. CMBEC29, 2006.

H. Akbari, Y. Kosugi, K. Kojima, T. Ohya, H. Akamatsu and N. Tanaka, A New Technique for Laparascopic Image Segmentation and Blood Vessels Detection, 2006 Annual Conference of Japan Society of Computer Aided Surgery, pp. 105-106, 2006.

2005

Journal Papers

N. Kosaka, K. Uto and Y. Kosugi, "ICA-Aided Mixed-Pixel Analysis of Hyperspectral Data in Agricultural Land," IEEE Geoscience and Remote Sensing Letters, Vol.2, No.2, pp.220-224, 2005.

S. T. Monteiro, K. Uto, Y. Kosugi, N. Kobayashi, E. Watanabe and K. Kameyama, "Feature Extraction of Hyperspectral Data for under Spilled Blood Visualization Using Particle Swarm Optimization," International Journal of Bioelectromagnetism, Vol. 7, No. 1, pp. 232-235, 2005. | Online available

Conference Papers

M .Sakamoto, T.Doihara, Y.Kosugi and K.Uto : Change Detection of Damaged Buildings due to Earthquake by Nonlinear Mapping Method ; Proc. International Symposium on Digital Earth , Tokyo, 2005.

K.Uto, T.Yoshinaga, S.Hoshino, Y.Kosugi and S.Kakumoto : Development of Early Stage Image Acquisition System for Disaster Mitigation ; Proc. IGARSS2005 , 4-pages (CDROM) , Seoul, 2005.

S.Hoshino, N.Kosaka, K.Uto, Y.Minekawa, Y.Kosugi and G.Saito : Analysis of Salt-Damaged Paddy Field Using SPOT5 Satellite Images in Yamagata Prefecture ; Proc. IGARSS2005 , 4-pages (CDROM) , Seoul, 2005.

Y.Minekawa, K.Uto, N.Kosaka, Y.Kosugi, K.Oda, S.Mori, H.Ando, Y.Sasaki and G.Saito : Salt-Damaged Paddy Fields Analyses using High-Spatial-Resolution Hyperspectral Imaging System ; Proc. IGARSS2005 , 4-pages (CDROM) , Seoul, 2005.

T.Musha, T.Kurachi, N.Suzuki and Y.Kosugi : Mapping of Synaptic-Neuronal Impairment on the Brain Surface through Fluctuation Analysis ; Proc. ICNF2005 , 2005.

T.Musha, N.Suzuki, T.Kurachi and Y.Kosugi : EEG Z-Score Pattern Matching Diagnosis of AD ; Proc. Alzheimer's Association Int. Conf. on Prevention of Demential , 2005.

G.Saito, M.Hanayama, K.Osawa, Y.Kosugi, N.Kosaka, K.Oda, A.Imagawa, T.Urayama, and M.Sato : Development of Agricultural GIS Development on Shonai Area in Northeast Japan Using Satellite Data ; Proc. 26th Asian Conf. on Remote Sensing , Hanoi, 2005.

S. T. Monteiro, H. Nakamoto, H. Ogawa, and N. Matsuhira, Robust mobile robot map building using sonar and vision, Proc. JSME Conference on Robotics and Mechatronics, 2P1-N-052, pp. 1-4, Kobe, Japan, 2005. | Download PDF

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2004

Journal Papers

Yukio Kosugi, Mitsuteru Sakamoto, Munenori Fukunishi, Wei Lu, Takeshi Doihara and Shigeru Kakumoto : Urban Change Detection Related to Earthquake Using An Adaptive Nonlinear Mapping of High-Resolution Images ; IEEE Geoscience and Remote Sensing Letters (2004)

Noriyuki Take and Yukio Kosugi : Elucidation of causal relationships for multi-sourced activities in the human brain by directed transinformation between time series of equivalent dipoles ; Journal of Neural Engineering , vol.1, No.1, pp.55-62 (2004)

Iren Valova, Natacha Gueorguieva and Yukio Kosugi : An oscillation-driven neural network for the simulation of an olfactory system ; Neural Computation & Applications , Vol.13, No.1, pp.65-79 (2004)

Conference Papers

M.Sakamoto, O.Uchida, T.Doihara and Y.Kosugi : Detection of Collapsed Buildings Due to Earthquake in Urban Areas ; Proc.ISPRS2004 , ( Istanbul, July 2004 )

Monteiro, S. T., Kosugi, Y., Uto, K., Watanabe, E. Towards Applying hyperspectral Imagery as an Intraoperative Visual Aid Tool, Proc. 4th VIIP, Marbella, Spain, 2004, pp.483-488 | Online available

M.Sakamoto, Y.Takasago, K.Uto, T.Doihara, S.Kakumoto and Y.Kosugi : Automatic Detection of Damaged Area of Iran Earthquake by High-Resolution Satellite Imagery ; Proc.IGARSS2004 , (Alaska, 2004)

K.Uto, N.Kosaka and Y.Kosugi : Synthesis and Analysis of Periodically Distributed Satellite Image Components by Independent Component Analysis ; Proc.IGARSS2004 , (Alaska, 2004)

Monteiro, S. T., Kosugi, Y., Uto, K., Watanabe, E. Towards a Surgical Tool Using Hyperspectral Imagery as Visual Aid, Proc. AMI-ARCS'04, Rennes, France, 2004, pp.97-103. | Online available

Yohei Minekawa, Kuniaki Uto, Yukio Kosugi and Kunio Oda : Development of crane-mounted hyperspectral imagery system for stable analysis of paddy field; Proc. ISRS 2004, (Jeju, 2004)| Downlad PDF

2003

Journal Papers

Kuniaki Uto, Keiichi Hibi, Yukio Kosugi : Extraction of Movement-Related Potentials from EEG Based on DT-Aided Independent Component Analysis ; IEICE Trans. on Information and Systems , Vol.E86-D, No.8, pp.1464-1469 (2003)

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Conference Papers

Masanori Nakamura, Mitsuteru Sakamoto, Shigeru Kakumoto and Yukio Kosugi : Stabilizing the Accuracy of Change Detection from Geographic Images by Multi-leveled Exploration and Selective Smoothing ; Proc.GIS2003 , (Vancouver, 2003)

Naoko Kosaka and Yukio Kosugi : ICA Aided Linear Spectral Mixture Analysis of Agricultural Remote Sensing Images ; Proc. Fourth International Symposium on Independent Component Analysis and Blind Signal Separation , pp.221-226 (2003)

Yukio Kosugi, Kuniaki Uto, Ryoh Hagiwara, Naoko Kosaka, Atushi Abe, Masashi Kameyama and Toshimitu Momose : Neural Network for Cerebral Diagnosis Using PET and SPECT ; Proc.IEEE EMBS APBME2003 , (2003)

Masao Shimozato, Naoko Kosaka, Kuniaki Uto and Yukio Kosugi : Equipments Evaluating the ICA-Aided Multi-Spectral and Hyperspectral Vegetation Monitoring of Agricultural Land ; Proc.ISPRS Commision, VII WG6 International Workshop on Monitoring/ Modeling Global Environmental Change , (Kyoto, 2003)

Naoko Kosaka, Masao Shimozato, Kuniaki Uto and Yukio Kosugi : Linear Mixel Analysis of Hyperspectral Data for Vegetation Monitoring ; Proc.ISPRS Commission VII WG6 International Workshop on Monitoring/ Modeling Global Environmental Change , (Kyoto, 2003)

Naoko Kosaka, Masao Shimozato, Kuniaki Uto and Yukio Kosugi : Independent Component Analysis of Periodically Distributed Hyperspectral Mixel Data for Vegetation Monitoring ; Proc.ISPRS Commission VII WG6 International Workshop on Monitoring/ Modeling Global Environmental Change , (Kyoto, 2003)

Naoko Kosaka, Masao Shimozato, Kuniaki Uto and Yukio Kosugi : Independent Component Analysis of Mixels in Agricultural Land Using An Airbone Hyperspectral Sensor Image ; Proc. ACRS 2003 ISRS , (Busan, 2003)

Masao Shimozato, Naoko Kosaka, Kuniaki Uto and Yukio Kosugi : Evaluating Apparatus for the ICA-Aided Mixel Analysis of Periodical Hyperspectral Images ; Proc. ACRS 2003 ISRS , (Busan, 2003)

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2002

Journal Papers

Keisuke Kameyama, Kazuo Toraichi and Yukio Kosugi : Constructive Relaxation Matching Involving Dynamical Model Switching and its Application to Shape Matching ; International Journal of Image and Graphics(World scientific), Special issue on soft computing in image processing , Vol.2, No.4, pp.655-668 (2002)

Tahseen Ejaz, Tadashi Takemae, Yukio Kosugi and Minoru Hongo : The high zero-flow pressure phenomenon in coronary circulation ; A simulation study Frontiers of Medical and Biological Engineering , Vol.14, (2002)

Kosugi Yukio, Mikami Naoto and Kakumoto Shigeru: Development of Image-Processing Technologies for Obtaining Geographic Information and Representing Temporal-Spatial Information, in Report of China-Japan Joint Research on the Spatial-Temporal Information System Framework for Environmental Conservation and Disaster Prevention ; Technical Report of the Geographical Survey Institute , E1-No.275-2, pp.67-72 (2002)

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Conference Papers

M.Sakamoto, W.Lu and Yukio Kosugi : Enhanced Multi-Cluster ANN for Stereo Matching ; Proc. ISPRS Commission V Symp. 2002 , Vol.XXXIV, Part 5, Commission V, pp.84-89 (Greece 2002)

Keisuke Kameyama, Kazuo Toraichi and Yukio Kosugi : Relaxation with Model Switching and its application to shape matching ; Proc. IJCNN'02 , pp.1564-1569 (2002)

Noriyuki Take, Yukio Kosugi and Toshimitsu Musha : Three- Dimensional Display for Multi-Sourced Activities and their Relations in the Human Brain by Information Flow between Estimated Dipoles ; Proc. MICCAI2002 , part II, pp.93-100 (Tokyo 2002)

Shigeru Kakumoto, Koji Yoshikawa and Yukio Kosugi : Spatial temporal information processing of built environment ; Proceedings The Second International Science Forum on Recent Advances in Architecture & Building Technology , CD-ROM (2002)

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2001

Journal Papers

Yukio Kosugi, Naoko Uemoto, Yuhei Hayashi and Bin He : Estimation of Intra-Cranial Neural Activities by Means of Regularized Neural-Network-Based Inversion Techniques ; Neurological Research , Vol.23, pp.435-446 (2001)

Tahseen Ejaz, Tadashi Takemae, Yukio Kosugi, Minoru Hongo : Simulation Studies of the Ischemic Vulnerability of the Subendocardium ; Frontiers of Medical and Bilogical Engineering , Vol.11, No.2, pp.103-115 (2001)

Hiroyuki Aoki, Eiju Watanabe, Atsushi Nagata, Yukio Kosugi : Rotation-Invariant Image Association for Endoscopic Positional Identification Using Complex-Valued Associative Memories ; in Jose Mira and Alberto Prieto (Eds.), Bio-Inspired Applications of Connectionism , pp.369-376, Springer-Verlag (2001)

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Conference Papers

Yukio Kosugi, Yuri Nojima and Kuniaki Uto : Coincidence Enhancement As A Brain-like Information Processing Principle Applicable to The Adaptive Nonlinear Mapping of Images ; IProc. SCI2001/ISAS2001 , Vol.X, pp.331-336 Orlando (2001)

Mitsuteru Sakamoto, Wei Lu, Pingtao Wang, Yukio Kosugi : A New Stereo Matching Approach Using Edges and Nonlinear Matching Process Objected for Urban Area ; Proc. 3rd ISPRS Workshop on Dynamics and Multi-Dimensional GIS , pp.248-253, Bangkok (2001)

Yukio Kosugi, Munenori Fukunishi, Mitsuteru Sakamoto, Wei Lu, Takeshi Doihara : Detection of Sheer Changes in Aerial Photo Images Using An Adaptive Nonlinear Mapping ; Proc. 3rd ISPRS Workshop on Dynamics and Multi-Dimensional GIS , pp.145-146, Bangkok (2001)

Hiroyuki Aoki, Yukio Kosugi : Image Guided Positioning by Using a Complex-Valued Associative Memory for Intelligent Navigation Systems ; Proc. IEEE Intelligent Vehicles Symposium 2001 , pp.141-144 (Tokyo, May 2001)

K. Kameyama, K. Toraichi and Y. Kosugi : A Note on Shape Matching using a Constructive Relaxation Method ; Proc. 2001 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing , Vol.I, pp.267-270 (Victoria, Canada 2001)

Iren Valove, Natacha Georgieva and Yukio Kosugi : Modeling of The Odor Information Processing in the Mammalian Brain ; Proc. IJCNN 2001 , pp.1126-1131 (Washington, 2001)

Hiroyuki Aoki, Yukio Kosugi : Complex-Valued Associative Memory Storing Grayscale Images with Attribute Information Attached ; Proc. KES2001 , Part I, pp.561-565 (Osaka, Sep. 2001)

Kuniaki Uto, keiichi Hibi, Yukio Kosugi : Real-Time Extraction of Readiness-Potentials from EEG ; Proc. EMBC2001 , #710 CD-ROM, 4pages, (Istanbul, 2001)

Take Noriyuki, Yukio Kosugi, Toshimitsu Musha : Estimation of Bidirectional Information Flow in the Human Brain from Evoked Potentials by use of Dipole Tracing Method ; Proc. EMBC2001 , #835 CD-ROM, 4pages, (Istanbul, 2001)

Yuri Nojima and Yukio Kosugi : Using the Multi Potential Method Applicable to the Adaptive Nonlinear Mapping of Medical Images ; Proc. EMBC2001 , #465 CD-ROM, 4pages, (Istanbul, 2001)

Mitsuteru Sakamoto, Yukio Kosugi, Masanori Nakamura, Takeshi Doihara : Change Detection of Geographical Features with An Adaptive Nonlinear Mapping Process ; Proc. LUCC2001 , Session 5, R8, CD-ROM, 7pages, (Tokyo, 2001)

Naoto Mikami and Yukio Kosugi : A Mutual Region Growing Method for Land Cover Classification Problems ; Proc. LUCC2001 , Session 5, R9, CD-ROM, 7pages, (Tokyo, 2001)

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2000

Journal Papers

Iren Valova and Yukio Kosugi : Hadamard-Based Image Decomposition and Compression ; IEEE Trans. on Information Technology in Biomedicine , Vol.4, No.4, pp.306-319 (2000)

Hiroyuki Aoki and Yukio Kosugi : Image Association Using a Complex-Valued
Associative Memory Model ; IEICE Transactions , Vol.E83-A, pp.1824-1832 (2000)

Y.Hayashi, Y.Kosugi and B.He : A Network Inversion Technique for Estimating Equivalent Dipole Description of Visual Evoked Potential ; Method of Information in Medicine Vol.39 , pp.134-137 (2000)

Tahseen Ejaz, Tadashi Takemae, Yukio Kosugi, Shinichi Okubo, Minoru Hongo : An Electronic Model of Coronary Vessel and Dynamic Simulation of Left Coronary Circulation ; IEICE Transactions , Vol.E83-D, No.9, pp.1805-1813 (2000)

R. Murat Demirer, Yukio Kosugi and H.Ozcan. Gulcur : The Determination of the Evoked Potential Generating Mechanism Based on Radial Basis Neural Network Model ; IEICE Transactions , Vol.E83-D, No.9 pp.1819-1823 (2000)

Conference Papers

Yukio Kosugi, Plamen Tchimev, Munenori Fukunishi, Shigeru Kakumoto and Takeshi Doihara : An Adaptive Nonlinear Mapping Technique for Extracting Geographical Changes ; Proc.GIS2000 /CD-ROM;4pages (2000)

Book Chapters

Publication written in Japanese. Reference available in the Japanese homepage.

1999

Journal Papers

Kazahiro Matsui, Yusuke Suganami and Yukio Kosugi : Feature Selection by Genetic Algorithm for MRI Segmentation , Systems and Computers in Japan , Vol.30, No.7 69-78; (1999)

Keisuke Kameyama and Yukio Kosugi: Neural Network Model Switching for Efficient Feature Extraction; IEICE Trans. Information and Systems, Vol.E82-D, No. 10, pp.1372-1383 (1999)

Conference Papers

Y. Hayashi, Y. Kosugi, B. He : A Network Inversion Technique for Estimating Equivalent Dipole Description of Visual Evoked Potential , Proceedings of the 3rd International workshop on Biosignal Interpretation, 79-82, CHICAGO, USA, June 12-14, (1999) | Download PDF

Iren Valova, Yukio Kosugi : Modeling Higher Level Processing Functions Inherent to the Human Brain , Proc. IJCNN'99 , (1999) | Download PDF

Keisuke Kameyama, Yukio Kosugi : Semiconductor Defect Classification using Hyperellipsoid Clustering Neural Networks and Model Switching , Proc. IJCNN'99 , (1999) | Download PDF

1998

Journal Papers

Iren Valova, Yusuke Suganami and Yukio Kosugi : Conditional-Class Entropy-Based Segmentation of Brain MR Images on a Neural Tree Classifier ; IEICE Trans. on Information and Systems , E81-D 4 382-390 (1998) | Download PDF

Kazuhiro Matsui and Yukio Kosugi : The Effect of Regularization with Macroscopic Fitmess in a Genetic Approach to Elastic Image Mapping ; IEICE Transactions on Information and Systems , E81-D 5 472-478 (1998)

Conference Papers

Kuniaki Uto and Yukio Kosugi : Acquistion of the Unique Solution Based on Spline Network ; Proc.IJCNN '98 , 349-352 (1998) | Download PDF

Keisuke Kameyama and Yukio Kosugi : Model Switching by Channel Fusion for Network Pruning and Efficient Feature Extraction ; Proc. IJCNN '98 , 1861-1866 (1998) | Download PDF

Takehiko Ogawa, Yukio Kosugi and Hajime Kanada : Neural Network Based Solution to Inverse Problems ; Proc. IJCNN '98 , 2471-2476 (1998) | Download PDF

Takehiko Ogawa, Yukio Kosugi and Shigeru Yoshizawa : Prediction of Economic Indicators by Answer-in-Weights Neural Network for Time Series Analysis ; Proc. Int. Conf. on Neural Networks and Their Applications , 39-42 (1998)

Iren Valova and Yukio Kosugi : Neural-Network-Based Compression Algorithm for Gray Scale Images ; Proc. IEEE Int'1 Joint Symp. on Intelligence and Systems , 422-428 (1998)

Takehiko Ogawa, Yukio Kosugi and Hajime Kaneda : Regularization of Ill-posed Inverse Problems by Answer - in - Weights Neural Network ; Proc. 5th Int'l Conf. on Control , Automation , Robotics and Vision , 932-936 Singapore ; (1998)

Kuniaki Uto and Yukio Kosugi : Acquisition of the Unique Spline Network , Proc. IJCNN'98 , 349 - 352 Alaska ; (1998)

Iren Valova and Yukio Kosugi : Hadamard Transform - Based Coding for Gray Scale Images , Proc. IEEE Int'l Conf. on Information Processing Systems , 358 - 362 Australia ; (1998)

Takehiko Ogawa , Yukio Kosugi and Shigeru Yoshizawa : Prediction of Economic Indicators by Answer - in Weights , Neural Neural Networks and Their Applications , 39-42 Marseille;
(1998)

1997

Journal Papers

Masaru KATO, Takuso SATO, Keisuke KAMEYAMA and Yukio KOSUGI : Spatial Localization of Stress-Perturbing Wave Generated by an Electromagnetic Acoustic Transducer ; IEEE Trans. on Ultrasonics, Ferroelectrics, and Frequency Control , 44 , [5] 1132-1139 (1997)

Keisuke KAMEYAMA, Kenzo MORI and Yukio KOSUGI : Texture Segmentation Using a Kernel Modifying Neural Network ; IEICE Trans. on Inf. & Sys. , E-80D [11] 1092-1101 (1997)

Y.KOSUGI, M.SASE, Y.SUGANAMI, N.UEMOTO, T.MOMOSE and J.NISHIKAWA : Neural Network-Based PET Image Reconstruction ; Methods of Information in Medicine , 36 (1997)

Conference Papers

Keisuke KAMEYAMA, Kenzo MORI and Yukio KOSUGI : A Neural Network Incorporating Adaptive Gabor Filters for Image Texture Classification ; Proc. 1997 International Conf. on Neural Networks (Houston), 3 , 1523-1528 (1997)

Iren VALOVA and Yukio KOSUGI : Neural Trees for Image Segmentaion ; Proc. Int. Conf. on Neural Networks , 1629-1633 (1997)

Y.KOSUGI, N.UEMOTO, K.MATSUI, I.VALOVA , et al. : Why and How to Segment the Brain MR Images for the Multimodal Cortical Activity Studies ; 1-st Int. Workshop on Advanced Signal Processing for Medical MRI-MRS Collection of Papers , Ses.5, 1-4 (1997)

Keisuke KAMEYAMA and Yukio KOSUGI : Spectral and Bispectral Feature Extraction Neural Network for Texture Classification ; Proc. SPIE, Statistical and Stochastic Methods in Image Processing II , 3167 , 93-103 (1997)

Iren VALOVA and Yukio KOSUGI : Tree-like Neural Network for Pattern Classification and Image Segmentation ; Proc. Int. Conf. on Applications of Digital Image Processing , 512-523 (1997)

Iren VALOVA and Yukio KOSUGI : MR Brain Image Classification by Multimodal Perceptron Tree Neural Network ; Proc. Int. Conf. on Neural Networks for Signal Processing , 189-198 (1997)

1996

Journal Papers

Takehiko OGAWA, Keisuke KAMEYAMA, Roman KUC, Yukio KOSUGI : S ource Localization with Network Inversion Using an Answer-in-Weights Scheme ; IEICE Transactions on Information and Systems , E79-D [5] 608-619 (1996)

Kazuhiro MATSUI, Yukio KOSUGI : An Analysis on Genetic Algotithms Using Markov Processes with Rewards ; Proc. 1996 IEEE Signal Processing Society Workshop on Neural Networks for Signal Processing , 129-138 (1996)

Conference Papers

Yukio KOSUGI, Yusuke SUGANAMI, Naoko UEMOTO, Keisuke KAMEYAMA, Mikiya SASE, Toshimitsu MOMOSE, Junichi NISHIKAWA : CCE-Based Index Selection for Neuro Assisted MR-Image Segmentation ; Proc. IEEE 1996 International Conference on Image Processing , 249-252 (1996)

Yukio KOSUGI, Mikiya SASE, Yusuke SUGANAMI, Naoko UEMOTO, Toshimitsu MOMOSE, Junichi NISHIKAWA : Neural Network Based PET Image Reconstruction ; Proc. 2nd IFMBE-IMIA International Workshop on Biosignal Interpretation , 163-166 (1996)

Iren Todorova VALOVA, Yukio Kosugi : Parallel Computer Implementation for Feature Extraction via Answer-in-Weights Neural Network ; Proc. The 9th International Conference on Industrial & Engineering Applications of Artificial Intelligence & Expert Systems , 799 (1996)

Iren VALOVA, Yukio Kosugi : Parallel Answer-in-Weights Neural Network Implementation for Image Processing; Proc. 1996 IEEE Signal Processing Society Workshop on Neural Networks for Signal Processing , 569-578 (1996)

Book Chapters

Y.KOSUGI, M.SASE, Y.SUGANAMI, T.MOMOSE, J.NISHIKAWA : Dissolution of Partial Volume Effect in PET by an Inversion Technique with the MR-Embedded Neural Network Model ; in R.Mayers et al. (Eds.), Quantification of Brain Function Using PET (Chap.32), Academic Press (1996)

1995

Journal Papers

Iren VALOVA, Keisuke KAMEYAMA and Yukio KOSUGI : Image Decomposition by Answer-in Weights Neural Network ; IEICE Transactions on Information and Systems , E78-D [9] 1221-1224 (1995) | Download PDF

Yukio KOSUGI, Mikiya SASE, Yusuke SUGANAMI, Tohimitsu MOMOSE and Junichi NISHIKAWA : Dissolution of Partial Volume Effect in PET by an Inversion Technique with the MR-embedded Neural Network Model ; Proc. The 2nd International Meeting on Quantification of Brain Function , S35 (1995)

Conference Papers

Publication written in Japanese. Reference available in the Japanese homepage.

Book Chapters

Publication written in Japanese. Reference available in the Japanese homepage.

1994

Journal Papers

Jun TAKEUCHI, Yukio KOSUGI : Neural Network Representation of Finite Element Method ; Neural Networks 7 [2] 389-395 (1994) | Download PDF

Conference Papers

Jun TAKEUCHI, Yukio KOSUGI : Neuro-computational Approach to the FEM based Electrical Impedance Tomography Problems ; Proceedings of 1994 IEEE Inter. Conf. on Systems, Man and Cybernetics 2284-2289 (1994)

Takehiko OGAWA, Mikiya SASE, Yukio KOSUGI : Nerve Bundle Localization with Evoked Potentials Using A New Network-Inversion Technique ; Proceedings of the 16th Annual Inter. Conf. of the IEEE Eng. in Midicine and Biology Society 1101-1102 (1994)

Kazuhiro MATSUI, Mikiya SASE, Yukio KOSUGI : Medical Image Mapping Using Collaborative Genetic Algorithm ; Proceedings of the IEEE Eng. in Medicine and Biology Society 16th Annual Inter. Conf. 612-613 (1994)

Mikiya SASE, Naoyuki KINOSHITA, Yukio KOSUGI : A Neural Network for Fusing the MR Information into PET Images to Improve Spatial Resolution ; Proc. First IEEE Inter. Conf. on Image Processing WP8.05 (1994)

Book Chapters

Eiju WATANABE, Yukio KOSUGI : I nteroperative Neuronavigator System in Neurosurgery and Computer Surgery ; in T.Fujino (Ed) Simulation and Computer Aided Surgery (Chap.19) 157-162 Wiley (1994)

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