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Adaptive millimeter-wave security imaging based on complex-valued neural networks

Research Project

Project/Area Number 21300089
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Sensitivity informatics/Soft computing
Research InstitutionThe University of Tokyo

Principal Investigator

HIROSE Akira  東京大学, 大学院・工学系研究科, 教授 (70199115)

Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥18,070,000 (Direct Cost: ¥13,900,000、Indirect Cost: ¥4,170,000)
Fiscal Year 2011: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Fiscal Year 2010: ¥7,020,000 (Direct Cost: ¥5,400,000、Indirect Cost: ¥1,620,000)
Fiscal Year 2009: ¥8,320,000 (Direct Cost: ¥6,400,000、Indirect Cost: ¥1,920,000)
Keywordsミリ波セキュリティ・イメージング / ニューラルネットワーク / 複素自己組織化マップ / アレイ・アンテナ / ミリ波 / セキュリティ / イメージング / センサ / 画像処理 / アンテナ / 複素ニューラルネットワーク / テロ対策 / ミリ波イメージング / 自己組織化マップ
Research Abstract

In this project, we made the following three achievements.(1) We proposed a new(complex-valued) self-organizing map(CSOM) architecture, namely CSOM, in which the SOM dynamics is modulated in accordance with the mutual information, resulting in organic integration of multi-modal information, i. e., spatial-and frequency-domain texture information in the present millimeter-wave imaging system case.(2) We constructed an eight-element one-dimensional millimeter-wave linearly-tapered-slot antenna(LTSA) array, directly connected to parallel front-end circuit to realize the envelope phase detection(EPD), resulting in spatial parallelism of the system's front-end.(3) We evaluated the system consisting of(1) and(2), and found that the CSOM yields successful visualization output even for seemingly almost random raw observation data.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (157 results)

All 2012 2011 2010 2009 Other

All Journal Article (59 results) (of which Peer Reviewed: 55 results) Presentation (82 results) Book (12 results) Remarks (4 results)

  • [Journal Article] 複素ニューラルネットワークの応用における新展開2012

    • Author(s)
      廣瀬明
    • Journal Title

      計測と制御

      Volume: Vol.51, No.04 Pages: 351-357

    • NAID

      10030596823

    • URL

      http://www.sice.or.jp/~journal/moku51-04.html

    • Related Report
      2011 Annual Research Report 2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Generalization Characteristics of Complex-valued Feed_forward Neural Networks in Relation to Signal Coherence2012

    • Author(s)
      A. Hirose, S. Yoshida
    • Journal Title

      IEEET rans on Neural Network and Learning Systems

      Volume: Vil. 23 Issue: 4 Pages: 541-551

    • DOI

      10.1109/tnnls.2012.2183613

    • Related Report
      2011 Annual Research Report 2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Improvement of ALOS Interferogram Quality by Use of The Local Co-registration Method Using Singular Point and Amplitude Information2012

    • Author(s)
      R.Natsuaki, A.Hirose
    • Journal Title

      International Geoscience and Remote Sensing Symposium (IGARSS) 2012

      Volume: Proc.(印刷中)(掲載確定)

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Landmine visualization system utilizing multiple complex-valued SOMs to integrate multimodal information2012

    • Author(s)
      A.Ejiri, A.Hirose
    • Journal Title

      International Geoscience and Remote Sensing Symposium (IGARSS) 2012

      Volume: Proc.(印刷中)(掲載確定)

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Errors in channel prediction based on linear prediction in frequency domain-Combination of time-domain and frequency-domain techniques-2011

    • Author(s)
      S. Ozawa, S. Tan, A. Hirose
    • Journal Title

      URSI Radio Science Bulletin

      Volume: Vol.337, 2011 Pages: 25-29

    • URL

      http://www.ursi.org/files/RSBissues/RSB_337_2011_06.pdf

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Nature of complex numberand complex-valued neural networks2011

    • Author(s)
      Akira Hirose
    • Journal Title

      Frontiers of Electrical and Electronic Engineering in China

      Volume: Vol.6 Issue: 1 Pages: 171-180

    • DOI

      10.1007/s11460-011-0125-3

    • Related Report
      2011 Annual Research Report 2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] SPEC method-A fine coregistration method for SAR interferogram2011

    • Author(s)
      R. Natsuaki and A. Hirose
    • Journal Title

      IEEE Transactions on Geoscience and Remote Sensing

      Volume: Vol.49 Issue: 1 Pages: 28-37

    • DOI

      10.1109/tgrs.2010.2057435

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 複素ニューラルネットワーク(特集解説)2011

    • Author(s)
      廣瀬明
    • Journal Title

      電気学会論文誌C

      Volume: VOl. 131, No.1 Pages: 2-8

    • URL

      https://www.jstage.jst.go.jp/browse/ieejeiss/131/1/_contents/-char/ja/

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] High-Sensitivity Millimeter-Wave Imaging Front-End Using a Low-Impeadance Tapered Slot Antenna2011

    • Author(s)
      D.Radenamad, T.Aoyagi, A.Hirose
    • Journal Title

      IEEE Transactions on Antennas and Propagation

      Volume: 59 Issue: 12 Pages: 4868-4872

    • DOI

      10.1109/tap.2011.2165504

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Taper-walled linearly tapered slot antenna2011

    • Author(s)
      Y.Nakano, A.Hirose
    • Journal Title

      IEEE Journal of Selected Topics in Applied Earth Obervations and Remote Sensing

      Volume: Vol.4 Issue: 4 Pages: 779-784

    • DOI

      10.1109/jstars.2011.2106482

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Errors in channel prediction based on linear prediction in frequency domain2011

    • Author(s)
      S.Ozawa, S.Tan, A.Hirose
    • Journal Title

      URSI Radio Science Bulletin

      Volume: 337 Pages: 25-29

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Comparison of Complex- and Real-Valued Feedforward Neural Networks in Their Generalization Ability2011

    • Author(s)
      A.Hirose, S.Yoshida
    • Journal Title

      Int'l Conference on Neural Information Processing (TCONIP) 2011

      Volume: Proc. Pages: 526-531

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Circular Property in Complex-Valued Correlation Learning Observed in CMRF-Based Singular Unit Restoration for Phase Unwrapping2011

    • Author(s)
      A.Hirose, R.Natsuaki
    • Journal Title

      Int'l Workshop on Intelligence Science and Intelligent Data Engineering (ISciDE) 2011 Xi'an

      Volume: Proc. Pages: 4-4

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Synthesis of two-dimensional fractional Brownian motion via circulant embedding2011

    • Author(s)
      D.Danudirdjo, A.Hirose
    • Journal Title

      IEEE International Conference on Image Processing (ICIP) 2011 Brussels

      Volume: Proc. Pages: 1109-1112

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Complex-valued neural networks in remote sensing and imaging2011

    • Author(s)
      Akira Hirose
    • Journal Title

      International Geoscience and Remote Sensing Symposium (IGARSS) 2011 Vancouver

      Volume: Proc.

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Local, Fine Co-Registration of SAR Interferometry Using the Number of Singular Points for the Evaluation2011

    • Author(s)
      R.Natsuaki, A.Hirose
    • Journal Title

      International Geoscience and Remote Sensing Symposium (IGARSS) 2011 Vancouver

      Volume: Proc.

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Taper-walled linearly tapered slot antenna2011

    • Author(s)
      Y.Nakano, A.Hirose
    • Journal Title

      IEEE Journal of Selected Topics in Earth Obervations and Remote Sensing

      Volume: Vol.49 Pages: 779-784

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Nature of complex number and comlex-valued neural networks2011

    • Author(s)
      Akira Hirose
    • Journal Title

      Frontiers of Electrical and Electronic Engineering in China

      Volume: Vol.6(invited) Pages: 171-180

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] SPEC method-A fine co-registration method for SAR interferogram2011

    • Author(s)
      R.Natsuaki, A.Hirose
    • Journal Title

      IEEE Transactions on Geoscience and Remote Sensing

      Volume: Vol.49 Pages: 28-37

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 複素ニューラルネットワーク2011

    • Author(s)
      廣瀬明
    • Journal Title

      電気学会論文誌C

      Volume: Vol.131(特集解説) Pages: 2-8

    • NAID

      10027636414

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Adaptive identification of landmine class by evaluating the total degree of conformity of ring-CSOM2010

    • Author(s)
      Y. Nakano and A. Hirose
    • Journal Title

      Australian Journal of Intelligent Information Processing Systems

      Volume: Vol.12 Pages: 23-28

    • URL

      http://cs.anu.edu.au/ojs/index.php/ajiips/article/view/1128

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Blood Vessel Segmentation in Complex-Valued Magnetic Resonance Images with Snake Active Contour Model2010

    • Author(s)
      A. Handayani, A. B. Suksmono, T. L. R. Mengko, A. Hirose
    • Journal Title

      International Journal of E-Health and Medical Communications

      Volume: Vol.1 Issue: 1 Pages: 41-52

    • DOI

      10.4018/jehmc.2010010104

    • Related Report
      2011 Final Research Report 2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Ultrasonic Imaging for Boundary Shape Generation by Phase Unwrapping with Singular-Point Elimination Based on Complex-Valued Markov Random Field Model2010

    • Author(s)
      T. Nishino, R. Yamaki, A. Hirose
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E93-A Issue: 1 Pages: 219-226

    • DOI

      10.1587/transfun.E93.A.219

    • NAID

      10026862678

    • ISSN
      0916-8508, 1745-1337
    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Adaptive identification of landmine class by evaluating the total degree of conformity of ring-SOM2010

    • Author(s)
      Y.Nakano, A.Hirose
    • Journal Title

      Australian Journal of Intelligent Information Processing Systems

      Volume: Vol.12 Pages: 23-28

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Low impedance bulk LTSA2010

    • Author(s)
      D.Radenamad, T.Aoyagi, A.Hirose
    • Journal Title

      Electronics Letters

      Volume: Vol.46 Pages: 882-883

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Ultrasonic imaging for boundary shape generation by phase unwrapping with singular-point elimination based on complex-valued Markov random field model2010

    • Author(s)
      T.Nishino, R.Yamaki, A.Hirose
    • Journal Title

      IEICE Trans.on Fundamentals

      Volume: Vol.E93-A Pages: 219-226

    • NAID

      10026862678

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Planar wideband adaptive antenna consisting of radially arrayed multiple taper-slot antenna elements having wide fins2010

    • Author(s)
      T.Baba, A.Hirose
    • Journal Title

      Asia-Pacific Microwave Conference (APMC 2010)

      Volume: Proc. Pages: 738-741

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Experimental Evaluation of Channel Prediction Based on Linear Prediction of Frequency-Domain Parameters2010

    • Author(s)
      S.Ozawa, S.Tan, A.Hirose
    • Journal Title

      Asia-Pacific Microwave Conference (APMC 2010)

      Volume: Proc. Pages: 1280-1283

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Two-element particle isolator to reduce mutual coupling in rod-antenna arrays2010

    • Author(s)
      S.Werner, L.Vietzorreck, A.Hirose
    • Journal Title

      Asia-Pacific Microwave Conference (APMC 2010)

      Volume: Proc. Pages: 1581-1584

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Ground penetrating radar system with integration of mutimodal information based on mutual information among multiple self-organizing maps2010

    • Author(s)
      A.Hirose, A.Ejiri, K.Kitahara
    • Journal Title

      Int'l Conf.on Neural Inform.Processing (ICONIP 2010)

      Volume: Proc. Pages: 415-422

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimization of Microstrip-to-slot Transition for Ultra-wideband Bulk LTSA2010

    • Author(s)
      D.Radenamad, A.Hirose
    • Journal Title

      Int'l Conf.on Antennas and Propagation (ISAP 2010)

      Volume: Proc. Pages: 122-122

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Human Body Position Estimation System using Electric Field2010

    • Author(s)
      S.Ajisaka, S.Nakamura, H.Hashimoto, K.Takiguchi, A.Hirose
    • Journal Title

      Int'l Conf.on Control, Automation, and Systems (ICCAS 2010)

      Volume: Proc.

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Electric-field resonance coupling between human and transmitter for human position estimation system2010

    • Author(s)
      S.Nakamura, S.Ajisaka, H.Hashimoto, K.Takiguchi, A.Hirose
    • Journal Title

      Int'l Conf.on Control, Automation, and Systems (ICCAS 2010)

      Volume: Proc.

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Numerical reconstruction of holographic microscopy images based on matching pursuits on a pair of domains2010

    • Author(s)
      A.B.Suksmono, A.Hirose
    • Journal Title

      Int'l Conf.on Image Processing (ICIP 2010)

      Volume: Proc.

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Enhancement of Filtering Performancy by Local and Nonlinear Corestration in INSAR Processing2010

    • Author(s)
      R.Natsuaki, A.Hirose
    • Journal Title

      Asia-Pacific Radio Science Conference (AP-PASC'10)

      Volume: Proc.

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Errors in Channel Prediction Based on Linear Prediction in Frequency Domain2010

    • Author(s)
      S.Ozawa, S.Tan, A.Hirose
    • Journal Title

      Asia-Pacific Radio Science Conference (AP-PASC'10)

      Volume: Proc.

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Complex-valued neural networks : Theory and applications (Tutorial)2010

    • Author(s)
      D.Mandic, I.Aizenberg, A.Hirose
    • Journal Title

      Int'l Joint Conference on Neural Networks (IJCNN 2010)

      Volume: Proc.

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Complex-valued self-organizing map clustering using complex inner product in active mmillimeter-wave imaging2010

    • Author(s)
      T.Aoyagi, D.Radenamad, Y.Nakano, A.Hirose
    • Journal Title

      Int'l Joint Conference on Neural Networks (IJCNN 2010)

      Volume: Proc. Pages: 1346-1351

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Taper-walled LTSA : A low direct-coupling antenna for subsurface imaging2010

    • Author(s)
      Y.Nakano, A.Hirose
    • Journal Title

      Int'l Conf.on Ground Penetrating Radar (GPR 2010)

      Volume: Proc.

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Blood Vessel Segmentation in Complex-Valued Magnetic Resonance Images with Snake Active Contour Model2010

    • Author(s)
      A.Handayani, A.B.Suksmono, T.L.R.Mengko, A.Hirose
    • Journal Title

      International Journal of E-Health and Medical Communications 1

      Pages: 41-52

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Ultrasonic imaging for boundary shape generation by phase unwrapping with singular-point elimination based on complex-valued Markov random field model2010

    • Author(s)
      T.Nishino, R.Yamaki, A.Hirose
    • Journal Title

      IEICE Trans. on Fundamentals E93-A

      Pages: 219-226

    • NAID

      10026862678

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Taper-walled LTSA : A low direct-coupling antenna for subsurface imaging2010

    • Author(s)
      Y.Nakano, A.Hirose.
    • Journal Title

      Int'l Conf.on Ground Penetrating Radar(GPR)2010 Lecce (印刷中,掲載確定)

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Complex-valued self-organizing map clustering using complex innerproduct in active mmillimeter-wave imaging2010

    • Author(s)
      T.Aoyagi, D.Radenamad, Y.Nakano, A.Hirose
    • Journal Title

      Int'l Joint Conference on Neural Networks(IJCNN)2010 Barcelona (印刷中,掲載確定)

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Recent progress in applications of complex-valued neural networks2010

    • Author(s)
      A.Hirose
    • Journal Title

      Int'l Conf.on Artificial Intelligence and Sof Computing.(ICAISC)2010 (印刷中,掲載確定)

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Merits of complex-valued neural network processing2010

    • Author(s)
      A.Hirose
    • Journal Title

      Int'l Workshop on Intelligence Science and Intelligent Data Engineering(ISciDE)2010 Harbin (印刷中,掲載確定)

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 地中レーダによる地雷可視化技術(解説)2009

    • Author(s)
      廣瀬明
    • Journal Title

      計測と制御

      Volume: Vol.48, No.10 Pages: 754-760

    • URL

      http://www.sice.or.jp/~journal/moku48-10.html

    • Related Report
      2011 Final Research Report
  • [Journal Article] Spectral Fluctuation Method: A Texture-Based Method to Extract Text Regions in General Scene Images2009

    • Author(s)
      Y. Baba and A. Hirose
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E92-D Issue: 9 Pages: 1702-1715

    • DOI

      10.1587/transinf.E92.D.1702

    • NAID

      10026810909

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2011 Final Research Report
  • [Journal Article] Search Control Algorithm Based on Random Step Size Hill-Climbing Method for Adaptive PMD Compensation2009

    • Author(s)
      K. Tanizawa and A. Hirose
    • Journal Title

      IEICE Transactions on Communications

      Volume: E92.B Issue: 8 Pages: 2584-2590

    • DOI

      10.1587/transcom.E92.B.2584

    • NAID

      10026839912

    • ISSN
      0916-8516, 1745-1345
    • Related Report
      2011 Final Research Report
  • [Journal Article] Low-calculation-cost fading channel prediction using chirp Z-transform2009

    • Author(s)
      S. Tan and A. Hirose
    • Journal Title

      Electronic Letters

      Volume: Vol.45, No.8 Pages: 418-420

    • Related Report
      2011 Final Research Report
  • [Journal Article] Spectral fluctuation method : A texture-based method to extract text regions in general scene images2009

    • Author(s)
      Y.Baba, A.Hirose
    • Journal Title

      IEICE Trans. on Information Systems E92-D

      Pages: 1702-1715

    • NAID

      10026810909

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Search Control Algorithm Based on Random Step Size Hill-Climbing Method for Adaptive PMD Compensation2009

    • Author(s)
      K.Tanizawa, A.Hirose
    • Journal Title

      IEICE Trans.on Commun. E92-B

      Pages: 2584-2590

    • NAID

      10026839912

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Chirp Z-Transform-based Fading Channel Prediction2009

    • Author(s)
      S.Tan, A.Hirose
    • Journal Title

      Electron. Lett. 45

      Pages: 418-420

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Envelope phase detection for millimeter-wave active imaging2009

    • Author(s)
      A.Hirose, S.Hamada, R.Yamaki
    • Journal Title

      Electron.Lett. 45

      Pages: 331-332

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Proposal of bulk LTSA to realize low antenna impedance for real time millimeter wave imaging front-end2009

    • Author(s)
      D.Radenamad, T.Aoyagi, A.Hirose
    • Journal Title

      Asia Pacific Microwave Conf.(APMC)2009 Singapore

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Concept Generation Method Based on Mutual Information Quantity Among Multiple Self-Organizing Maps2009

    • Author(s)
      K.Kitahara, A.Hirose
    • Journal Title

      Int'l Conf.on Neural Inform. Processing(ICONIP)2009 Bangkok

      Pages: 263-272

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Improvement of BER Performance by Active PMD Compensation Employing the Steepest Descent-Based Tracking Algorithm2009

    • Author(s)
      K.Tanizawa, A.Hirose
    • Journal Title

      Optoelectronics and Commun. Conf.(OECC)2009 Hong Kong

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Local, nonlinear adaptive co-registration of master and slave interferometric SAR complex image data for high quality digital elevation map generation2009

    • Author(s)
      R.Natsuaki, A.Hirose
    • Journal Title

      Int'l Geosci. and Remote Sens. Symposium(IGARSS)2009 Capetown

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Complex-valued neural networks(Tutorial)2009

    • Author(s)
      A.Hirose
    • Journal Title

      Int'l Joint Conference on Neural Networks(IJCNN)2009

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Complex-valued neural networks : The merits and their origins2009

    • Author(s)
      A.Hirose
    • Journal Title

      Int'l Joint Conference on Neural Networks(IJCNN)2009 Atlanta

      Pages: 1237-1244

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] 位相特異点と振幅情報を用いたSAR干渉画像の局所的位置合わせによるフィルタリング性能の向上2012

    • Author(s)
      夏秋嶺、廣瀬明
    • Organizer
      電子情報通信学会,総合大会
    • Place of Presentation
      岡山
    • Year and Date
      2012-03-22
    • Related Report
      2011 Final Research Report
  • [Presentation] 位相特異点と振幅情報を用いたSAR干渉画像の局所的位置合わせによるフィルタリング性能の向上2012

    • Author(s)
      夏秋嶺、廣瀬明
    • Organizer
      電子情報通信学会2012総合大会
    • Place of Presentation
      岡山県岡山市
    • Year and Date
      2012-03-22
    • Related Report
      2011 Annual Research Report
  • [Presentation] 別モード情報の統合を行う複数複素SOMを用いた地雷可視化システムの構築2012

    • Author(s)
      江尻礼聡、廣瀬明
    • Organizer
      電子情報通信学会・ニューロコンピューティング研究会
    • Place of Presentation
      東京
    • Year and Date
      2012-03-14
    • Related Report
      2011 Annual Research Report
  • [Presentation] Improvement of ALOS Interferogram Quality by Use of The Local Co-registration Method Using Singular Point and Amplitude Information2012

    • Author(s)
      R. Natsuaki and A. Hirose
    • Organizer
      International Geoscienceand Remote Sensing Symposium(IGARSS)
    • Place of Presentation
      Munich, Germany
    • Related Report
      2011 Final Research Report
  • [Presentation] Landmine visualization system utilizing multiple complex-valued SOMs tointegrate multimodal information2012

    • Author(s)
      A. Ejiri and A. Hirose
    • Organizer
      International Geoscience and Remote Sensing Symposium(IGARSS)
    • Place of Presentation
      Munich, Germany
    • Related Report
      2011 Final Research Report
  • [Presentation] 陰影からの形状知覚と位相特異点観測によるSAR干渉画像の修正2011

    • Author(s)
      夏秋嶺、廣瀬明
    • Organizer
      電子情報通信学会/電気学会・電磁界理論研究会電磁界理論シンポジウム
    • Place of Presentation
      富山県高岡市
    • Year and Date
      2011-11-19
    • Related Report
      2011 Annual Research Report
  • [Presentation] ミリ波イメージングシステム用Ka帯直線テーパスロットアンテナとフロントエンド2011

    • Author(s)
      小野島昇吾、廣瀬明
    • Organizer
      電子情報通信学会/電気学会・電磁界理論研究会電磁界理論シンポジウム
    • Place of Presentation
      富山県高岡市
    • Year and Date
      2011-11-17
    • Related Report
      2011 Annual Research Report
  • [Presentation] 多モード情報を統合する複数の複素SOMによる地雷概念形成2011

    • Author(s)
      江尻礼聡、廣瀬明
    • Organizer
      計測自動制御学会・コンピューテーショナル・インテリジェンス研究会
    • Place of Presentation
      京都
    • Year and Date
      2011-09-30
    • Related Report
      2011 Annual Research Report
  • [Presentation] 位相感受型ニューラルネットワークを用いたミリ波イメージングシステム2011

    • Author(s)
      小野島昇吾、廣瀬明
    • Organizer
      計測自動制御学会・コンピューテーショナル・インテリジェンス研究会
    • Place of Presentation
      京都
    • Year and Date
      2011-09-30
    • Related Report
      2011 Annual Research Report
  • [Presentation] 振幅からの位相差推定と位相特異点を利用したSAR干渉画像の修正2011

    • Author(s)
      夏秋嶺、廣瀬明
    • Organizer
      電子情報通信学会 宇宙・航行エレクトロニクス研究会
    • Place of Presentation
      茨城県つくば市
    • Year and Date
      2011-05-23
    • Related Report
      2011 Annual Research Report
  • [Presentation] 波動的なデータを扱う際の複素ニューラルネットワークの汎化特性2011

    • Author(s)
      廣瀬明、吉田昭太郎
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Place of Presentation
      東京
    • Year and Date
      2011-03-08
    • Related Report
      2010 Annual Research Report
  • [Presentation] Comparison of Complex-and Real-Valued FeedforwardNeural Networks in Their Generalization Ability2011

    • Author(s)
      A. Hirose and S. Yoshida
    • Organizer
      Int' l Conference on Neural Information Processing(ICONIP)
    • Place of Presentation
      Shanghai, China
    • Related Report
      2011 Final Research Report
  • [Presentation] Circular Property in Complex-Valued Correlation Learning Observed in CMRF-Based Singular Unit Restoration for Phase2011

    • Author(s)
      A. Hirose and R. Natsuaki
    • Organizer
      Int' l Workshop on Intelligence Science and Intelligent Data Engineering(ISciDE) 2011 Xi' an
    • Place of Presentation
      Xi' an, China
    • Related Report
      2011 Final Research Report
  • [Presentation] Synthesisof two-dimensional fractional Brownian motion via circulant embedding2011

    • Author(s)
      D. Danudirdjo and A. Hirose
    • Organizer
      IEEE Int' l Conference on Image Processing(ICIP) 2011 Brussels
    • Place of Presentation
      Brussels, Belguim
    • Related Report
      2011 Final Research Report
  • [Presentation] Complex-valued neural networks in remote sensing and imaging2011

    • Author(s)
      Akira Hirose
    • Organizer
      International Geoscience and Remote Sensing Symposium(IGARSS) 2011 Vancouver
    • Place of Presentation
      Vancouver, Canada
    • Related Report
      2011 Final Research Report
  • [Presentation] Local, Fine Co-Registration of SAR Interferometry Using the Number of Singular Points for the Evaluation2011

    • Author(s)
      R. Natsuaki and A. Hirose
    • Organizer
      International Geoscience and Remote Sensing Symposium(IGARSS) 2011 Vancouver
    • Place of Presentation
      Vancouver, Canada
    • Related Report
      2011 Final Research Report
  • [Presentation] 振幅情報も用いたSAR干渉画像の局所的位置合わせによる歪み解消2011

    • Author(s)
      夏秋嶺、廣瀬明
    • Organizer
      2011電子情報通信学会総合大会
    • Place of Presentation
      東京
    • Related Report
      2011 Final Research Report 2010 Annual Research Report
  • [Presentation] 周波数領域でのチャネルパラメータ線形予測に基づくチャネル予測の実験的検討2011

    • Author(s)
      小沢章太郎、タン・ソフヤン、廣瀬明
    • Organizer
      2011電子情報通信学会総合大会
    • Place of Presentation
      東京
    • Related Report
      2011 Final Research Report 2010 Annual Research Report
  • [Presentation] Comparison of Complex- and Real-Valued Feedforward Neural Networks in Their Generalization Ability2011

    • Author(s)
      A.Hirose, S.Yoshida
    • Organizer
      International Conference on Neural Information Processing (ICONIP) 2011
    • Place of Presentation
      Shanghai, China(Invited Talk)
    • Related Report
      2011 Annual Research Report
  • [Presentation] Circular Property in Complex-Valued Correlation Learning Observed in CMRF-Based Singular Unit Restoration for Phase Unwrapping2011

    • Author(s)
      A.Hirose, R.Natsuaki
    • Organizer
      Int'l Workshop on Intelligence Science and Intelligent Data Engineering (ISciDE) 2011
    • Place of Presentation
      Xi'an, China(招待講演)
    • Related Report
      2011 Annual Research Report
  • [Presentation] Synthesis of two-dimensional fractional Brownian motion via circulant embedding2011

    • Author(s)
      D.Danudirdjo, A.Hirose
    • Organizer
      IEEE International Conference on Image Processing (ICIP) 2011 Brussels
    • Place of Presentation
      Brussels, Belguim
    • Related Report
      2011 Annual Research Report
  • [Presentation] Complex-valued neural networks in remote sensing and imaging2011

    • Author(s)
      Akira Hirose
    • Organizer
      International Geoscience and Remote Sensing Symposium (IGARSS) 2011 Vancouver
    • Place of Presentation
      Vancouver, Canada(Invited Talk)
    • Related Report
      2011 Annual Research Report
  • [Presentation] Local, Fine Co-Registration of SAR Interferometry Using the Number of Singular Points for the Evaluation2011

    • Author(s)
      R.Natsuaki, A.Hirose
    • Organizer
      International Geoscience and Remote Sensing Symposium (IGARSS) 2011 Vancouver
    • Place of Presentation
      Vancouver, Canada
    • Related Report
      2011 Annual Research Report
  • [Presentation] 放射状に配置された銀杏型フィンによる平面広帯域指向性アンテナ2011

    • Author(s)
      馬場貴弘、廣瀬明
    • Organizer
      2011電子情報通信学会総合大会
    • Place of Presentation
      東京
    • Related Report
      2010 Annual Research Report
  • [Presentation] 相互情報量を利用した複数SOMによる概念形成2010

    • Author(s)
      廣瀬明、江尻礼聡、北原邦紀
    • Organizer
      FANシンポジウム,20周年記念講演会(iFAN 2010)
    • Place of Presentation
      東京
    • Year and Date
      2010-09-26
    • Related Report
      2010 Annual Research Report
  • [Presentation] 「五感」情報処理:アプリケーションの展望2010

    • Author(s)
      廣瀬明
    • Organizer
      2010信学総大(CDT-1)
    • Place of Presentation
      Sendai
    • Year and Date
      2010-03-18
    • Related Report
      2009 Annual Research Report
  • [Presentation] 広帯域近傍イメージング・アレイの素子間直接結合の低減2010

    • Author(s)
      仲野幸真, 廣瀬明
    • Organizer
      2010信学総大(B-1-151)
    • Place of Presentation
      Sendai
    • Year and Date
      2010-03-17
    • Related Report
      2009 Annual Research Report
  • [Presentation] 衣服下の液体を可視化するためのアクティブミリ波イメージングにおける複素自己組織化マップ適応処理2010

    • Author(s)
      青柳俊, ラデンアマド・ダムリ, 仲野幸真, 廣瀬明
    • Organizer
      2010信学総大(C-2-114)
    • Place of Presentation
      Sendai
    • Year and Date
      2010-03-17
    • Related Report
      2009 Annual Research Report
  • [Presentation] SAR干渉画像の局所的歪み解消のための非線形な位置合わせ2010

    • Author(s)
      夏秋嶺, 廣瀬明
    • Organizer
      2010信学総大(B-2-64)
    • Place of Presentation
      Sendai
    • Year and Date
      2010-03-17
    • Related Report
      2009 Annual Research Report
  • [Presentation] 相互情報量を利用した複数SOMによる地雷概念形成2010

    • Author(s)
      廣瀬明, 江尻礼聡, 北原邦紀
    • Organizer
      信学会ニューロコンピューティング研究会(NC2009-130)
    • Place of Presentation
      Tokyo
    • Year and Date
      2010-03-10
    • Related Report
      2009 Annual Research Report
  • [Presentation] 複素内積を用いた複素自已組織化マップによるセキュリティ用アクティブイメージング実験2010

    • Author(s)
      青柳俊, ラデンアマド・ダムリ, 仲野幸真, 廣瀬明
    • Organizer
      信学会ニューロコンピューティング研究会(NC2009-129)
    • Place of Presentation
      Tokyo
    • Year and Date
      2010-03-10
    • Related Report
      2009 Annual Research Report
  • [Presentation] Experimental Evaluation of Channel Prediction Based on Linear Predictionof Frequency-Domain Parameters2010

    • Author(s)
      S. Ozawa, S. Tan and A. Hirose
    • Organizer
      Asia-Pacific Microwave Conference(APMC 2010)
    • Place of Presentation
      Yokohama
    • Related Report
      2011 Final Research Report
  • [Presentation] Two-element particle isolator to reduce mutual coupling in rod-antenna arrays2010

    • Author(s)
      S. Werner, L. Vietzorreck, and A. Hirose
    • Organizer
      Asia-Pacific Microwave Conference(APMC 2010)
    • Place of Presentation
      Yokohama
    • Related Report
      2011 Final Research Report
  • [Presentation] Adaptive identification of landmine class by evaluating the total degree of conformity of ring-CSOM weights in a ground penetrating radar system2010

    • Author(s)
      Y. Nakano and A. Hirose
    • Organizer
      Int' l Conf. on Neural Inform. Processing(ICONIP 2010)
    • Place of Presentation
      Sydney, Australia
    • Related Report
      2011 Final Research Report
  • [Presentation] Ground penetrating radar system with integration of mutimodal information based on mutual information among multiple self-organizing maps2010

    • Author(s)
      A. Hirose, A. Ejiri and K. Kitahara
    • Organizer
      Int' l Conf. on Neural Inform. Processing(ICONIP 2010), Int' l Conf. on Neural Inform. Processing(ICONIP 2010)
    • Place of Presentation
      Sydney, Australia
    • Related Report
      2011 Final Research Report
  • [Presentation] Optimization of Microstrip-to-slot Transition for Ultra-wideband Bulk LTSA2010

    • Author(s)
      D. Radenamad and A. Hirose
    • Organizer
      Int' l Conf. on Antennas and Propagation(ISAP 2010)
    • Place of Presentation
      Macao, China
    • Related Report
      2011 Final Research Report
  • [Presentation] Human Body Position Estimation System using Electric Field2010

    • Author(s)
      S. Ajisaka, S. Nakamura, H. Hashimoto, K. Takiguchi and A. Hirose
    • Organizer
      Int' l Conf. on Control, Automation, and Systems(ICCAS 2010)
    • Place of Presentation
      Goyang, Korea
    • Related Report
      2011 Final Research Report
  • [Presentation] Electric-field resonance coupling between human and transmitter forhuman position estimation system2010

    • Author(s)
      S. Nakamura, S. Ajisaka, H. Hashimoto, K. Takiguchi and A. Hirose
    • Organizer
      Int' l Conf. on Control, Automation, and Systems(ICCAS 2010)
    • Place of Presentation
      Goyang, Korea
    • Related Report
      2011 Final Research Report
  • [Presentation] Numerical reconstruction of holographic microscopy images based on matching pursuits on a pair of domains2010

    • Author(s)
      A. B. Suksmono and A. Hirose
    • Organizer
      Int' l Conf. on Image Processing(ICIP 2010)
    • Place of Presentation
      Hong Kong
    • Related Report
      2011 Final Research Report
  • [Presentation] Enhancement of Filtering Performancy by Local and Nonlinear Corestration in INSAR Processing2010

    • Author(s)
      R. Natsuaki and A. Hirose
    • Organizer
      Asia-Pacific Radio Science Conference(AP-PASC' 10)
    • Place of Presentation
      Toyama, Japan
    • Related Report
      2011 Final Research Report
  • [Presentation] Errorsin Channel Prediction Based on Linear Prediction in Frequency Domain2010

    • Author(s)
      S. Ozawa, S. Tan and A. Hirose
    • Organizer
      Asia-Pacific Radio Science Conference(AP-PASC' 10)
    • Place of Presentation
      Toyama, Japan
    • Related Report
      2011 Final Research Report
  • [Presentation] Complex-valued neural networks : Theory and applications(Tutorial)2010

    • Author(s)
      D. Mandic, I. Aizenberg and A. Hirose
    • Organizer
      Int' l Joint Conference on Neural Networks(IJCNN 2010)
    • Place of Presentation
      Barcelona, Spain
    • Related Report
      2011 Final Research Report
  • [Presentation] Complex-valued self-organizing map clustering usingcomplex inner product in activemillimeter-wave imaging2010

    • Author(s)
      T. Aoyagi, D. Radenamad, Y. Nakanoand A. Hirose
    • Organizer
      Int' l Joint Conference on Neural Networks(IJCNN2010)
    • Place of Presentation
      Barcelona, Spain
    • Related Report
      2011 Final Research Report
  • [Presentation] Recent progress inapplications of complex-valued neural networks2010

    • Author(s)
      Akira Hirose
    • Organizer
      Int' l Conf. on Artificial Intelligence and Soft Computing(ICAISC 2010)
    • Place of Presentation
      Zakopane, Poland
    • Related Report
      2011 Final Research Report
  • [Presentation] Merits of complex-valued neural network processing2010

    • Author(s)
      Akira Hirose
    • Organizer
      Int' l Workshop on Intelligence Science and Intelligent Data Engineering(ISciDE2010)
    • Place of Presentation
      Harbin, China
    • Related Report
      2011 Final Research Report
  • [Presentation] Experimental Evaluation of Channel Prediction Based on Linear Prediction of Frequency-Domain Parameters2010

    • Author(s)
      S.Ozawa, S.Tan, A.Hirose
    • Organizer
      Asia-Pacific Microwave Conference (APMC 2010)
    • Place of Presentation
      Yokohama
    • Related Report
      2010 Annual Research Report
  • [Presentation] Planar wideband adaptive antenna consisting of radially arrayed multiple taper-slot antenna elements having wide fins2010

    • Author(s)
      T.Baba, A.Hirose
    • Organizer
      Asia-Pacific Microwave Conference (APMC 2010)
    • Place of Presentation
      Yokohama
    • Related Report
      2010 Annual Research Report
  • [Presentation] Two-element particle isolator to reduce mutual coupling in rod-antenna arrays2010

    • Author(s)
      S.Werner, L.Vietzorreck, A.Hirose
    • Organizer
      Asia-Pacific Microwave Conference (APMC 2010)
    • Place of Presentation
      Yokohama
    • Related Report
      2010 Annual Research Report
  • [Presentation] Adaptive identification of landmine class by evaluating the total degree of conformity of ring-CSOM weights in a ground penetrating radar system2010

    • Author(s)
      Y.Nakano, A.Hirose
    • Organizer
      Int'l Conf.on Neural Inform.Processing (ICONIP 2010)
    • Place of Presentation
      Sydney, Australia
    • Related Report
      2010 Annual Research Report
  • [Presentation] Ground penetrating radar system with integration of mutimodal information based on mutual information among multiple self-organizing maps2010

    • Author(s)
      A.Hirose, A.Ejiri, K.Kitahara
    • Organizer
      Int'l Conf.on Neural Inform.Processing (ICONIP 2010)
    • Place of Presentation
      Sydney, Austraria
    • Related Report
      2010 Annual Research Report
  • [Presentation] Optimization of Microstrip-to-slot Transition for Ultra-wideband Bulk LTSA2010

    • Author(s)
      D.Radenamad, A.Hirose
    • Organizer
      Int'l Conf.on Antennas and Propagation (ISAP 2010)
    • Place of Presentation
      Macao, China
    • Related Report
      2010 Annual Research Report
  • [Presentation] Human Body Position Estimation System using Electric Field2010

    • Author(s)
      S.Ajisaka, S.Nakamura, H.Hashimoto, K.Takiguchi, A.Hirose
    • Organizer
      Int'l Conf.on Control, Automation, and Systems (ICCAS 2010)
    • Place of Presentation
      Goyang, Korea
    • Related Report
      2010 Annual Research Report
  • [Presentation] Electric-field resonance coupling between human and transmitter for human position estimation system2010

    • Author(s)
      S.Nakamura, S.Ajisaka, H.Hashimoto, K.Takiguchi, A.Hirose
    • Organizer
      Int'l Conf.on Control, Automation, and Systems (ICCAS 2010)
    • Place of Presentation
      Goyang, Korea
    • Related Report
      2010 Annual Research Report
  • [Presentation] Numerical reconstruction of holographic microscopy images based on matching pursuits on a pair of domains2010

    • Author(s)
      A.B.Suksmono, A.Hirose
    • Organizer
      Int'l Conf.on Image Processing (ICIP 2010)
    • Place of Presentation
      Hong Kong
    • Related Report
      2010 Annual Research Report
  • [Presentation] Enhancement of Filtering Performancy by Local and Nonlinear Corestration in INSAR Processing2010

    • Author(s)
      R.Natsuaki, A.Hirose
    • Organizer
      Asia-Pacific Radio Science Conference (AP-PASC'10)
    • Place of Presentation
      Toyama
    • Related Report
      2010 Annual Research Report
  • [Presentation] Errors in Channel Prediction Based on Linear Prediction in Frequency Domain2010

    • Author(s)
      S.Ozawa, S.Tan, A.Hirose
    • Organizer
      Asia-Pacific Radio Science Conference (AP-PASC'10)
    • Place of Presentation
      Toyama
    • Related Report
      2010 Annual Research Report
  • [Presentation] Complex-valued neural networks : Theory and applications (Tutorial)2010

    • Author(s)
      D.Mandic, I.Aizenberg, A.Hirose
    • Organizer
      Int'l Joint Conference on Neural Networks (IJCNN 2010)
    • Place of Presentation
      Barcelona, Spain
    • Related Report
      2010 Annual Research Report
  • [Presentation] Complex-valued self-organizing map clustering using complex inner product in active mmillimeter-wave imaging2010

    • Author(s)
      T.Aoyagi, D.Radenamad, Y.Nakano, A.Hirose
    • Organizer
      Int'l Joint Conference on Neural Networks (IJCNN 2010)
    • Place of Presentation
      Barcelona, Spain
    • Related Report
      2010 Annual Research Report
  • [Presentation] Taper-walled LTSA : A low direct-coupling antenna for subsurface imaging2010

    • Author(s)
      Y.Nakano, A.Hirose
    • Organizer
      Int'l Conf.on Ground Penetrating Radar (GPR 2010)
    • Place of Presentation
      Lecce, Itary
    • Related Report
      2010 Annual Research Report
  • [Presentation] Recent progress in applications of complex-valued neural networks2010

    • Author(s)
      Akira Hirose
    • Organizer
      Int'l Conf.on Artificial Intelligence and Sof Computing (ICAISC 2010)
    • Place of Presentation
      Zakopane, Poland
    • Related Report
      2010 Annual Research Report
  • [Presentation] Merits of complex-valued neural network processing2010

    • Author(s)
      Akira Hirose
    • Organizer
      Int'l Workshop on Intelligence Science and Intelligent Data Engineering (ISciDE 2010)
    • Place of Presentation
      Harbin, China
    • Related Report
      2010 Annual Research Report
  • [Presentation] 幅広フィンによる平面型テーパスロット広帯域指向性アンテナの提案2010

    • Author(s)
      馬場貴弘、廣瀬明
    • Organizer
      電子情報通信学会電磁界理論研究会
    • Place of Presentation
      猪苗代(福島県)
    • Related Report
      2010 Annual Research Report
  • [Presentation] 位相特異点と振幅を利用したSAR干渉画像の修正2010

    • Author(s)
      夏秋嶺、廣瀬明
    • Organizer
      電子情報通信学会電磁界理論研究会
    • Place of Presentation
      猪苗代(福島)
    • Related Report
      2010 Annual Research Report
  • [Presentation] 高速フェージング環境におけるチャネルパラメータの線形予測2010

    • Author(s)
      小沢章太郎、タン・ソフヤン、廣瀬明
    • Organizer
      電子情報通信学会電磁界理論研究会
    • Place of Presentation
      猪苗代(福島)
    • Related Report
      2010 Annual Research Report
  • [Presentation] マイクロストリップとスロットをつなぐ2つのビアによる広帯域バルクLTSAのためのバラン提案2010

    • Author(s)
      ラデンアマド・ダムリ、廣瀬明
    • Organizer
      電子情報通信学会電磁界理論研究会
    • Place of Presentation
      猪苗代(福島)
    • Related Report
      2010 Annual Research Report
  • [Presentation] Local, nonlinear adaptive co-registration of master and slave interferometric SAR complex image data for high quality digital elevation map generation2010

    • Author(s)
      R.Natsuaki, A.Hirose
    • Organizer
      Int'l Geosci. and Remote Sens. Symposium(IGARSS)2009 Canetown
    • Place of Presentation
      Cape Town(South Africa)
    • Related Report
      2009 Annual Research Report
  • [Presentation] 近傍イメージングのために高指向性・低直接結合を実現するTaper-walled LTSA2009

    • Author(s)
      仲野幸真, 廣瀬明
    • Organizer
      信学会電磁界理論研究会(EMT09-147)
    • Place of Presentation
      Okinawa
    • Year and Date
      2009-11-28
    • Related Report
      2009 Annual Research Report
  • [Presentation] 実時間ミリ波イメージング用フロントエンドのための低インピーダンスバルクLTSA2009

    • Author(s)
      ラデンアマド・ダムリ, 青柳俊, 廣瀬明
    • Organizer
      信学会電磁界理論研究会(EMT09-148)
    • Place of Presentation
      Okinawa
    • Year and Date
      2009-11-28
    • Related Report
      2009 Annual Research Report
  • [Presentation] Future millimeter-wave/microwave imaging technology and microel ectronics2009

    • Author(s)
      A.Hirose
    • Organizer
      Japan-Taiwan Symposium on Microelectronics
    • Place of Presentation
      Tokyo
    • Year and Date
      2009-10-29
    • Related Report
      2009 Annual Research Report
  • [Presentation] SAR干渉画像を作成するための局所的かつ非線形な位置合わせ2009

    • Author(s)
      夏秋嶺, 廣瀬明
    • Organizer
      信学会宇宙・航行エレクトロニクス研究会(SANE2009-40)
    • Place of Presentation
      Tsukuba
    • Year and Date
      2009-06-26
    • Related Report
      2009 Annual Research Report
  • [Presentation] 複素ニューラルネットワークの利点とその起源2009

    • Author(s)
      廣瀬明
    • Organizer
      信学会ニューロコンピューティング研究会(NC2009-2)
    • Place of Presentation
      Okinawa
    • Year and Date
      2009-05-25
    • Related Report
      2009 Annual Research Report
  • [Presentation] Proposal of bulk LTSA to realize lowantenna impedance for real timemillimeter wave imaging front-end2009

    • Author(s)
      D. Radenamad, T. Aoyagi and A. Hirose
    • Organizer
      Asia Pacific Microwave Conference(APMC 2009)
    • Place of Presentation
      Singapore
    • Related Report
      2011 Final Research Report
  • [Presentation] A Concept Generation Method Based on Mutual Information Quantity Among Multiple Self-Organizing Maps2009

    • Author(s)
      K. Kitahara and A. Hirose
    • Organizer
      Int' l Conf. on Neural Inform. Processing(ICONIP)
    • Place of Presentation
      Bangkok, Tailand
    • Related Report
      2011 Final Research Report
  • [Presentation] Improvement of BER Performance by Active RMD Compensation Employing the Steepest Descent-Based Tracking Algorithm, Optoelectronics and Commun2009

    • Author(s)
      K. Tanizawa and A. Hirose
    • Organizer
      Conf.(OECC) 2009
    • Place of Presentation
      Hong Kong
    • Related Report
      2011 Final Research Report
  • [Presentation] Local, nonlinear adaptive co-registration of master and slave interferometric SAR complex image data for high quality digital elevation map generation2009

    • Author(s)
      R. Natsuaki and A. Hirose
    • Organizer
      Int' l Geosci. and Remote Sens. Symposium(IGARSS)
    • Place of Presentation
      Capetown, South Africa
    • Related Report
      2011 Final Research Report
  • [Presentation] Complex-valued neural networks(Tutorial)2009

    • Author(s)
      Akira Hirose
    • Organizer
      Int' l Joint Conference on Neural Networks(IJCNN)
    • Place of Presentation
      Atlanta, USA
    • Related Report
      2011 Final Research Report
  • [Presentation] Complex-valued neural networks : The merits and their origins2009

    • Author(s)
      Akira Hirose
    • Organizer
      Int' l Joint Conference on Neural Networks(IJCNN)
    • Place of Presentation
      Atlanta, USA
    • Related Report
      2011 Final Research Report
  • [Presentation] Proposal of bulk LTSA to realize low antenna impedance for real time millimeter wave imaging front-end2009

    • Author(s)
      D.Radenamad, T.Aoyagi, A.Hirose
    • Organizer
      Asia Pacific Microwave Conf.(APMC)2009 Singapore
    • Place of Presentation
      Singapore(Singapore)
    • Related Report
      2009 Annual Research Report
  • [Presentation] A Concept Generation Method Based on Mutual Information Quantity Among Multiple Self-Organizing Maps2009

    • Author(s)
      K.Kitahara, A.Hirose
    • Organizer
      Int'l Conf.on Neural Inform.Processing(ICONIP)2009 Bangkok
    • Place of Presentation
      Bangkok(Thai)
    • Related Report
      2009 Annual Research Report
  • [Presentation] Improvement of BER Performance by Active PMD Compensation Employing the Steepest Descent-Based Tracking Algorithm2009

    • Author(s)
      K.Tanizawa, A.Hirose
    • Organizer
      Optoelectronics and Commun.Conf.(OECC)2009 Hong Kong
    • Place of Presentation
      Hong Kong(R.O.C.)
    • Related Report
      2009 Annual Research Report
  • [Presentation] Complex-valued neural networks(Tutorial)2009

    • Author(s)
      A.Hirose
    • Organizer
      Int'l Joint Conference on Neural Networks(IJCNN)2009
    • Place of Presentation
      Atlanta(U.S.A.)
    • Related Report
      2009 Annual Research Report
  • [Presentation] Complex-valued neural networks : The merits and their origins2009

    • Author(s)
      A.Hirose
    • Organizer
      Int'l Joint Conference on Neural Networks(IJCNN)2009
    • Place of Presentation
      Atlanta(U.S.A.)
    • Related Report
      2009 Annual Research Report
  • [Book] Complex-Valued Neural Networks : Advances and Applications2012

    • Author(s)
      Akira Hirose
    • Publisher
      IEEE Press
    • Related Report
      2011 Final Research Report
  • [Book] Advances and Applications2012

    • Author(s)
      Akira Hirose
    • Publisher
      IEEE Press
    • Related Report
      2011 Final Research Report
  • [Book] Complex-Valued Neural Networks 2nd Edition2012

    • Author(s)
      Akira Hirose
    • Total Pages
      197
    • Publisher
      Springer-Verlag
    • Related Report
      2011 Final Research Report
  • [Book] Recent Interferometry Applications in Topography and Astronomy2012

    • Author(s)
      R. Natsuaki and A. Hirose
    • Related Report
      2011 Final Research Report
  • [Book] Recent advances in complex-valued neural networks, in "Complex-Valued Neural Networks : Advances and Applications"2012

    • Author(s)
      Akira Hirose
    • Publisher
      IEEE Press-Wiley(印刷中)
    • Related Report
      2011 Annual Research Report
  • [Book] Complex-Valued Neural Networks : Advances and Applications2012

    • Author(s)
      Akira Hirose (ed.)
    • Publisher
      IEEE Press-Wiley(印刷中)
    • Related Report
      2011 Annual Research Report
  • [Book] Complex-Valued Neural Networks, 2nd Edition2012

    • Author(s)
      Akira Hirose
    • Total Pages
      197
    • Publisher
      Springer-Verlag
    • Related Report
      2011 Annual Research Report
  • [Book] Local, fine co-registration of SAR interferometry using the number of singular points for the evaluation, in "Recent Interferometry Applications2012

    • Author(s)
      R.Natsuaki, A.Hirose
    • Total Pages
      220
    • Publisher
      InTech
    • Related Report
      2011 Annual Research Report
  • [Book] Self-organizing maps : New achievements2011

    • Author(s)
      A. Hirose and Y. Nakano
    • Related Report
      2011 Final Research Report
  • [Book] Applications of Complex-Valued Self-Organizing Maps to Ground Penetrating Radar Imaging Systems, in SELF ORGANIZING MAPS2011

    • Author(s)
      A.Hirose, Y.Nakano
    • Total Pages
      702
    • Publisher
      InTech
    • Related Report
      2010 Annual Research Report
  • [Book] Radar Technology, In-Tech2010

    • Author(s)
      Y.Nakano A. Hirose
    • Total Pages
      410
    • Publisher
      Adaptive ground penetrating radar systems to visualize antipersonnel plastic landmines based on local texture in scattering and reflection data in space and frequency domains
    • Related Report
      2009 Annual Research Report
  • [Book] Adaptive ground penetrating radar systems to visualize antipersonnel plastic landmines based on local texture in scattering and reflection data in space and frequency domains2009

    • Author(s)
      Y. Nakano and A. Hirose
    • Publisher
      Radar Technology
    • Related Report
      2011 Final Research Report
  • [Remarks]

    • URL

      http://www.eis.t.u-tokyo.ac.jp/

    • Related Report
      2011 Final Research Report
  • [Remarks]

    • URL

      http://www.eis.t.u-tokyo.ac.jp/

    • Related Report
      2011 Annual Research Report
  • [Remarks]

    • URL

      http://www.eis.t.u-tokyo.ac.jp/

    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://www.eis.t.u-tokyo.ac.jp/

    • Related Report
      2009 Annual Research Report

URL: 

Published: 2009-04-01   Modified: 2016-04-21  

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