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Study on the Construction of Global Feature Extraction Mechanism in Early Vision

Research Project

Project/Area Number 07680415
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent informatics
Research InstitutionChukyo University

Principal Investigator

KOSHIMIZU Hiroyasu  Chukyo University School of Computer and Cognitive Sciences Professor, 情報科学部, 教授 (50093026)

Co-Investigator(Kenkyū-buntansha) MURAKAMI Kazuhito  Chukyo University School of Computer and Cognitive Sciences Instructor, 情報科学部, 助手 (10239486)
Project Period (FY) 1995 – 1996
Project Status Completed (Fiscal Year 1996)
Budget Amount *help
¥2,200,000 (Direct Cost: ¥2,200,000)
Fiscal Year 1996: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 1995: ¥1,300,000 (Direct Cost: ¥1,300,000)
KeywordsHough transform / Extended Hough transform / line detection / compound pattern detection / in-homogeneous line detection / askant glance / early vision / feature extraction / pattern matching / 特徴抽出・パターンパッチング / 特徴抽出
Research Abstract

The following research results were provided by this research subject.
(1) Focusing on Hough transform method, high speed algorithms and low memory cost algorithms were introduced and the efficiency of these algorithms were experimentally demonstrated.
(2) Basic function of Hough transform was proposed to extend the complexity of the patterns to be extracted. It was known that convex hull, for example, can be extracted from Hough parameter space. New Hough transform algorithm called DTHT (Digital Template Hough Transform) was also introduced to extract line segments without segmentation.
(3) Extended Hough transfrom (EHT) was proposed and a method for designing EHT transform function was also presented.
(4) By using a specialized EHT function, a basic vision mechanism called AGCV (Askant Glance Camera Vision) was introduced. AGCV can extract lines finely around the fixation point in the image.

Report

(3 results)
  • 1996 Annual Research Report   Final Research Report Summary
  • 1995 Annual Research Report
  • Research Products

    (38 results)

All Other

All Publications (38 results)

  • [Publications] 森本正志,輿水大和: "Hough変換の諸課題と新しいパターン計測-基礎編-" 計測と制御. 35. 869-877 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 瀬川,遠藤,村上,鳥生,輿水: "K-L展開係数をパラメータとするHough変換による目抽出の検討" SICE,パターン計測部会研究会. 第38回. 1-8 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 輿水大和,村上和人: "Hough変換の諸課題と新しいパターン計測-応用とその展望編-" 計測と制御. 36(印刷中). (1997-5)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] J.Hayashi,K.Kato,K.Murakami,and H.Koshimizu: "A Method for Line Segment Detection by Digital Template Hough Transform (DTHT)" Proceedings of FCV'97. 39-46 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 林,村上,輿水: "デジタルテンプレート型Hough変換DTHTによる直線検出法について" 電気学会研究会資料. 9-18 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 林,村上,輿水: "デジタルテンプレート型Hough変換DTHTにおける高速化について-局所処理による非セグメント端点の削除-" 電気関係学会東海支部大会連合大会講演論文集. 408- (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 林,村上,輿水: "デジタルテンプレート型Hough変換DTHTによる直線検出法の提案" 電子情報通信学会技術研究報告. 51-58 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 輿水,村上,加藤,富永: "流し目カメラの実現-移動物体追尾のための中心視Hough変換システムについて-" 画像ラボ. VOL.7 NO.11. 1-5 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 加藤,山崎,遠藤,村上,鳥生,輿水: "エッジ点のランダムな投票によるHough変換に関する考察" 電学論C. 117巻1号. 81-86 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 加藤,富永,村上,輿水: "移動物体追尾のためのHough変換流し目カメラシステムについて" 第2回画像センシングシンポジウム. 161-166 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 加藤,遠藤,村上,鳥生,輿水: "ランダムに投票するHough変換において投票度数の分散が直線検出に与える影響" 平成8年度電気関係学会東海支部連合大会. 408- (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 加藤,富永,村上,輿水: "拡張Hough変換による直線検出の移動物体認識システムへの応用について" 平成8年度電気関係学会東海支部連合大会. 409- (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 加藤,遠藤,村上,鳥生,輿水: "ランダム投票による高速化Hough変換アルゴリズムRVHTにおける直線検出" 性能の理論的実験的考察,信学技報. Vol.96. 53-60 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 富永,加藤,村上,輿水: "拡張Hough変換による角度選択視の実現と考察" 電子情報通信学会総合大会論文集. 情報・システム2. 213 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 富永,加藤,村上,輿水: "Hough変換関数の拡張と流し目カメラビジョンの一実現法" 画像の認識理解シンポジウム(MIRU'96)講演論文集. II. 313-318 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 富永,加藤,村上,輿水: "Hough変換の拡張とその角度選択視への適用" 電気関係学会東海支部連合大会講演論文集. No.818. 409- (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 富永,加藤,村上,輿水: "Hough変換の拡張による流し目カメラビジョンの一実現法" 電子情報通信学会技術研究報告. 59-66 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] M.Tominaga,K.Kato,K.Murakami,H.Koshimizu: "Realization of Askant Glance Camera Vision Svstem by Using Extended Hough Transform" MVA'96 IAPR Workshop on Machine Vision Applications. 220-224 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Morimoto, M.and Koshimizu, H.: "On the current topics of the Hough transform and new prospect for pattern measurements-Fundamentals-" J.SICE. Vol.35, No.11. 869-877 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Segawa, Y., Endo, T., Murakami, K., Triu, T.and Koshimizu, H.: "Extraction of eyes by Hough transform wich parameters are K-L expansion coefficients" 38_<th> Pattern Measurement Meeting, SICE. 97-PG-0003. (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Koshimizu, H.and Murakami, K.: "Onthe current topics of the Hough transform and new prospect for pattern measurement-Applications and Environment-" J.SICE. Vol.36, No.5. (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Hayashi, J., Kato, K., Murakami, K.and Koshimizu, H.: "A method for line segment detection by digital template Hough transform (DTHT)" Proc.FCV'97. 39-46 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Kato, K., Yamazaki, S., Endo, T., Murakami, K., Toriu, T.and koshimizu, H.: "Theoretical and experimental considerations on randomized coting Hough transform" Trans.IEEE of Japan. Vol.117-C,No.1. 81-86 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Tominaga, M., Kato, K., Murakami, K.and Koshimizu, H.: "Realization of askant glance camera vision system by using extended Hough transform" Proc.MVA'96. 220-224 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 森本正志、輿水大和: "Hough変換野諸課題と新しいパターン計測-基礎編-" 計測自動制御学会誌. 35・11. 869-877 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 加藤邦人、山崎秀、遠藤利生、村上和人、鳥生隆、輿水大和: "エッジのランダムな投票によるHough変換に関する考察" 電気学会論文誌、C分冊. 117・1. 101-107 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] Tominaga,M.,Kato,K.,Murakami,K.and Koshimizu,H.: "Realization of Askant Glance Camera Vision System by Using Extended Hough Transform" Proc.ACCV'95. 220-224 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] Kato,K.,Murakami,K. and Koshimizu,H.: "On Askant Glance Camera Vision via Hough Transform" Proc.MVA'96. 3. (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 冨永、加藤、村上、輿水: "Hough変換関数の拡張と流し目カメラビジョンの一実現法" 情報処理学会、MIRU'96講演論文集. II. II-313-318 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 林、村上、輿水: "デジタルテンプレート型Hough変換DTHTによる直線検出法" 電気学会研究会、情報処理・産業システム情報化合同研究会. IP-96-32. (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 福田和彦、輿水大和: "MIRU'96講演論文集 I" 情報処理学会, I-223-228 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 輿水大和: "(解説論文)ハフ変換" O plus E(特集 画像や光の分野で使われる数学的変換). 193号. 94-99 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 山崎、遠藤、村上、鳥生、輿水: "ランダムな投票によるHough変換とRHTの関係と直線検出性能の比較" 第33回パターン計測部会研究会(SICE). 95PG0011. 17-22 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 加藤、宮川、村上、輿水: "Hough変換を用いたAskant Glance Visionの実現" 電子情報通信学会研究報告. PRU95-16. 107-124 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 森本、輿水: "(サーベイ論文)Hough変換に関する最近の開発・研究動向" SICE'95オ-ガナイズドセッション. 1-10 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] Koshimizu, H. et. al.: "An askant Glance Camera Vision by means of Hough transform" ICRAM'95. 165-172 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] Kato, K., Murakami, k., Koshimizu, H.: "Segmentation algorithm of lines of Hough transform" ACCV'95(Singapore). III. 191-195 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 輿水大和監修: "目視検査の自動化技術" テクノシステム(株), 672 (1995)

    • Related Report
      1995 Annual Research Report

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Published: 1995-04-01   Modified: 2016-04-21  

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