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1996 Fiscal Year Final Research Report Summary

Intelligent 3-D recognition system considering the geometric characteristics of plants and structures in agricultural production systems

Research Project

Project/Area Number 06506002
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section試験
Research Field 生物環境
Research InstitutionEhime University

Principal Investigator

HASHIMOTO Yasushi  Ehime Univ., Dept of Biomechanical Systems, Professor, 農学部, 教授 (30036298)

Co-Investigator(Kenkyū-buntansha) HATOU Kenji  Ehime Univ., Dept of Biomechanical Systems, Assistant Research, 農学部, 助手 (50274345)
SHONO Hiroshi  Iwate Univ., Faculty of Agric., Assistant Research, 農学部, 助手 (90235721)
NISHINA Hiroshige  Ehime Univ., Dept of Biomechanical Systems, Associate Prof., 農学部, 助教授 (70134509)
MORIMOTO Tetsuo  Ehime Univ., Dept of Biomechanical Systems, Associate Prof., 農学部, 助教授 (50127916)
Project Period (FY) 1994 – 1996
KeywordsVirtual Reality / Laser measurement / 3-dimensional image / Computer network / Internet / WWW (World Wide Web) / Robot / LAN
Research Abstract

Until now, plant cultivating systems have been treated as a concentrated constant system even though these are defined as a distributed constant system. The aim of this study is to introduce the idea of a distributed constant approach to plant cultivating systems and then realize those intelligent mechanization by using a 3-dimensional image processing system and artificial intelligence.
1 A 3-dimensional measuring system combining a lazier range finder and a robot hand was developed, which allowed a highly accurate measurement of any types of plant and fruit shapes.
2 Range images for any types of plants and fruits were obtained using a 3-dimensional measuring system, and then a data base for the plant and fruit shapes were built.
3 For real-time measurement, a simple algorithm that enables us to rapidly measure fruits (muskmelon, apple, tomato, cucumber, etc.) was developed based on a polygon technique.
4 A data communication system between computers, which are connected with LAN or WAN,was developed. This system can treat a great deal of data such as three dimensional image for fruits and transmit it rapidly from one computer to another ones using a compression technique of the image data.
5 Optimal structural and space design for plant cultivating system in plant factories were implemented using a virtual reality technique.
6 A new recognition algorithm combining neural networks and expert systems, which allows the shape of any fruits to be correctly recognized, was developed. For this recognition, the data of a 3-dimensional range image was used.
7 Some techniques newly developed here will be useful for the mechanization and computerization of plant production systems.

  • Research Products

    (56 results)

All Other

All Publications (56 results)

  • [Publications] T.Morimoto: "Optimal control of fruit storage system using neural networks and genetic algorithms" Proc.First Asian Control Conference. 3. 5-8 (1994)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] K.Hatou: "Computerized Diagnosis System for Plant Growth in Plant Factory" Proc.First Asian Control Conference. 3. 9-12 (1994)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] H.Nishina: "Identification of plant production system based on neural networks" Proc.First Asian Control Conference. 3. 13-16 (1994)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Morimoto: "Speaking Plant Approach for Environment Control Based on Artificial Intelligence" Proc.CIGR 12th World Congress on Agricultural Engineering. 1. 190-197 (1994)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Y.Hashimoto: "Speaking fruit approach to the intelligent control of the storage system" Proc.CIGR 12th World Congress on Agricultural Engineering. 2. 1493-1500 (1994)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Morimoto: "Computer integrated system for crop production-Diagnosis of fruits using artificial neural network-" Proc.5th International Congress for Computer Technology in Agriculture. 3. 2979-2982 (1994)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] K.Hatou: "Physiological diagnosis of tomato plant grown in hydroponic culture by using image analysis" Acta Horticulturae. 399. 225-232 (1995)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Morimoto: "Optimization of storage system of fruits using neural networks and genetic algorithms" Proc.International Joint Conference of 4th IEEE International Conference on Fuzzy Systems and 2nd International Fuzzy Engineering Symposium. 1. 289-294 (1995)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Morimoto: "Intelligent Control for Plant Production System" Proc.2nd IFAC/IFIP/EurAgEng Workshop on Artifical Intelligence in Agriculture. 149-154 (1995)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 森本哲夫: "貯蔵プロセスの最適化のための知能的制御シミュレーション" 植物工場学会誌. 7(2). 91-96 (1995)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 羽藤堅治: "三次元データベースに基づく植物工場のシステム設計(第1報)-データベースを構築するためのレーザ計測-" 植物工場学会誌. 7(2). 103-109 (1995)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 羽藤堅治: "三次元データベースに基づく植物工場のシステム設計(第2報)-VRの導入による光環境の可視化-" 植物工場学会誌. 7(2). 110-114 (1995)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Morimoto: "Optimization for fruit quality during a storage process" Preprints of 1st IFAC/CIGR/EURAGENG/ISHS Workshop on Control Applications in Post-Harvest and Processing Technology. 19-24 (1995)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Y.Hashimoto: "New approach to total production systems based on an intelligent control" Preprints of 1st IFAC/CIGR/ EURAGENG/ISHS Workshop on Control Applications in Post-Harvest and Processing Technology. 151-156 (1995)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Morimoto: "Optimal control of physiological processes of plants in a green plant factory" Control Engineering Practice. 3(4). 505-511 (1995)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Morimoto: "Optimal control of fruit storage system using neural networks and genetic algorithms" Proc.of International Symposium on Automation and Robotics in Bioproduction and Processing. 3. 57-64 (1995)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] K.Hatou: "Three-dimensional Measurement of small crops for bio-technological application" Proc.Of International Conference on Virtual System and Multi Media. 284-289 (1995)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] K.Hatou: "Design of Cultivating System in Plant Factory Based on Virtual Reality" Proc.Of International Conference on Virtual System and Multi Media. 290-294 (1995)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 羽藤堅治: "三次元データベースに基づく植物工場のシステム設計(第3報)-仮想植物工場のための距離画像の三次元画像処理-" 植物工場学会誌. 8(1). 43-48 (1996)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 羽藤堅治: "三次元データベースに基づく植物工場のシステム設計(第4報)-ニューラルネットを利用した三次元の形状認識-" 植物工場学会誌. 8(1). 49-53 (1996)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Morimoto: "Simulative estimation for the identification of the cumulative response of a plant using neural networks" Journal of Society of High Technology in Agriculture(植物工場学会誌). 8(2). 42-48 (1996)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] K.Hatou: "Recognition of damaged apples based on 3-dimensional range image" Proc.6th International Congress for Computer Technology in Agriculture. 562-566 (1996)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] K.Hatou: "Visualization design system for agricultural building" Proc.New Uses for Old Rural Buildings in the Context of Landscape Planning. 392-395 (1996)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Morimoto: "Fuzzy control for fruit storage optimization using neural networks and genetic algorithms" Preprints of the 13th World Congress of IFAC. B. 375-380 (1996)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] K.Hatou: "Range image analysis for the greenhouse automation in intelligent plant factory" Preprints of the 13th World Congress of IFAC. B. 459-464 (1996)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] K.Hatou: "Measurement and recognition of 3-D body in intelligent plant factory" Preprint International Conference on Agricultural Engineering. 96F-27 (1996)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Morimoto: "Intelligent control for plant production system" Control Engineering Practice. 4(6). 773-784 (1996)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Morimoto: "Optimal control of plant growth in hydroponics using neural networks and genetic algorithms" Acta Horticulturae. 406. 433-440 (1996)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] T.Morimoto, J.De Baerdemaeker and Y.Hashimoto: "Optimal control of fruit storage system using neural networks and genetic algorithms" Proc.First Asian Control Conference. Vol.3. 5-8 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] K.Hatou, T.Sugiyama, H.Nonami and Y.Hashimoto: "Computerized Diagnosis System for Plant Growth in Plant Factory" Proc.First Asian Control Conference. Vol.3. 9-12 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] H.Nishina, T.Morimoto and Y.Hashimoto: "Identification of plant production system based on neural networks" Proc.First Asian Control Conference. Vol.3. 13-16 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Morimoto, K.Hatou and Y.Hashimoto: "Speaking Plant Approach for Environment Control Based on Artificial Intelligence" Proc.XII World Congress on Agricultural Engineering. Vol.1. 190-197 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Y.Hashimoto and J.De Baerdemaeker: "Speaking fruit approach to the intelligent control of the storage system" Proc.XII World Congress on Agricultural Engineering. Vol.2. 1493-1500 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Morimoto, K.Hatou and Y.Hashimoto: "Computer integrated system for crop production -Diagnosis of fruits using artificial neural networks" Proc.5th International Conference for Computer Technology in Agriculture. 102-104 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] K.Hatou, H.Nonami, T.Fukuyama and Y.Hashimoto: "Physiological diagnosis of tomato plant grown in hydroponic culture by using image analysis" Acta Horticulturae. 339. 225-232 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Morimoto, J.De Baerdemaeker and Y.Hashimoto: "Optimization of storage system of fruits using neural networks and genetic algorithms" Proc.International Joint Conference of 4th IEEE International Conference on Fuzzy Systems and 2nd International Fuzzy Engineering Symposium. Vol.1. 289-294 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Morimoto, K.Hatou and Y.Hashimoto: "Intelligent Control for Plant Production System" Proc.2nd IFAC/IFIP/EurAgEng Workshop on Artifical Intelligence in Agriculture. 149-154 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Morimoto, W.Purwanto Y.Hashimoto: "Intelligent control simulation for optimization of storage process" Journal of Society of High Technology in Agriculture. 7(2). 91-96 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] K.Hatou, T.Sugiyama, M.Aoyagi and Y.Hashimoto: "System Design for plant factory operation based on three-dimensional data base (1)-Laser-measurement for data base construction" Journal of Society of High Technology in Agriculture. 7(2). 103-109 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] K.Hatou, T.Noguchi and Y.Hashimoto: "System Design for plant factory operation based on three-dimensional data base (2)-Anomation of the shadow of structure as affected by light using virtual reality (VR)" Journal of Society of High Technology in Agriculture. 7(2). 110-115 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Morimoto, W.Purwanto, and J.De Baerdemaeker and Y.Hashimoto: "Optimization for fruit quality during a storage process" Preprints of 1st IFAC/CIGR/EURAGENG/ISHS Workshop on Control Applications in Post-Harvest and Processing Technology. 19-24 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Y.Hashimoto, T.Morimoto, and J.De Baerdemaeker: "New approach to total production systems based on an intelligent control" Preprints of 1st IFAC/CIGR/EURAGENG/ISHS Workshop on Control Applications in Post-Harvest and Processing Technology. 151-156 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Morimoto, T.Torii and Y.Hashimoto: "Optimal control of physiological processes of plants in a green plant factory" Control Engineering Practice. 3(4). 505-511 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Morimoto, J.De Baerdemaeker and Y.Hashimoto: "Optimal control of fruit storage system using neural networks and genetic algorithms" Proc.of International Symposium on Automation and Robotics in Bioproduction and Processing. Vol.3. 57-64 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] K.Hatou, T.Sugiyama and Y.Hashimoto: "Tree-dimensional Measurement of small crops for bio-technological application" Proc.Of International Conference on Virtual System and Multi Media. 284-289 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] K.Hatou, T.Noguchi and Y.Hashimoto: "Design of Cultivating System in Plant Factory Based on Virtual Reality" Proc.Of International Conference on Virtual System and Multi Media. 290-294 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] K.Hatou, T.Sugiyama and Y.Hashimoto: "System Design for plant factory operation based on three-dimensional data base (3) -3-D image processing of range image for virtual plant factory" Journal of Society of High Technology in Agriculture. 8(1). 43-48 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] K.Hatou, Jan de Jager and Y.Hashimoto: "System Design for plant factory operation based on three-dimensional data base (4) -Recognition of 3-dimensional image by using neural network" Journal of Society of High Technology in Agriculture. 8(1). 49-53 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] W.Purwanto, T.Morimoto and Y.Hashimoto: "Simulative estimation for the identification of the cumulative response of a plant using neural networks" Journal of Society of High Technology in Agriculture. 8(2). 42-48 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] J.de Jager, K.Hatou, T.Morimoto and Y.Hashimoto: "Recognition of damaged apples based on 3-dimensional range image" Proc.6th International Congress for Computer Technology in Agriculture. 562-566 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] K.Hatou, T.Noguchi and Y.Hashimoto: "Visualization design system for agricultural building" Proc.New Uses for Old Rural Buildings in the Context of Landscape Planning. 392-395 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Morimoto and Y.Hashimoto: "Fuzzy control for fruit storage optimization using neural networks and genetic algorithms" Preprints of the 13th World Congress of IFAC,B. 375-380 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] K.Hatou, H.Matsuura, T.Sugiyama and Y.Hashimoto: "Range image analysis for the greenhouse automation in intelligent plant factory" Preprints of the 13th World Congress of IFAC,B. 459-464 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] K.Hatou, T.Morimoto J.de Jager and Y.Hashimoto: "Measurement and recognition of 3-D body in intelligent plant factory" Preprint International Conference on Agricultural Engineering. 96F-27. (1996)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Morimoto, K.Hatou and Y.Hashimoto: "Intelligent control for plant production system" Control Engineering Practice. 4(6). 773-784 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] T.Morimoto and Y.Hashimoto: "Optimal control of plant growth in hydroponics using neural networks and genetic algorithms" Acta Horticulturae. 406. 433-440 (1996)

    • Description
      「研究成果報告書概要(欧文)」より

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Published: 1999-03-09  

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