Development of An Intelligent Photogrammetric TreeMeasurement System for Forest Management

• Project/Area Number: 23780262
• Research Category: Grant-in-Aid for Young Scientists (B)
• Allocation Type: Multi-year Fund
• Research Field: Agricultural information engineering
• Research Institution: Meiji University (2012); Tokyo Institute of Technology (2011)
• Principal Investigator: DIAGO-MARQUEZ Luis Ariel 明治大学, 研究・知財戦略機構, 客員研究員 (20467020)
• Project Period (FY): 2011 – 2013
• Project Status: Completed (Fiscal Year 2013)
• Budget Amount: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000); Fiscal Year 2012: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000); Fiscal Year 2011: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
• Keywords: Image processing / image recognition / Forest Management and Planning / リモートセンシング / 画像処理 / 森林 / フライングロボット / remote sensing / image processing / forestry

Research Abstract

As the countermeasure against global warming, a high expectation is accorded to the function of forest to reduce the carbon dioxide. This research succeeded in constructing the full 3D CAD image based on the combination of satellite images with tree images acquired on the small field by training a newly proposed Holographic Neural Network. Key-technologies introduced in the system reduce field measurement time and facilitate the planning in current forest management systems.

Research Products

• [Journal Article] Line-Based Region Growing Image Segmentation for Mobile Device Applications (2012)
  • Author(s): Y. Bo, L. A. Diago, M. Savchenko and I.Hagiwara
  • Journal Title: The Journal of the Institute of Image Electronics Engineers of Japan (IIEEJ) Volume: Vol.41, No.1 Pages: 7-17
  • Peer Reviewed
• [Journal Article] Interactive Image Segmentation by Polygonal Representation (2012)
  • Author(s): Ladys RODRIGUEZ
  • Journal Title: The Journal of the Institute of Image Electronics Engineers of Japan (IIEEJ) 2012 Volume: 40 Pages: 223-234
  • Peer Reviewed
• [Journal Article] Line-Based Region Growing Image Segmentation for Mobile Device Applications (2012)
  • Author(s): Yu Bo
  • Journal Title: The Journal of the Institute of Image Electronics Engineers of Japan (IIEEJ) 2012 Volume: 41 Pages: 7-17
  • Peer Reviewed
• [Journal Article] Examination of a Correction Method to Shadows in the Face Image for Iyashi Expression Recognition System (2012)
  • Author(s): Toshiki KAMBAYASHI
  • Journal Title: The Journal of the Institute of Image Electronics Engineers of Japan (IIEEJ) 2012 Volume: 41 Pages: 28-35
  • Peer Reviewed
• [Journal Article] CUDA accelerated simulation of multiple scattering using decoupling approximation (2012)
  • Author(s): Zheng Gong
  • Journal Title: Journal of Visualization Volume: 1 Pages: 85-95
  • Peer Reviewed
• [Journal Article] GPU based Rendering of Natural Atmospheric Phenomena (2012)
  • Author(s): Zheng Gong
  • Journal Title: Applied Mechanics and Materials Volume: 121-126 Pages: 857-861
  • Peer Reviewed
• [Journal Article] Interactive Image Segmentation by Polygonal Representation (2012)
  • Author(s): Ladys RODRIGUEZ, L. A. Diago and Ichiro HAGIWARA
  • Journal Title: The Journal of the Institute of Image Electronics Engineers of Japan (IIEEJ) 2012 Volume: 40
  • Peer Reviewed
• [Journal Article] Line-Based Region Growing Image Segmentation for Mobile Device Applications (2012)
  • Author(s): Yu Bo, L. A. Diago, M. Savchenko and Ichiro HAGIWARA
  • Journal Title: The Journal of the Institute of Image Electronics Engineers of Japan (IIEEJ) 2012 Volume: 41
  • Peer Reviewed
• [Journal Article] Examination of a Correction Method to Shadows in the Face Image for Iyashi Expression Recognition System (2012)
  • Author(s): Toshiki KAMBAYASHI, L. A. Diago, Tetsuko KITAOKA and Ichiro HAGIWARA
  • Journal Title: The Journal of the Institute of Image Electronics Engineers of Japan (IIEEJ) 2012 Volume: 41
  • Peer Reviewed
• [Journal Article] Improved Exemplar-Based Image Inpainting with Reduced Search Space Computation from Wavelet Decomposition (2011)
  • Author(s): L. Rodriguez, L. A. Diago and I. Hagiwara
  • Journal Title: The Journal of the Institute of Image Electronics Engineers of Japan Volume: Vol.40, No.3, Pages: 428-438
  • Peer Reviewed
• [Journal Article] Neuro-Fuzzy Quantification of Personal Perceptions of Facial Images Based on a Limited Data Set (2011)
  • Author(s): L. A. Diago, T. Kitaoka, I. Hagiwara and T. Kambayashi
  • Journal Title: IEEE Transactions on Neural Networks Volume: 22 Pages: 2422-2434
  • Peer Reviewed
• [Journal Article] Improved Exemplar-Based Image Inpainting with Reduced Search Space Computation from Wavelet Decomposition (2011)
  • Author(s): Ladys RODRIGUEZ, L. A. Diago and Ichiro HAGIWARA
  • Journal Title: The Journal of the Institute of Image Electronics Engineers of Japan (IIEEJ) 2011 Volume: 40 Pages: 428-438
  • Peer Reviewed
• [Journal Article] Mesh Segmentation Using the Platonic Solids (2011)
  • Author(s): M. Savchenko, L. A. Diago, V. Savchenko O. Egorova and I. Hagiwara
  • Journal Title: Journal of the Japan Society for Simulation Technology 2011 Volume: 3 Pages: 1-10
  • Peer Reviewed
• [Journal Article] Interactive Image Segmentation by Polygonal Representation
  • Author(s): L. Rodriguez, L. A. Diago and I. Hagiwara,
  • Journal Title: The Journal of the Institute of Image Electronics Engineers of Japan Volume: Vol.41, No.3 Pages: 223-234
  • Peer Reviewed
• [Journal Article] Examination of a Correction Method to Shadows in the Face Image for IyashiExpression Recognition System.
  • Author(s): T. Kambayashi, L. A. Diago, T. Kitaoka and I. Hagiwara
  • Journal Title: The Journal of the Institute of Image Electronics Engineers of Japan Volume: Vol.41, No.1 Pages: 28-35
  • Peer Reviewed
• [Journal Article] CUDA accelerated simulation of multiple scattering using decoupling approximation
  • Author(s): Z. Gong, L. A. Diago, I. Hagiwara
  • Journal Title: Journal of Visualization Volume: Vol. 15 No. 1 Pages: 85-95
  • Peer Reviewed
• [Journal Article] GPU based Rendering of Natural Atmospheric Phenomena
  • Author(s): Z. Gong, L. A. Diago, I. Hagiwara
  • Journal Title: Applied Mechanics and Materials Volume: Vols. 121-126 Pages: 857-861
  • Peer Reviewed
• [Journal Article] Neuro-Fuzzy Quantification of Personal Perceptions of Facial Images Based on a Limited Data Set.
  • Author(s): L. A. Diago, T. Kitaoka, I. Hagiwara and T. Kambayashi
  • Journal Title: IEEE Transactions on Neural Networks Volume: Vol.22, No.12 Pages: 2422-2434
  • Peer Reviewed
• [Journal Article] Mesh Segmentation Using the Platonic Solids.
  • Author(s): M. Savchenko, L. A. Diago, V. Savchenko, O. Egorova and I. Hagiwara
  • Journal Title: Journal of the Japan Society for Simulation Technology Volume: Vol.3, No.1, Pages: 1-10
  • Peer Reviewed
• [Presentation] An Efficiency-driven Deterministic Optimization Approach for Sensor Placement in Image-based Forest Field Measurement, (2012)
  • Author(s): L. A. Diago, Z. Gong, N. Muto, Yang Lu, Hagiwara
  • Organizer: Simulation Conference 2012
  • Place of Presentation: Shanghai, China,
• [Presentation] Optimization of Space Color Mapping Using Compactly Supported Radial Basis Functions for Color Reproduction (2012)
  • Author(s): L. Rodriguez, L. A. Diago, and Ichiro Hagiwara
  • Organizer: Asia Simulation Conference 2012
  • Place of Presentation: Shanghai, China
• [Presentation] Hagiwara Optimal Color Reproduction by Means of a Compactly Supported Radial Basis FunctionSpace Mapping (2012)
  • Author(s): L. Rodriguez, L. A. Diago, and I.
  • Organizer: WCCI 2012 IEEE World Congress on Computational Intelligence
  • Place of Presentation: Australia
• [Presentation] An Efficiency-driven Deterministic Optimization Approach for Sensor Placement in Image-based Forest Field Measurement (2012)
  • Author(s): L. A. Diago
  • Organizer: Asia Simulation Conference 2012
  • Place of Presentation: Shanghai
• [Presentation] Optimization of Space Color Mapping Using Compactly Supported Radial Basis Functions for Color Reproduction (2012)
  • Author(s): Ladys Rodriguez
  • Organizer: Asia Simulation Conference 2012
  • Place of Presentation: Shanghai
• [Presentation] Optimal Color Reproduction by Means of a Compactly Supported Radial Basis Function Space Mapping (2012)
  • Author(s): L. A. Diago
  • Organizer: WCCI 2012 IEEE World Congress on Computational Intelligence
  • Place of Presentation: Australia
• [Presentation] Approach for Iyashi Engineering from Color Simulation. In Proc (2011)
  • Author(s): L. Rodriguez, L. A. Diago, T. Kitaoka and I. Hagiwara
  • Organizer: JSME 2nd Symposium on Sports and Human Dynamics
  • Place of Presentation: Kyoto, Japan
• [Presentation] Development of an Iyashi Engineering System, In Proc (2011)
  • Author(s): L. A. Diago, T. Kitaoka and I. Hagiwara,
  • Organizer: JSME 2nd Symposium on Sports and Human Dynamics
  • Place of Presentation: Kyoto, Japan
• [Presentation] Applying EEG to Iyashi Evaluation Index. In Proc (2011)
  • Author(s): R. Hashizume, T. Kitaoka L. A. Diago, and I. Hagiwara
  • Organizer: JSME 24th Computational Engineering Conference
  • Place of Presentation: Okayama, Japan
• [Presentation] Development of an Iyashi Engineering System (2011)
  • Author(s): L. A. Diago, T. Kitaoka and Ichiro Hagiwara
  • Organizer: JSME 2nd Symposium on Sports and Human Dynamics
  • Place of Presentation: 京都大学
• [Presentation] Study on Improvement of the Predictability of Iyashi by Extracting Fuzzy Rules (2011)
  • Author(s): L. A. Diago, Tetsuko Kitaoka and Ichiro Hagiwara
  • Organizer: JSME 24th Computational Engineering Conference
  • Place of Presentation: 東京工業大学