Dissertation > Excellent graduate degree dissertation topics show

Hyperspectral image processing platform, Research and Design

Author: LiZhenHua
Tutor: WenZuo
School: Huazhong University of Science and Technology
Course: Circuits and Systems
Keywords: Remote sensing Hyperspectral Image Processing Software Development Unsupervised Classification
CLC: TP391.41
Type: Master's thesis
Year: 2011
Downloads: 46
Quote: 0
Read: Download Dissertation

Abstract


Hyperspectral imaging technology is in the top of multispectral technology evolved , as opposed to multi-spectral images , hyperspectral images with higher spectral resolution and more number of bands , so it also brings a richer information . Hyperspectral image processing and analysis techniques in the process of development of remote sensing technology plays an important role . At present , domestic and foreign in hyperspectral image analysis technology has achieved fruitful results , every day a large number of new methods emerge , however, really need to promote these technologies to practical applications , it is necessary to have a professional image processing software . This paper focuses on hyperspectral image processing platform design were studied, elaborated on the platform design process , as well as analysis of the process of developing the platform key technical problems encountered , and the corresponding solutions. Meanwhile , in the image of unsupervised classification algorithm based on a software implementation. This thesis focus includes platform design and research, analysis of hyperspectral image processing platform, the main function, but these main functions into modules , each module describes in detail the main features and the design process , and design linkages between the modules of the interface. Platform design process for key technical problems encountered were analyzed for the corresponding problem proposed solutions . And unsupervised image classification as an example , the use of the interface platform provides the algorithm to achieve , and for the K-means algorithm and IsoData initial class center selection method was improved , but also provides IsoData splitting and merging algorithm threshold selection method . The main work of this paper is to provide an image processing algorithm development interface for hyperspectral image processing platform provides the basis for the expansion . The final paper , the function of the platform to achieve the corresponding test , compared with the ENVI software operation results, and summarizes the current platform features and shortcomings .

Related Dissertations

  1. Research on Temperature Measurement Technique Based on CCD Image Sensor,TH811
  2. Superresolution of Hyperspectral Images Based on Spatial-Spectral Information Coordination,TN911.73
  3. Research on Basic Algorithms of Digital Image Processing and Implementation with FPGA,TP391.41
  4. Research of Images Enhancing Algorithms on Fog or Backlighting Conditions and Implementation with Hardwares,TP391.41
  5. Research on Hyperspectral Image Compression Method Based on Information of Interest,TP391.41
  6. Study on Virtual Detector of Infrared Hyper-Spectral Image,TP391.41
  7. Research on Spaceborne Hyperspectral Sensor Simulation,TP391.9
  8. Research on the Image Real-Time Acquisition, Storage and Image Processing System,TP391.41
  9. The Research of Moving Object Tracking System Based on Embeded Image Process Unit,TP391.41
  10. Research on Visual Servo System of Mechanical ARM,TP242.6
  11. Research on Fusion Algorithm of Hyper Spectral and High Spatial Resolution Remote Sensing Image,TP751
  12. Research on Remote Sensing Image Processing Combining High Fidelity Compression and Resolution Enhancement,TP751
  13. Application Research of Digital Image Processing on Container Inspection,TP274.4
  14. Scene Modeling for Simulation of Hyperspectral Remote Sensing System,TP72
  15. Three-Dimensional Numerical Modelling for the Head and the Electric Field Analysis of DBS,R742.5
  16. Application of Semi-Structure in Leisure Dress,TS941.2
  17. Road extraction algorithm based on region segmentation of remote sensing image,TP751
  18. Research of Anomaly Detection Algorithms of Hyperspectral Imagery Based on Kernel Method,TP751
  19. Research on Nondestructive Detection Technology for External Qualities of Papayas Based-on Vision,S667.9
  20. Research on Detecting Optical Fiber Geometric Parameter Based on Machine Vision,TN253
  21. Research on Identification System of Cashmere and Wool Fiber,TS101.921

CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer applications > Information processing (information processing) > Pattern Recognition and devices > Image recognition device
© 2012 www.DissertationTopic.Net  Mobile