Dissertation > Excellent graduate degree dissertation topics show

Development and Application Research on a Video-based Motion Tracking and Analysis System for Animals

Author: CaiCong
Tutor: XuZuo
School: Huazhong University of Science and Technology
Course: Pattern Recognition and Intelligent Systems
Keywords: Video motion analysis Motion Tracking Target recognition Kalman filter Data Fusion
CLC: TP391.41
Type: Master's thesis
Year: 2011
Downloads: 17
Quote: 0
Read: Download Dissertation

Abstract


Walking is a common organism overall movement . Motion analysis is a screening method , the organism walk way aimed at by kinematic means to reveal abnormal gait link and influencing factors , and to guide rehabilitation assessment and treatment , and also contribute to the clinical diagnosis and mechanisms . The papers to the National Natural Science Foundation of China for animal experiments to develop a set of video - based low - cost motion tracking analysis system , including the hardware platform and software design of two parts , which hardware platform by the high-speed camera , Gigabit Ethernet capture card and PC the machine composition; system software using MATLAB programming , complete video specific joint experimental animals identified automatically tracking and kinematic parameters computing . This paper first introduces a classification of the current domestic and international motion tracking system , applied to motion tracking maneuvering target model comparison , prediction algorithms and target recognition algorithms to analyze the advantages and disadvantages of each , and then identify the composition and three-dimensional motion tracking system hardware production process , detailed tracking algorithm . According to the strength of hindlimb motor motorized mixing characteristics , respectively, using the polynomial fitting and improved Kalman filter for maneuvering target model \results; logo size , logo different intensity contrast with the background , were selected peak tracking correct target grayscale template matching and target recognition method based on color template matching , and finally identified mismatching detection judgment . In addition, the article also used to evaluate the effect of rehabilitation after synchronization of kinematic parameters and EMG signal parameters , and spinal cord injury in rats , respectively, the effect of rehabilitation exercise treadmill training , its motion parameters the results showed that the the treadmill training methods promote the rehabilitation of walking ability in rats , this method can be used for the recovery of hindlimb motor capacity of spinal cord injury .

Related Dissertations

  1. The Research of Navigation Multi-Sensor Data Fusion Technology Based on Micro Unmanned Platform,V249.32
  2. Algorithm Research on SINS/GPS Integrated Navigation Syste,V249.328
  3. Satellite Attitude Determination Based on Gyro and Star Sensor,V448.2
  4. Research on Transfer Alignment of the Missile Onboard the Aircraft,V249.322
  5. Maneuver Detection and Tracking with the Radar Rate Measurement,TN953
  6. ISAR Imaging Simulation of Space Targets and Target Recognition Based on ISAR Images,TN957.52
  7. Research on Multi-Sensor Embattling and Continious Tracking Technique Applying for Anti-Stealth and Anti-Interference,TN953
  8. Study on Virtual Detector of Infrared Hyper-Spectral Image,TP391.41
  9. Research on the Image Real-Time Acquisition, Storage and Image Processing System,TP391.41
  10. Research on Visual Detection and Tracking of Mobile Robots,TP242.62
  11. Design of Gyro Stabilized Pod Control System,TP273
  12. Fire Fighting System Research for the Offshore Platform,U698.4
  13. Research for Infrared Image Target Identification and Tracking Technology,TP391.41
  14. The Compression and Fusion Technique Research of Underwater Target Feature,TN911.7
  15. Research and Application on Detection and Tracking of Object Based on Video Stream,TP391.41
  16. Design Control Algorithm of A Dynamic Positioning System for the Large Trailing Suction Hopper Dredger,U674.31
  17. Two Wheel Electric Bicycle Self-balance Control Algorithm Research,TP273
  18. The Research on Data Fusion Algorithm and Model for Wireless Sensor Networks,TN929.5
  19. Research of Positioning Algorithm Based on Cellular System,TN929.53
  20. Design and Implementation of Intelligent Transportation Video Monitoring System Based on 3G Network,TP391.41
  21. Pedestrian Tracking Based on Multiple Laser Scanners,TP391.41

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