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Research on Vehicle Detection And Tracking from Video Sequences

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Research on Vehicle Detection And Tracking from Video Sequences
論文目錄
 
DEDICATION第1-6頁
ABSTRACT第6-12頁
CHAPTER 1 - INTRODUCTION第12-13頁
CHAPTER 2 - LITERATURE REVIEW第13-17頁
CHAPTER 3 - PROBLEM DEFINITION AND PROPOSED ALGORITHM第17-39頁
  3.1 TASK DEFINITION第17-18頁
  3.2 PROPOSED ALGORITHM第18-31頁
    3.2.1 VEHICLE DETECTIONS第20-22頁
    3.2.2 PRE-PROCESSING第22-24頁
    3.2.3 REGION OF INTERING FILTERING第24-25頁
    3.2.4 FEATURE EXTRACTION第25-27頁
    3.2.5 VEHICLE TRACKING第27-28頁
    3.2.6 VELOCITY ESTIMATIONS:第28-29頁
    3.2.7 CREATE A VIDEO STRUCTURE FROM IMAGES第29-31頁
  3.3 SIMULATION RESULTS第31-39頁
    3.3.1 INPUT VIDEO第31-32頁
    3.3.2 RESULT AFTER BACKGROUND SUBTRACTION第32頁
    3.3.3 RESULT AFTER NOISE REMOVAL AND IMAGE RECONSTRACTIONPROCESSING第32-33頁
    3.3.4 RESULT AFTER THE TWO REGIONS OF INTEREST FILTERING第33-35頁
    3.3.5 RESULTS OF CAR DETECTION AND TRACKING第35-36頁
    3.3.6 VEHICLE ESTIMATION第36-39頁
CHAPTER 4 - EXPERIMENTAL EVALUATIONS第39-45頁
  4.1 METHODOLOGY第39-41頁
  4.2 RESULTS第41-43頁
  4.3 DISCUSSION第43-45頁
CHAPTER 5 - RELATED WORKS第45-54頁
  5.1 COMPARISON WITH PREVIOUS APPROACHES第47-52頁
    5.1.1 Comparison with Gaussian mixture model based algorithm第47-48頁
    5.1.2 Comparison with the optical flow technique:第48-50頁
    5.1.3 Comparisons with normal background subtraction approach:第50-52頁
  5.2 DISCUSSION第52-54頁
CHAPTER 6 - CONCLUSION AND FUTURE WORKS第54-56頁
REFERENCES第56-60頁
ACKNOWLEDGEMENTS第60-61頁
附件第61頁

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