To the Graduate Council: I am submitting herewith a thesis written by ...

More documents

Recommendations

Info

Chapter 5: Analysis and Results 77We present the results of the shape description proposed in this thesis in Figures 5.13and 5.14. We start with the description of the simple cube in Figure 5.13 (a). We showhow the six faces of a cube are interconnected in the graph and since each of these facesis planar they convey no shape information. We would like to emphasize that all cuboidswill also have the same description. This can be distinguished only with scaleinformation along with the graph. With the fan disk example, we show the graphcomplexity that we will face with more and more complex parts. Figure 5.13(c),5.14(a)–(c) are our experimental results on automotive components. Since ourassumptions about man-made components go well with the informational signature thatwe have proposed our results are good. We show the result of applying our measure onthe real scene that we acquired before we conclude this section in Figure 5.15. We showthe scene, the segmented muffler from the scene and its description that looks verysimilar to the muffler results in Figure 5.13(c). We consider this as our first step towardsobject detection. However for the algorithm to be fully automated for object detectionwe need an implementation of partial graph matching. We also have to addressocclusion problems and representation issues with more and more complex components.This section concludes our experimental results for the CVM algorithm. We havepresented the evolution of the algorithm in this chapter with results and analysis at eachstage of the development. We now move to the final section of this thesis where wedraw conclusions from these results and then discuss future directions for our research.
Chapter 5: Analysis and Results 78Triangle MeshModelCurvedness – SharpEdges DetectionSmooth PatchDecompositionGraphRepresentation(a)(b)(c)Figure 5.13: CVM graph results on simple mesh models: curvedness-based edgedetection, smooth patch decomposition and graph representation. (a) Cube (b) Fandisk. (c) Disc Brake.
Page 1 and 2:
To the Graduate Council:I am submit
Page 3 and 4:
Acknowledgementsii“Experience is
Page 5 and 6:
Contents1 INTRODUCTION.............
Page 7 and 8:
List of TablesviTable 2.1:Qualitati
Page 9 and 10:
viiiFigure 5.2: Curvature analysis
Page 11 and 12:
Chapter 1: Introduction 21.1 Motiva
Page 13 and 14:
Chapter 1: Introduction 41.2 Propos
Page 15 and 16:
Chapter 1: Introduction 6We then pe
Page 17 and 18:
Chapter 2: Literature Review 8Shape
Page 19 and 20:
Chapter 2: Literature Review 102.2.
Page 21 and 22:
Chapter 2: Literature Review 12Bimb
Page 23 and 24:
Chapter 2: Literature Review 14is f
Page 25 and 26:
Chapter 2: Literature Review 16foun
Page 27 and 28:
Chapter 2: Literature Review 18Kort
Page 29 and 30:
Chapter 2: Literature Review 20boun
Page 31 and 32:
Chapter 2: Literature Review 22Gots
Page 33 and 34:
Chapter 2: Literature Review 24Tabl
Page 35 and 36: Chapter 3: Data Collection and Mode
Page 49 and 50: Chapter 4: Algorithm Overview 404.1
Page 51 and 52: Chapter 4: Algorithm Overview 42Tri
Page 53 and 54: Chapter 4: Algorithm Overview 44whe
Page 55 and 56: Chapter 4: Algorithm Overview 46The
Page 57 and 58: Chapter 4: Algorithm Overview 48of
Page 59 and 60: Chapter 4: Algorithm Overview 50∞
Page 61 and 62: Chapter 4: Algorithm Overview 52The
Page 63 and 64: Chapter 4: Algorithm Overview 54smo
Page 65 and 66: Chapter 4: Algorithm Overview 564.2
Page 67 and 68: Chapter 4: Algorithm Overview 58Wit
Page 69 and 70: Chapter 5: Analysis and Results 60W
Page 71 and 72: Chapter 5: Analysis and Results 62S
Page 73 and 74: Chapter 5: Analysis and Results 64F
Page 75 and 76: Chapter 5: Analysis and Results 66t
Page 77 and 78: Chapter 5: Analysis and Results 68A
Page 79 and 80: Chapter 5: Analysis and Results 705
Page 81 and 82: Chapter 5: Analysis and Results 72S
Page 83 and 84: Chapter 5: Analysis and Results 74W
Page 85: Chapter 5: Analysis and Results 76C
Page 89 and 90: Chapter 5: Analysis and Results 80(
Page 91 and 92: Chapter 6: Conclusions 82complexity
Page 93 and 94: Bibliography 84BIBLIOGRAPHY
Page 95 and 96: Bibliography 86[Biermann, 2001][Bel
Page 97 and 98: Bibliography 88[Cyr and Kimia, 2001
Page 99 and 100: Bibliography 90[Gourley, 1998][Gosh
Page 101 and 102: Bibliography 92[Joshi and Chang, 19
Page 103 and 104: Bibliography 94[Meyer, 2002][Morse,
Page 105 and 106: Bibliography 96[Safar et al., 2000]
Page 107 and 108: Bibliography 98parts,” IEEE Trans
Page 109: Vita 100VITASreenivas Rangan Sukuma
show all

To the Graduate Council: I am submitting herewith a thesis written by ...

Create successful ePaper yourself

Delete template?

Save as template?