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Chapter 1: Fun with Filters

Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

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Page 1: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Chapter 1: Fun with Filters

Page 2: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 3: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 4: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 5: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 6: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 7: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Chapter 2: Hand Gesture Recognition Using a Kinect Depth Sensor

Page 8: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 9: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 10: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 11: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 12: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 13: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Chapter 3: Finding Objects via Feature Matching and Perspective Transforms

Page 14: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 15: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 16: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 17: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 18: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 19: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 20: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 21: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 22: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Chapter 4: 3D Scene Reconstruction Using Structure from Motion 7

Page 23: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 24: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 25: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 26: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 27: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 28: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 29: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 30: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 31: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Chapter 5: Tracking Visually Salient Objects

Page 32: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 33: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 34: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 35: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 36: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 37: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 38: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Chapter 6: Learning to Recognize Traffi Signs

Page 39: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 40: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 41: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 42: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 43: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 44: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Chapter 7: Learning to Recognize Emotion in Faces

Page 45: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 46: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 47: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 48: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 49: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

Page 50: Chapter 1: Fun with Filters...1. 1. 1. o. o. 4 2 o 8 6 Accuracy gray Accuracy gray one-vs-one Precision hog c:x:::) hog Recall Recall rgb rgb hsv one-vs-all surf 0.4 o. o. 1. 1.Training

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