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  1. International Journal of Computer Vision
  2. International Journal of Computer Vision : Volume 101
  3. International Journal of Computer Vision : Volume 101, Issue 3, February 2013
  4. Random Forests for Real Time 3D Face Analysis
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International Journal of Computer Vision : Volume 123
International Journal of Computer Vision : Volume 122
International Journal of Computer Vision : Volume 121
International Journal of Computer Vision : Volume 120
International Journal of Computer Vision : Volume 119
International Journal of Computer Vision : Volume 118
International Journal of Computer Vision : Volume 117
International Journal of Computer Vision : Volume 116
International Journal of Computer Vision : Volume 115
International Journal of Computer Vision : Volume 114
International Journal of Computer Vision : Volume 113
International Journal of Computer Vision : Volume 112
International Journal of Computer Vision : Volume 111
International Journal of Computer Vision : Volume 110
International Journal of Computer Vision : Volume 109
International Journal of Computer Vision : Volume 108
International Journal of Computer Vision : Volume 107
International Journal of Computer Vision : Volume 106
International Journal of Computer Vision : Volume 105
International Journal of Computer Vision : Volume 104
International Journal of Computer Vision : Volume 103
International Journal of Computer Vision : Volume 102
International Journal of Computer Vision : Volume 101
International Journal of Computer Vision : Volume 101, Issue 3, February 2013
Guest Editorial: Human–Computer Interaction: Real-Time Vision Aspects of Natural User Interfaces
Attention Based Detection and Recognition of Hand Postures Against Complex Backgrounds
Exploring the Trade-off Between Accuracy and Observational Latency in Action Recognition
Random Forests for Real Time 3D Face Analysis
Improving Head Movement Tolerance of Cross-Ratio Based Eye Trackers
Using Segmented 3D Point Clouds for Accurate Likelihood Approximation in Human Pose Tracking
Euler Principal Component Analysis
Virtual Volumetric Graphics on Commodity Displays Using 3D Viewer Tracking
International Journal of Computer Vision : Volume 101, Issue 2, January 2013
International Journal of Computer Vision : Volume 101, Issue 1, January 2013
International Journal of Computer Vision : Volume 100
International Journal of Computer Vision : Volume 99
International Journal of Computer Vision : Volume 98
International Journal of Computer Vision : Volume 97
International Journal of Computer Vision : Volume 96
International Journal of Computer Vision : Volume 95
International Journal of Computer Vision : Volume 94
International Journal of Computer Vision : Volume 93
International Journal of Computer Vision : Volume 92
International Journal of Computer Vision : Volume 91
International Journal of Computer Vision : Volume 90
International Journal of Computer Vision : Volume 89
International Journal of Computer Vision : Volume 88
International Journal of Computer Vision : Volume 87
International Journal of Computer Vision : Volume 86
International Journal of Computer Vision : Volume 85
International Journal of Computer Vision : Volume 84
International Journal of Computer Vision : Volume 83
International Journal of Computer Vision : Volume 82
International Journal of Computer Vision : Volume 81
International Journal of Computer Vision : Volume 80
International Journal of Computer Vision : Volume 79
International Journal of Computer Vision : Volume 78
International Journal of Computer Vision : Volume 77
International Journal of Computer Vision : Volume 76
International Journal of Computer Vision : Volume 75
International Journal of Computer Vision : Volume 74
International Journal of Computer Vision : Volume 73
International Journal of Computer Vision : Volume 72
International Journal of Computer Vision : Volume 71
International Journal of Computer Vision : Volume 70
International Journal of Computer Vision : Volume 69
International Journal of Computer Vision : Volume 68
International Journal of Computer Vision : Volume 67
International Journal of Computer Vision : Volume 66
International Journal of Computer Vision : Volume 65
International Journal of Computer Vision : Volume 64
International Journal of Computer Vision : Volume 63
International Journal of Computer Vision : Volume 62
International Journal of Computer Vision : Volume 61
International Journal of Computer Vision : Volume 60
International Journal of Computer Vision : Volume 59
International Journal of Computer Vision : Volume 58
International Journal of Computer Vision : Volume 57
International Journal of Computer Vision : Volume 56
International Journal of Computer Vision : Volume 55
International Journal of Computer Vision : Volume 54
International Journal of Computer Vision : Volume 53
International Journal of Computer Vision : Volume 52
International Journal of Computer Vision : Volume 51
International Journal of Computer Vision : Volume 50
International Journal of Computer Vision : Volume 49
International Journal of Computer Vision : Volume 48
International Journal of Computer Vision : Volume 47
International Journal of Computer Vision : Volume 46
International Journal of Computer Vision : Volume 45
International Journal of Computer Vision : Volume 44
International Journal of Computer Vision : Volume 43
International Journal of Computer Vision : Volume 42
International Journal of Computer Vision : Volume 41
International Journal of Computer Vision : Volume 40
International Journal of Computer Vision : Volume 39
International Journal of Computer Vision : Volume 38
International Journal of Computer Vision : Volume 37
International Journal of Computer Vision : Volume 36
International Journal of Computer Vision : Volume 35
International Journal of Computer Vision : Volume 34
International Journal of Computer Vision : Volume 33
International Journal of Computer Vision : Volume 32
International Journal of Computer Vision : Volume 31
International Journal of Computer Vision : Volume 30
International Journal of Computer Vision : Volume 29
International Journal of Computer Vision : Volume 28
International Journal of Computer Vision : Volume 27
International Journal of Computer Vision : Volume 26
International Journal of Computer Vision : Volume 25
International Journal of Computer Vision : Volume 24
International Journal of Computer Vision : Volume 23
International Journal of Computer Vision : Volume 22
International Journal of Computer Vision : Volume 21

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Random Forests for Real Time 3D Face Analysis

Content Provider SpringerLink
Author Fanelli, Gabriele Dantone, Matthias Gall, Juergen Fossati, Andrea Gool, Luc
Copyright Year 2012
Abstract We present a random forest-based framework for real time head pose estimation from depth images and extend it to localize a set of facial features in 3D. Our algorithm takes a voting approach, where each patch extracted from the depth image can directly cast a vote for the head pose or each of the facial features. Our system proves capable of handling large rotations, partial occlusions, and the noisy depth data acquired using commercial sensors. Moreover, the algorithm works on each frame independently and achieves real time performance without resorting to parallel computations on a GPU. We present extensive experiments on publicly available, challenging datasets and present a new annotated head pose database recorded using a Microsoft Kinect.
Starting Page 437
Ending Page 458
Page Count 22
File Format PDF
ISSN 09205691
Journal International Journal of Computer Vision
Volume Number 101
Issue Number 3
e-ISSN 15731405
Language English
Publisher Springer US
Publisher Date 2012-08-01
Publisher Place Boston
Access Restriction Subscribed
Subject Keyword Random forests Head pose estimation 3D facial features detection Real time Computer Imaging, Vision, Pattern Recognition and Graphics Artificial Intelligence (incl. Robotics) Image Processing and Computer Vision Pattern Recognition
Content Type Text
Resource Type Article
Subject Software Computer Vision and Pattern Recognition Artificial Intelligence
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