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Enhanced Computer Vision with
Microsoft Kinect Sensor: A Review
Jungong Han, Member, IEEE, Ling Shao,Senior Member,
IEEE, Dong Xu, Member, IEEE,
And Jamie Shotton, Member, IEEE

Presenter: Abu Saleh Md Musa
Roll no: 0907013
Covered Areas
•
•
•
•
•
•
•

Kinect Mechanism
Preprocessing
Object Tracking and Recognition
Human Activity Analysis
Hand Gesture Analysis
Indoor 3-D Mapping
Problems, Outlook and Conclusion
Kinect Mechanism
1. Kinect Sensing Hardware
Kinect Mechanism
2. Kinect Software Tools
Kinect Mechanism
3. Kinect Performance Evaluation

Kinect Censor >TOF cameras
Preprocessing
 Kinect Recalibration
 Depth Data Filtering
Object Tracking and Recognition
 Object Detection and Tracking
 Object and Scene Recognition
Object Tracking and
Recognition
Human Activity Analysis
 Pose Estimation
 Activity Recognition
Hand Gesture Analysis
 Hand Detection
 Hand Pose Estimation
 Gesture Classification
Indoor 3-D Mapping
 Sparse Feature Matching
 Dense Point Matching
Problems, Outlook and
Conclusion
 Real-World Applications
 Efficient Integration of Algorithms
 Information Fusion
 Outlook for the Future
References
 http://vision.in.tum.de/research/rgb-d_sensors_kinect
 http://www.metrilus.de/range-imaging/time-of-flightcameras/
 http://www.cs.washington.edu/rgbd-dataset/
 http://en.wikipedia.org/wiki/Kinect
Enhanced Computer Vision with Microsoft Kinect Sensor: A Review

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