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OpenCV 3 – Advanced Image Detection and Reconstruction
Detecting Interest Points
The Course Overview (2:07)
Detecting Corners in an Image (9:04)
Detecting Features Quickly (4:39)
Detecting Scale-Invariant Features (6:20)
Detecting FAST Features at Multiple Scales (3:04)
Describing and Matching Interest Points
Matching Local Templates (7:22)
Describing and Matching Local Intensity Patterns (8:57)
Matching Keypoints with Binary Descriptors (5:01)
Estimating Projective Relations in Images
Computing the Fundamental Matrix of an Image Pair (5:14)
Matching Images Using Random Sample Consensus (8:32)
Computing a Homography Between Two Images (4:28)
Detecting a Planar Target in Images (5:12)
Learning from Examples
Recognizing Faces Using Nearest Neighbors (5:15)
Finding Objects and Faces with a Cascade of Haar Features (5:08)
Detecting Objects and People with Support Vector Machines (10:13)
Matching Keypoints with Binary Descriptors
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