Global image features - PowerPoint PPT Presentation

Advanced Computer Vision

Advanced Computer Vision. Lecture 03 Roger S. Gaborski. Video Lecture. http://videolectures.net/ nips09_torralba_uvs Paper: VLFeat -An open and portable library of computer vision algorithms http:// vision.ucla.edu /papers/vedaldiF10.pdf. Object Recognition. Issues: Viewpoint Scale

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Chapter 5: Perceiving Objects and Scenes

Chapter 5: Perceiving Objects and Scenes. Modern Technology. What would it take to build a car that could negotiate a neighborhood with a human at the wheel? Already have cars that hit the brakes if object blocks the path when backing up. Cars that nudge you if cross center line.

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Review: Intro to recognition

Review: Intro to recognition. Recognition tasks Machine learning approach: training, testing, generalization Example classifiers Nearest neighbor Linear classifiers. Image features. Spatial support:. Pixel or local patch. Segmentation region. Bounding box. Whole image. Image features.

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