1 / 13

Goals of Computer Vision

Goals of Computer Vision. To make useful decisions based on sensed images To construct 3D structure from 2D images. Related Areas of Computer Vision. Computer Graphics Image Processing Pattern Recognition Artificial Intelligence Virtual Reality. Applications of Computer Vision.

iain
Download Presentation

Goals of Computer Vision

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. Goals of Computer Vision • To make useful decisions based on sensed images • To construct 3D structure from 2D images.

  2. Related Areas of Computer Vision • Computer Graphics • Image Processing • Pattern Recognition • Artificial Intelligence • Virtual Reality

  3. Applications of Computer Vision • Human Face Identification • Image Database Query • Inspecting Products • Examining the Inside of a Human Head (MRI) • Optic Character Recognition (OCR) • Analyze Satellite Image • Unmanned Autonomous Vehicle (UAV)

  4. Human Visual Perception

  5. Human eye

  6. How do we see an object? Light Eye Object • Luminance  Lightness  Rods • Chrominance  Color  Cones Human eye is more sensitive to luminance than to chrominance

  7. Cones & Rods( day & night )

  8. Machine Visual Perception

  9. Digital Image

  10. Sampling & Quantization

  11. Types of Images • Analog Image • Digital Image • Binary Image • Gray-scale Image • Color (Multispectral) Image

  12. Image Formats • Vector Image • Bitmap Image • RAW  no header • RLE (Run-Length Encoding) • PGM,PPM,PNM (Portable Gray Map) • GIF (Graphics Interchange Format)  no more than 256 colors • TIF (Tag Image File Format)  Scanner • EPS (Encapsulated Postscript)  Printer • JPEG (Joint Photographic Experts Group)  Compression ratio • MPEG (Motion Picture Experts Group)  Video

  13. Comparison of Image Formats

More Related