1 / 8

Image Annotation using XML and MPEG-7

Image Annotation using XML and MPEG-7. Manjeet Rege Department of Computer Science Wayne State University rege@wayne.edu. Introduction. Problem Statement : Medical Image queries “ Find the possible diagnosis based on the features of the medical image” .

tiger
Télécharger la présentation

Image Annotation using XML and MPEG-7

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. Image Annotation using XML and MPEG-7 Manjeet Rege Department of Computer Science Wayne State University rege@wayne.edu

  2. Introduction • Problem Statement: Medical Image queries • “Find the possible diagnosis based on the features of the medical image”. • “For a given diagnosis, retrieve all the medical images that have the same diagnosis”. • Proposed Solution • Medical Image Annotation using MPEG-7.

  3. Overview of MPEG-7 • MPEG-7 files are XML files that contain a reference to the location of the corresponding image file. • MPEG-7 gives us the ability to combine and store the semantic information with the visual features extracted from the image in one XML file.

  4. Example Patient name: John Doe Physician name: Dr Smith Year: 2002 Location: National Hospital

  5. MPEG-7 representation

  6. MPEG-7 representation

  7. Advantages of Annotating Medical Images using MPEG-7 • Annotation for querying with Demographic Information • “Find all images of patient John Doe treated by Dr Smith in the year 2002 at National Hospital”. • Annotation for querying with Medical Information • “Find all image slices of patient John Doe containing Cortex insularis in the year 2002.”

  8. Related Publications • Manjeet Rege, Ming Dong, Farshad Fotouhi, Mohammad-Reza Siadat and Lucia Zamorano, "Using MPEG-7 to build a Human Brain Image Database for Image-guided Neurosurgery", in proc. of SPIE International Symposium on Medical Imaging 2005. • Manjeet Rege, Ming Dong and Farshad Fotouhi, "XML Path based Relevance Model for Automatic Image Annotation", in proc. of IEEE International Conference on Multimedia & Expo (ICME) 2005.

More Related