Title :
Accessmath: Indexing and retrieving video segments containing math expressions based on visual similarity
Author :
Davila, Kenny ; Agarwal, Abhishek ; Gaborski, Roger ; Zanibbi, Richard ; Ludi, Stephanie
Author_Institution :
Dept. of Comput. Sci., Rochester Inst. of Technol., Rochester, NY, USA
Abstract :
Access Math project is a work in progress oriented toward helping visually impaired students in and out of the class-room. The system works with videos from math lectures. For each lecture, videos of the whiteboard content from two different sources are provided. An application for extraction and retrieval of that content is presented. After the content has been indexed, the user can select a portion of the whiteboard content found in a video frame and use it as a query to find segments of video with similar content. Graphs of neighboring connected components are used to describe both the query and the candidate regions, and the results of a query are ranked using the recall of matched graph edges between the graph of the query and the graph of each candidate. This is a recognition-free method and belongs to the field of sketch-based image retrieval.
Keywords :
feature extraction; graph theory; handicapped aids; image matching; indexing; interactive devices; mathematics computing; video retrieval; AccessMath project; candidate graph; candidate regions; content extraction; content retrieval; graph edge matching; math expressions; math lectures; neighboring connected component graph; query graph; query region; recognition-free method; sketch-based image retrieval; video frame; video segment indexing; video segment retrieval; visual similarity; visually impaired students; whiteboard content; Cameras; Image retrieval; Indexing; Software; Streaming media; Visualization; Content-Based Image Retrieval; Math Retrieval; Sketch-Based Image Retrieval;
Conference_Titel :
Image Processing Workshop (WNYIPW), 2013 IEEE Western New York
Conference_Location :
Rochester, NY
Print_ISBN :
978-1-4799-3025-8
DOI :
10.1109/WNYIPW.2013.6890981