Title :
Efficient communication of video using metadata
Author :
Naman, Aous Thabit ; Edwards, Duncan ; Taubman, David
Author_Institution :
Sch. of Electr. Eng. & Telecommun., Univ. of New South Wales, Sydney, NSW, Australia
Abstract :
In traditional video coding schemes, motion information is tightly coupled to the prediction strategy. In this preliminary work, we depart from this model by utilizing metadata to convey motion information to the client; in particular, metadata conveys crude boundaries of objects together with motion information for these objects. Here, we are interested in applications where metadata itself carries semantics that the client is interested in, such as tracking information in surveillance applications. To keep things simple, we focus on the case where we have a single object to track. Therefore, we model each frame as a background region with a foreground region/object, enclosing each region by a quadrilateral that identifies it. The foreground quadrilateral does not follow the exact boundaries of the foreground object; it leaves the task of identifying these boundaries to the client. The advantages of metadata is that it provides a global representation of motion, which allows predicting a given object from potentially all the frames that contain that object. The approach is applicable in fully open loop systems such as in the case of the JPEG2000-Based Scalable Interactive Video (JSIV) paradigm. In this work, we present the concepts behind the proposed approach and detail the modifications introduced to the JSIV server and client policies, presenting some promising preliminary results.
Keywords :
meta data; motion compensation; video coding; video surveillance; JPEG2000-based scalable interactive video paradigm; JSIV; background region; foreground region; metadata; open loop systems; surveillance applications; video coding schemes; Conferences; Image reconstruction; Motion compensation; Optimization; Servers; Tracking; Teleconferencing; image coding; image communication; motion compensation; video signal processing;
Conference_Titel :
Image Processing (ICIP), 2011 18th IEEE International Conference on
Conference_Location :
Brussels
Print_ISBN :
978-1-4577-1304-0
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2011.6116616