This paper presents a novel technique for efficient and generic matching of compressed video shots, through compact signatures extracted directly without decompression. The compact signature is based on the Dominant Color Profile (DCP), a sequence of dominant colors extracted and arranged as a sequence of spikes in analogy to the human retinal representation of a scene. The proposed signature represents a given video shot with ~490 integer values, facilitating for real time processing to retrieve a maximum set of matching videos. The technique is able to work directly on MPEG compressed videos, without full decompression, as it utilizes the DC-image as a base for extracting color features. The DC-image has a highly reduced size, while retaining most of visual aspects, and provides high performance compared to the full I-frame. The experiments and results on various standard datasets show the promising performance, both the accuracy and the efficient computation complexity, of the proposed technique.
|Title of host publication||Proceedings - International Conference on Pattern Recognition|
|Publication status||Published - 28 Aug 2014|
|Event||22nd International Conference on Pattern Recognition - Stockholm, Sweden|
Duration: 24 Aug 2014 → 28 Aug 2014
|Conference||22nd International Conference on Pattern Recognition|
|Period||24/08/14 → 28/08/14|
- Centre for Intelligent Visual Computing Research