Fast and invariant feature extraction is crucial in certain computer vision applications where
the computation time is constrained in both training and testing phases of the classifier. In …

Binary descriptors have been widely used for real-time image retrieval and correspondence
matching. However, most of the learned descriptors are obtained using a large deep neural …

Video shot segmentation is a preliminary process used in video content analysis which
requires for content description. Conventional shot segmentation techniques nourished with …

Feature selection is a key challenge before the process of classification could be performed.
The classification accuracy would increase by using a good feature selection method and …

Salient Dither Pattern Feature (SDPF) is one of the visual features, which is highly efficient in
feature extraction. The incorporated descriptor of SDPF is a lower dimensional spatial …

Visual feature clustering is one of the cost-effective approaches to segment objects in
videos. However, the assumptions made for developing the existing algorithms prevent them …

There are various models of retrieval mechanisms for effective video retrieval,
however,'semantic gap'still persists. This study aims to reduce the gap by providing a …

Video search and retrieval becoming hot topic in multimedia information retrieval. However,
thesemantic gap'still persists and urges effective mechanisms to bridge the gap. This paper …