Local Binary Pattern is the most popular texture classification feature. It also shows excellent face detection performance. It is robust to the illumination and contrast variations as it considers the signs of the pixel differences. A Histogramming Local Binary Pattern code makes the descriptor resistant to translations within the Histogramming neighborhood. The two sets of novel edge-texture ...

Despite the fact that the two texture descriptors, the completed modeling of Local Binary Pattern (CLBP) and the Completed Local Binary Count (CLBC), have achieved a remarkable accuracy for invariant rotation texture classification, they inherit some Local Binary Pattern (LBP) drawbacks. The LBP is sensitive to noise, and different patterns of LBP may be classified into the same class that redu...

Human protein subcellular location prediction can provide critical knowledge for understanding a protein's function. Since significant progress has been made on digital microscopy, automated image-based protein subcellular location classification is urgently needed. In this paper, we aim to investigate more representative image features that can be effectively used for dealing with the multilab...

We used mismatch negativity (MMN) to examine structural encoding of local and global auditory patterns in perceptual memory. Unlike previous MMN studies of local-global auditory perceptual organization that used interval-contour stimuli, here we presented hierarchical stimuli in which local pattern organization formed global patterns. Importantly, our stimuli allowed independent manipulation of...

Introduction: Content Based Image Retrieval (CBIR) is a method of image searching and retrieval in a  database. In medical applications, CBIR is a tool used by physicians to compare the previous and current  medical images associated with patients pathological conditions. As the volume of pictorial information  stored in medical image databases is in progress, efficient image indexing and retri...

Experiments were carried out to test whether spatial relationships between local pattern features are important in the production of pattern-specific visual adaptation effects. Evidence was found for sensitivity to the shape of local pattern features, but not to their relative positions. These findings are contrasted with recent results for texture discrminination where the visual system can ma...

Numerous aspects of daily life contribute to societal stability, and the security people's perceptions world online is one target various malicious attacks. Professional forgers can now quickly create copy-move, splice, or retouch photos with use today's advanced tools. It has been determined that splicing, a widespread method manipulating images. Image forgery also lead substantial setbacks ch...