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Global Neighbour Preserving Local Ternary Co-Occurrence Pattern (GNPLTCoP) for Ultrasound Kidney Images Retrieval
Indian Journal of Science and Technology
Objectives: This work proposes a feature extraction procedure named as Global Neighbour Preserving Local Ternary Co-occurrence Pattern (GNPLTCoP) in the Content Based Image Retrieval (CBIR) Task for ultrasound kidney images retrieval.Methods/Analysis:TheproposedGNPLTCoPfeaturefindsthelocalpatternbasedontheco-occurrenceoffirst order derivatives in ternary fashion from radius 1 and radius 2 neighbourhoods of the center pixel in a small 3X3 square region. Then the pattern is classified into two indoi:10.17485/ijst/2015/v8i7/62845 fatcat:opsg3pquvzgdtpmuauofo5w42q