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There was substantial challenge in assessment of osteoporotic disease from the radiograph image. Texture characteristics are visually very analogous when witnessed from the naked eye for the bone micro-architecture of the osteoporotic and healthy cases which will be a challenging grouping problem. An approach that is based on a combination of multi resolution Gabor filters and 1D local binary pattern (1DLBP) features is proposed to extract the discriminative patterns in all the orientations anddoi:10.33564/ijeast.2019.v04i08.036 fatcat:a2pr6loxl5g5dhyfwhwdohljlu