Titlebook: Smart Innovations in Communication and Computational Sciences; Proceedings of ICSIC Bijaya Ketan Panigrahi,Munesh C. Trivedi,Pradeep K Conf

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An Innovative Technique Toward the Recognition of Carcinoma Using Classification and Regression Techcancer cells and non-cancer cells. Missed values are replaced through enhanced independent component analysis method. Further best features are selected through geometric particle swarm optimization. As a last step, cancer cells are categorized through classification and regression technique.

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3D Face Recognition Method Based on Deep Convolutional Neural Networkural networks reset by a series of tests, in order to acquire higher recognition rate. At last, the fusion of two feature layers is the final input of artificial neural network (ANN) recognition system, which is followed by a 64-way softmax output. Experimental results demonstrate that it is effective in improving recognition rate.

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Conference proceedings 2019h West Group of Institutions, Punjab, India. It presents new advances and research results in the fields of computer and communication written by leading researchers, engineers and scientists in the domain of interest from around the world. The book includes research work in all the areas of smart i

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Blood Vessel Detection in Fundus Images Using Frangi Filter Techniquedus having healthy images, diabetic retinopathy images, glaucoma images. We also make use of the DIARETDB which comprises of 89 other fundus images and also 400 images from the STARE project. The algorithm makes use of Frangi filter technique which would produce more accurate results.