Titlebook: Recent Trends in Image Processing and Pattern Recognition; 4th International Co KC Santosh,Ravindra Hegadi,Umapada Pal Conference proceedin

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Detection of Male Fertility Using AI-Driven Toolse methods such as logistics regression, support vector machine, decision tree, and k-nearest neighbor are utilized to identify the male reproductive state. Finally, K-nearest neighbor algorithm has excelled in male fertility prognosis with 90% efficacy, and the receiver operating characteristic value is 0.85.

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灰心丧气

Generic Foreign Object Detection in Chest X-raysike state-of-art works, where they are limited to specific type of foreign object (e.g., circle-like objects), this is the first time we report experimental results on all possible types of foreign object.

anatomical

Conference proceedings 2022P2R 2021, held in Msida, Malta, in December 2021. Due to the COVID-19 pandemic the conference was held online. .The 19 full papers and 14 short papers presented were carefully reviewed and selected from 84 submissions. The papers are organized in the following topical sections:​ healthcare: medical

狗窝

An Enhanced Deep Convolution Neural Network Model to Diagnose Alzheimer’s Disease Using Brain Magnet results compared to the other state-of-the-art studies, with an accuracy of 0.9938, sensitivity 0.9890, specificity 0.9974, precision 0.9970 and F1 score of 0.9932. The experiment was conducted on a 4800 image dataset (Kaggle) using Google collaboratory GPU, Keras library with TensorFlow backend.

Bravado

Complex Object Detection Using Light-Field Plenoptic Camera, for which the camera calibration process is introduced. The results present a homographic transformation that relates spatial information of the reference object in an uncontrolled scene. This approach put forward an efficient performance that overcomes bad lighting and occlusion problems.

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Thyroid-Gland

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