IEEE

Innovative Emotion Recognition with CNN-SVM: Bridging Deep Learning and Statistical Classification

Abstract: An attempt is made to classify the following five emotions using a CNN-SVM hybrid model designed for emotion recognition: the faces of fear, surprise, rage, happiness, and sorrow. Using ...
Pulmonology Advisor

New AHA/ACC Guideline Addresses Diagnosis, Management of Acute PE in Adults

A new guideline for acute pulmonary embolism developed by 10 major specialty societies introduces a novel PE clinical ...
GitHub

kanishjn8/Classification-of-Celestial-Bodies-using-SVM

This project implements a Support Vector Machine (SVM) classifier to identify astronomical objects from SDSS (Sloan Digital Sky Survey) FITS images into three categories: ...
Scientific Research Publishing

Sun, J., & Ongsomwang, S. (2023). Optimal Parameters of Random Forest for Land Cover Classification with Suitable Data Type and Dataset on Google Earth Engine. Frontiers in ...

ABSTRACT: Arid and semiarid regions face challenges such as bushland encroachment and agricultural expansion, especially in Tiaty, Baringo, Kenya. These issues create mixed opportunities for pastoral ...
IEEE

Defects Localization and Classification Method of Power Transmission Line Insulators Aerial Images Based on YOLOv5 EfficientNet and SVM

Abstract: Accurate localization and classification of defects in insulator images captured by UAVs (Unmanned Aerial Vehicles) are critical for the maintenance of high-voltage power transmission grids.