IEEE

Hierarchical Feature Fusion CNN: Fast Intra Prediction Mode Decision for VVC Screen Content Coding

Abstract: Versatile Video Coding (VVC) inherits Screen Content Coding (SCC) tools such as Intra Block Copy (IBC) and Palette mode (PLT) from High Efficiency Video Coding Screen Content Coding ...
IEEE

A Frequency Adaptive Vibration Analysis Method for Variable Speed Rotating RV Reducer

Abstract: Industrial robots commonly perform cyclic reciprocating motions during operation. The dynamic loads caused by frequent acceleration and deceleration make the RV reducers of the robots prone ...
IEEE

Pattern-Based Feature Extraction for Improved Deep Learning in Financial Time Series Classification

Abstract: In this paper, the authors introduce a novel feature extraction method based on pattern detection in financial data to enhance the performance of deep learning models for financial time ...
IEEE

MHAFF: Multihead Attention Feature Fusion of CNN and Transformer for Cattle Identification

Abstract: Convolutional neural networks (CNNs) have drawn researchers’ attention to identifying cattle using muzzle images. However, CNNs often fail to capture long-range dependencies within the ...
IEEE

Enhancing Soybean Disease Diagnosis using CNN-based Feature Extraction and Random Forest Classification

Abstract: Soybean plants are highly susceptible to various diseases, impacting crop yield and quality. Accurate and early detection of these diseases is essential for effective management and ...
IEEE

Neuroimaging Feature Extraction Meets Clinical Data Integration: A CNN-RF Hybrid for Parkinson’s Classification

Abstract: Parkinson is a multifactorial chronic neurodegenerative disease that needs proper diagnosis and especially at the early stages of the disease. This work aims to develop a new Hybrid CNN-RF ...