CNN and HEVC Video Coding Features for Static Video Summarization حسب Issa, Obada

الموضوعات: "…Convolution neural network…"
احصل على النص الكامل

Automatic Video Summarization Using HEVC and CNN Features حسب Issa, Obada

الموضوعات: احصل على النص الكامل

Depthwise Separable Convolutions and Variational Dropout within the context of YOLOv3 حسب Chakar, Joseph

"…In this study, we combine the state-of-the-art object-detection model YOLOv3 with depthwise separable convolutions and variational dropout in an attempt to bridge the gap between the superior accuracy of convolutional neural networks and the limited access to computational resources. …"
احصل على النص الكامل
احصل على النص الكامل
احصل على النص الكامل
احصل على النص الكامل

MicroCrystalNet: An Efficient and Explainable Convolutional Neural Network for Microcrystal Classification Using Scanning Electron Microscope Petrography حسب Mohammed Yaqoob (344668)

"…MicroCrystalNet: our proposed classification model employs a convolutional neural network architecture, incorporating advanced feature map processing (feature normalization, dimensionality reduction, and sparse feature selection), integrated within a novel Normalized Sparse Reduction block. …"

RamanNet: a generalized neural network architecture for Raman spectrum analysis حسب Nabil Ibtehaz (16888773)

"…RamanNet is immune to the invariance property in convolutional neural networks (CNNs) and at the same time better than traditional machine learning models for the inclusion of sparse connectivity. …"

FSC-Set: Counting, Localization of Football Supporters Crowd in the Stadiums حسب Omar Elharrouss (14150784)

"…With the introduction of Convolutional Neural Networks (CNN), enables performing this task with acceptable performance. …"

Machine Learning-Driven Prediction of Corrosion Inhibitor Efficiency: Emerging Algorithms, Challenges, and Future Outlooks حسب Najam Us Sahar Riyaz (22927843)

"…At the same time, virtual sample augmentation and genetic algorithm feature selection elevate sparse data performance, raising k-nearest neighbor models from R² = 0.05 to 0.99 in a representative thiophene set. …"