LIBROS DEL AUTOR: tarunima chatterjee

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  • Spatio-Temporal Human Activity Recognition using CNN and LSTM
    Pinaki Pratim Acharjya / Tarunima Chatterjee
    This book presents a robust Human Activity Recognition (HAR) system that integrates Convolutional Neural Networks (CNNs) with Long Short-Term Memory (LSTM) networks, evaluated on the challenging UCF50 dataset. By combining CNNs’ ability to extract spatial features from video frames with LSTMs’ strength in modeling temporal sequences, the hybrid model accurately recognizes both ...
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