Weakly Supervised Video Anomaly Detection Based on 3D Convolution and LSTM by Zhen Ma, José J. M. Machado, João Manuel R. S. Tavares

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Re-Identification in Urban Scenarios: A Review of Tools and Methods by Hugo S. Oliveira, José J. M. Machado, João Manuel R. S. Tavares

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Using Deep Neural Networks for Human Fall Detection Based on Pose Estimation by Mohammadamin Salimi, José J. M. Machado, João Manuel R. S. Tavares

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Urban Safety: An Image-Processing and Deep-Learning-Based Intelligent Traffic Management and Control System by Selim Reza, Hugo S. Oliveira, José J. M. Machado, João Manuel R. S. Tavares

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Convolutional Neural Networks and Heuristic Methods for Crowd Counting: A Systematic Review by Khouloud Ben Ali Hassen, José J. M. Machado, João Manuel R. S. Tavares

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Deep Learning Approach for Human Action Recognition Using a Time Saliency Map Based on Motion Features Considering Camera Movement and Shot in Video Image Sequences by Abdorreza Alavigharahbagh, Vahid Hajihashemi, José J. M. Machado, João Manuel R. S. Tavares

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Traffic State Prediction Using One-Dimensional Convolution Neural Networks and Long Short-Term Memory by Selim Reza, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares

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Feature Extraction Based on Local Histogram with Unequal Bins and a Recurrent Neural Network for the Diagnosis of Kidney Diseases from CT Images by Abdorreza Alavi Gharahbagh, Vahid Hajihashemi, José J. M. Machado, João Manuel R. S. Tavares

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Sound Classification and Processing of Urban Environments: A Systematic Literature Review by Ana Filipa Rodrigues Nogueira, Hugo S. Oliveira, José J. M. Machado, João Manuel R. S. Tavares

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Transformers for Urban Sound Classification—A Comprehensive Performance Evaluation by Ana Filipa Rodrigues Nogueira, Hugo S. Oliveira, José J. M. Machado, João Manuel R. S. Tavares

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9-DOF IMU-Based Attitude and Heading Estimation Using an Extended Kalman Filter with Bias Consideration by Sajjad Boorghan Farahan, José J. M. Machado, Fernando Gomes de Almeida, João Manuel R. S. Tavares

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Best Frame Selection to Enhance Training Step Efficiency in Video-Based Human Action Recognition by Abdorreza Alavi Gharahbagh, Vahid Hajihashemi, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares

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Ductile Fracture Behavior of ASTM A516 Gr.70 Pressure Vessel Steel by ASTM and ISO Fracture Toughness Standards by Gabriel de Castro Coêlho, Antonio Almeida Silva, Marco Antonio dos Santos, José J. M. Machado, João Manuel R. S. Tavares

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Classification of Heart Sounds Using Chaogram Transform and Deep Convolutional Neural Network Transfer Learning by Ali Harimi, Yahya Majd, Abdorreza Alavi Gharahbagh, Vahid Hajihashemi, Zeynab Esmaileyan, José J. M. Machado, João Manuel R. S. Tavares

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Binaural Acoustic Scene Classification Using Wavelet Scattering, Parallel Ensemble Classifiers and Nonlinear Fusion by Vahid Hajihashemi, Abdorreza Alavi Gharahbagh, Pedro Miguel Cruz, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares

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