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Real-time image enhancement for an automatic automobile accident detection through CCTV using deep learning
(Springer Science and Business Media Deutschland GmbH, 2021)
Almost all of the automatic accident detection (AAD) system suffers from the tradeoff between computational overhead and detection accuracy. Recent advances in detection and classification methodologies have shown phenomenal ...
Tree-based convolutional neural networks for object classification in segmented satellite images
(SAGE Publications Inc., 2020)
Satellite images have a very high resolution, which make their automatic processing computationally costly, and they suffer from artifacts making their processing difficult. This paper describes a method for the effective ...
Exploiting feature space using overlapping windows for improving biometric recognition
(Computers&Electrical Engineering, 2021)
Biometrics is a highly researched topic due to its importance in security, surveillance, and authentication systems. Granulation is the procedure of partitioning data into windows. Two novel feature extraction techniques ...