Convolutional neural networks

Real Time Object Detection in Surveillance Cameras with Distance Estimation using Parallel Implementation

Real Time Object Detection in Surveillance Cameras with Distance Estimation using Parallel Implementation

Abstract Object detection is not only shaping how Computers see and analyze things but it is also helping in the behavior of how an object reacts to the change in …

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Auxiliary Detection Head for One-Stage Object Detection

Auxiliary Detection Head for One-Stage Object Detection

Abstract The auxiliary classifier can improve the performance of classification networks. However, the utility of the auxiliary detection head has not been explored in the object detection field. In this …

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CovidGAN: Data Augmentation Using Auxiliary Classifier GAN for Improved Covid-19 Detection

CovidGAN: Data Augmentation Using Auxiliary Classifier GAN for Improved Covid-19 Detection

Abstract Coronavirus (COVID-19) is a viral disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The spread of COVID-19 seems to have a detrimental effect on the global economy …

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Object Detection and Trcacking Based on Convolutional Neural Networks for High-Resolution Optical Remote Sensing Video

Object Detection and Trcacking Based on Convolutional Neural Networks for High-Resolution Optical Remote Sensing Video

Abstract Object detection algorithms, from high-resolution optical remote sensing images, have been booming from the last few years. However, object tracking for high-resolution optical remote sensing video is a challenging …

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