Efficient and Fast Objects Detection Technique for Intelligent Video Surveillance Using Transfer Learning and Fine-Tuning

Mahmoud Ahmadi
Mahmoud Ahmadi

Arabian Journal for Science and Engineering, pp. 1421-1433, 2019.

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Keywords:
Video surveillance Object detection Convolutional neural network Process time PrecisionMore(1+)

Abstract:

Intelligent video surveillance systems require effective techniques in order to detect objects accurately and rapidly. The most suitable algorithms for performing this task are based on convolutional neural networks. Existing approaches encounter a wide range of difficulties in terms of dealing with different sizes, high definition, or co...More

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