This paper introduces a genetic algorithm-based method for optimizing the hyperparameters of a Dilated U-Net architecture aimed at performing brain tumor segmentation from medical imaging. The 3D dilated U-Net employs...
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To address the limitations of image inpainting algorithms that utilize single-frame and single-view image sequences for degraded image inpainting in robotic scenarios, a novel defaced image inpainting framework for ro...
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Advancements in deep learning-based object detection offer high accuracy, but often require computationally expensive models. In driver assistance systems (DASs) for autonomous vehicles, real-time performance and low ...
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In areas that are close to forests, human-wildlife conflict poses serious threats to both human life and property. In order to detect and categorise animals in real-time CCTV camera video feeds, this study presents an...
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In this research, we introduce an innovative saliency detection algorithm, comprising three essential steps. Firstly, leveraging fully convolutional networks with aggregation interaction modules, we generate an initia...
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The abstract Data security is of most importance, in the present day- the introduction of high-level wireless communication channels has led to generation and transfer of massive amounts of data. Data security must ke...
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A revolution in farming is taking place all over the world thanks to precision agriculture, which makes use of machine learning (ML) and the Internet of Things (IoT). The combination of machine learning algorithms and...
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As the basic parts of workshop processing, the life of the tool will affect the processing efficiency and processing quality, and the life of the tool will be affected by a variety of uncertain factors in the processi...
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Multi-target multi-camera tracking plays a crucial role in intelligent traffic surveillance systems due to its broad application domain. This study investigates the integration and performance of the YOLOv9 object det...
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The microgrid (MG) is becoming an extensive area of research for different applications integrating Photo-Voltaic (PV) solar system, a Battery Energy Storage System (BESS), and an Energy Management System (EMS). To un...
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