Object Detection Based on Vision Sensors and Neural Network

This Special Issue reprint provides an overview of object detection in images and videos, with a focus on addressing the resource constraints of lightweight vision sensors. Object detection has long been a key research area in computer vision. It is now gaining increasing attention from both academia and industry, driven by the rapid advancement of deep neural networks (DNNs) and high-resolution vision sensors. While DNNs have achieved remarkable success in recent years, they are becoming increasingly complex, with deeper network structures and larger training datasets. This growing complexity poses a challenge for deploying computationally and data-intensive DNNs on resource-limited vision sensors, particularly for real-time object detection.

Binding Type: Hardcover
Publisher: Mdpi AG
Published: 03/27/2025
ISBN: 9783725836598
Pages: 270
Weight: 1.76lbs
Size: 9.61h x 6.69w x 0.81d