Real-Time Object Detection in Remote Sensing Images Using Deep Learning

Autor:	Vijender Busi Reddy, K. Pramod Kumar, V. Raghu Venkataraman, S. Venkataraman
Rok vydání:	2020
Předmět:	Artificial neural network Remote sensing (archaeology) Group method of data handling business.industry Computer science Satellite data Deep learning Volume (computing) Artificial intelligence business Object detection Remote sensing
Zdroj:	Advances in Intelligent Systems and Computing ISBN: 9789811533822
Popis:	Deep learning technology has grown vastly in the present era and penetrating to all research fields. Deep learning mechanism for objection detection is gaining prominence in remote sensing data analysis. The main challenge of object detection in remote sensing data is that the objects appear small and different objects look similar in the images. Another challenge in remote sensing data especially for real-time detection is the volume of the data handling which is substantially large. This paper presents a method based on Faster-RCNN network with required modifications to suit real-time object detection in remote sensing images.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::087c7a7bc3b2c33cc33968bc6d870f69 https://doi.org/10.1007/978-981-15-3383-9_16 Zobrazit plný text záznamu