Object Detection Based on Faster R-CNN Algorithm with Skip Pooling and Fusion of Contextual Information

Object Detection Based on Faster R-CNN Algorithm with Skip Pooling and Fusion of Contextual Information

Deep learning is currently the mainstream method of object detection. Faster region-based convolutional neural network (Faster R-CNN) has a pivotal position in deep learning. It has impressive detection effects in ordinary scenes. However, under special conditions, there can still be unsatisfactory...

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Bibliographic Details
Main Authors: Yi Xiao, Xinqing Wang, Peng Zhang, Fanjie Meng, Faming Shao
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Sensors
Subjects:
object detection
Faster R-CNN
context
skip pooling
guided anchor RPN
Online Access:https://www.mdpi.com/1424-8220/20/19/5490

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