Scale specified single shot multibox detector

Scale specified single shot multibox detector

Detecting objects at vastly different scales is a fundamental challenge in computer vision. To solve this, some approaches (e.g. TridentNet) investigate the effect of receptive fields, whereas other approaches (e.g. SNIP, SNIPER) are based on the image pyramid strategy. In this study, a novel single...

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Bibliographic Details
Main Authors: Xiaoqiang Li, Chuanwei Liu, Songmin Dai, Huichen Lian, Guangtai Ding
Format: Article
Language:English
Published: Wiley 2020-03-01
Series:IET Computer Vision
Subjects:
feature maps
multibranch architecture
scale specific inference module
scale specific training scheme
object instances
single-stage detectors
Online Access:https://doi.org/10.1049/iet-cvi.2019.0461

Internet

https://doi.org/10.1049/iet-cvi.2019.0461

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