Improved Faster R-CNN Algorithm for Sea Object Detection Under Complex Sea Conditions

Improved Faster R-CNN Algorithm for Sea Object Detection Under Complex Sea Conditions

Bibliographic Details
Main Authors: Liu Yabin, Yu Jun, Hu Zhiyi
Format: Article
Language:English
Published: Exeley Inc. 2020-07-01
Series:International Journal of Advanced Network, Monitoring, and Controls
Subjects:
Sea Surface Object Detection
Faster R-CNN Algorithm
K-Means Clustering Algorithm
Soft-NMS
Online Access:https://www.exeley.com/exeley/journals/international_journal_advanced_network_monitoring_controls/5/2/pdf/10.21307_ijanmc-2020-020.pdf
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spelling doaj-f4a8211418d54cd1ae3173f26b49b82d2020-11-25T02:59:53ZengExeley Inc.International Journal of Advanced Network, Monitoring, and Controls2470-80382020-07-015210.21307/ijanmc-2020-020Improved Faster R-CNN Algorithm for Sea Object Detection Under Complex Sea ConditionsLiu Yabin0Yu Jun1Hu Zhiyi2School of Computer Science and Engineering Xi’an Technological University Xi’an, 710021, Shaanxi, ChinaEngineering Design Institute Army Research Loboratory Beijing, 100000, ChinaSchool of Computer Science and Engineering Xi’an Technological University Xi’an, 710021, Shaanxi, Chinahttps://www.exeley.com/exeley/journals/international_journal_advanced_network_monitoring_controls/5/2/pdf/10.21307_ijanmc-2020-020.pdfSea Surface Object DetectionFaster R-CNN AlgorithmK-Means Clustering AlgorithmSoft-NMS
collection DOAJ
language English
format Article
sources DOAJ
author Liu Yabin
Yu Jun
Hu Zhiyi
spellingShingle Liu Yabin
Yu Jun
Hu Zhiyi
Improved Faster R-CNN Algorithm for Sea Object Detection Under Complex Sea Conditions
International Journal of Advanced Network, Monitoring, and Controls
Sea Surface Object Detection
Faster R-CNN Algorithm
K-Means Clustering Algorithm
Soft-NMS
author_facet Liu Yabin
Yu Jun
Hu Zhiyi
author_sort Liu Yabin
title Improved Faster R-CNN Algorithm for Sea Object Detection Under Complex Sea Conditions
title_short Improved Faster R-CNN Algorithm for Sea Object Detection Under Complex Sea Conditions
title_full Improved Faster R-CNN Algorithm for Sea Object Detection Under Complex Sea Conditions
title_fullStr Improved Faster R-CNN Algorithm for Sea Object Detection Under Complex Sea Conditions
title_full_unstemmed Improved Faster R-CNN Algorithm for Sea Object Detection Under Complex Sea Conditions
title_sort improved faster r-cnn algorithm for sea object detection under complex sea conditions
publisher Exeley Inc.
series International Journal of Advanced Network, Monitoring, and Controls
issn 2470-8038
publishDate 2020-07-01
topic Sea Surface Object Detection
Faster R-CNN Algorithm
K-Means Clustering Algorithm
Soft-NMS
url https://www.exeley.com/exeley/journals/international_journal_advanced_network_monitoring_controls/5/2/pdf/10.21307_ijanmc-2020-020.pdf
work_keys_str_mv AT liuyabin improvedfasterrcnnalgorithmforseaobjectdetectionundercomplexseaconditions
AT yujun improvedfasterrcnnalgorithmforseaobjectdetectionundercomplexseaconditions
AT huzhiyi improvedfasterrcnnalgorithmforseaobjectdetectionundercomplexseaconditions
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