标题
Enhanced convolutional neural network for plankton identification and enumeration
作者
关键词
Plankton, Support vector machines, Imaging techniques, Convolution, Larvae, Zooplankton, Linguistic morphology, Neural networks
出版物
PLoS One
Volume 14, Issue 7, Pages e0219570
出版商
Public Library of Science (PLoS)
发表日期
2019-07-11
DOI
10.1371/journal.pone.0219570
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Underwater Object Segmentation Based on Optical Features
- (2018) Zhe Chen et al. SENSORS
- Automated plankton image analysis using convolutional neural networks
- (2018) Jessica Y. Luo et al. LIMNOLOGY AND OCEANOGRAPHY-METHODS
- Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
- (2017) Shaoqing Ren et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Underwater image enhancement via extended multi-scale Retinex
- (2017) Shu Zhang et al. NEUROCOMPUTING
- Underwater color image segmentation method via RGB channel fusion
- (2017) Li Xuan et al. OPTICAL ENGINEERING
- Looking inside the Ocean: Toward an Autonomous Imaging System for Monitoring Gelatinous Zooplankton
- (2016) Lorenzo Corgnati et al. SENSORS
- Automatic Red-Channel underwater image restoration
- (2015) Adrian Galdran et al. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION
- A Semi-Automated Image Analysis Procedure for In Situ Plankton Imaging Systems
- (2015) Hongsheng Bi et al. PLoS One
- Pairwise Nonparametric Discriminant Analysis for Binary Plankton Image Recognition
- (2013) Zhifeng Li et al. IEEE JOURNAL OF OCEANIC ENGINEERING
- Deployment of an imaging system to investigate fine-scale spatial distribution of early life stages of the ctenophore Mnemiopsis leidyi in Chesapeake Bay
- (2012) Hongsheng Bi et al. JOURNAL OF PLANKTON RESEARCH
- In situ ichthyoplankton imaging system (ISIIS): system design and preliminary results
- (2011) Robert K. Cowen et al. LIMNOLOGY AND OCEANOGRAPHY-METHODS
- Bayesian model for semi-automated zooplankton classification with predictive confidence and rapid category aggregation
- (2011) L Ye et al. MARINE ECOLOGY PROGRESS SERIES
- Digital zooplankton image analysis using the ZooScan integrated system
- (2010) G. Gorsky et al. JOURNAL OF PLANKTON RESEARCH
- The Underwater Vision Profiler 5: An advanced instrument for high spatial resolution studies of particle size spectra and zooplankton
- (2010) Marc Picheral et al. LIMNOLOGY AND OCEANOGRAPHY-METHODS
- Time to automate identification
- (2010) Norman MacLeod et al. NATURE
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