NGUYEN's Publications


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Publications in 2019
Articles in Peer-Reviewed International Journals
[2-NLV19]

Towards an automatic plant identification system without dedicated dataset
NGUYEN Thi Thanh Nhan, LE Thi Lan, VU Hai, HOANG Van Sam
International Journal of Machine Learning and Computing (Scopus) - february 2019
issn: 2010-3700
 
Publications in 2018
Articles in Peer-Reviewed International Journals
[2-NLV18]

Crowdsourcing for botanical data collection towards to automatic plant identification: a review
NGUYEN Thi Thanh Nhan, LE Thi Lan, VU Hai, HOANG Van Sam, TRAN Thi Thanh Hai
Computers and Electronics in Agriculture - 2018

Articles in Peer-Reviewed National Journals
[2-NLV18]

Automatic Plant Organs Detection from Images using Convolutional Neural Network (in Vietnamese)
NGUYEN Thi Thanh Nhan, LE Thi Lan, VU Hai, HOANG Van Sam
Research and Development on Information and Communication Technology (RD-ICT), ISSN 1859-3526 - 2018

[2-NDN18]

Score-based fusion schemes for plant identification from multi-organ images
NGUYEN Thi Thanh Nhan, DO Thanh Binh, NGUYEN Huy Hoang, VU Hai, TRAN Thi Thanh Hai, LE Thi Lan
VNU Journal of Science: Computer Science and Communication Engineering - 2018
 
Publications in 2017
International Conference and Workshop Papers
[4-NLV17]

A Combination of Deep Learning and Hand-Designed Feature for Plant Identification based on Leaf and Flower Images
NGUYEN Thi Thanh Nhan, LE Thi Lan, VU Hai, NGUYEN Huy Hoang, HOANG Van Sam
9th Asian Conference on Intelligent Information and Database Systems (ACIIDS), Japan - 2017

[4-DNN17]

Plant identification using late fusion of multi-organ images
DO Thanh Binh, NGUYEN Huy Hoang, NGUYEN Thi Thanh Nhan, VU Hai, TRAN Thi Thanh Hai, LE Thi Lan
The 9th International Conference on Knowledge and Systems Engineering (KSE 2017), IEEE - october 2017
issn: 978-1-5386-3576-6
 
Publications in 2016
International Conference and Workshop Papers
[4-NLL16]

Flower species identification Using Deep Convolutional Neural Networks
NGUYEN Thi Thanh Nhan, LE Van Tuan, LE Thi Lan, VU Hai, PANTUWONG Natapon , YAGI Yasushi
Regional Conference on Computer and Information Engineering (RCCIE) - 2016
 
Publications in 2015
International Conference and Workshop Papers
[4-LDN15]

Complex background leaf-based plant identification method based on interactive segmentation and kernel descriptor
LE Thi Lan, DUONG Nam Duong, NGUYEN Van Toi, VU Hai, HOANG Van-Nam, NGUYEN Thi Thanh Nhan
The 2nd International Workshop on Environmental Multimedia Retrieval (EMR 2015) in Conjunction with ACM Conference on Multimedia Retrieval (ICMR), ISBN: 978-1-4503-3274-3, China - 2015

[4-LDV15]

MICA at LifeCLEF 2015: Multi-organ Plant Identi cation
LE Thi Lan, DUONG Nam Duong, VU Hai, NGUYEN Thi Thanh Nhan
CLEF 2015 Working Notes proceedings - 2015
issn: 1613-0073