VU's Publications


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Publications in 2020
Articles in Peer-Reviewed International Journals
[2-FVT20]

Varietal Classification of Rice Seeds using RGB and Hyperspectral Images
FABIYI Samson , VU Hai, TACHTATZIS Christos, MURRAY Paul, HARLE David, DAO Trung Kien, MARSHALL Stephen
Access, IEEE, pages 22493-22505, vol. 8 - january 2020
issn: 2169-3536  doi: 10.1109/ACCESS.2020.2969847

International Conference and Workshop Papers
[4-VDV20]

Exploiting the fine-grained similarity of a large-scale rice species using shape motif discovery
VU Hai, DUONG Van Ngoc, VIET VU Vu
In the proceeding of the 2020 RIVF International Conference on Computing and Communication Technologies, IEEE - april 2020

Divers publications
[8-VTM20]

RGB and VIS/NIR Hyperspectral Imaging Data for 90 Rice Seed Varieties
VU Hai, TACHTATZIS Christos, MURRAY Paul, HARLE David, DAO Trung Kien, ANDONOVIC Ivan, MARSHALL Stephen, FABIYI Samson
Zenodo - doi.org/10.5281/zenodo.3241922 - january 2020
 
Publications in 2019
Articles in Peer-Reviewed International Journals
[2-VHL19]

A Projective Chirp Based Stair Representation and Detection from Monocular Images and Its Application for the Visually Impaired
VU Hai, HOANG Van-Nam, LE Thi Lan, TRAN Thi Thanh Hai, NGUYEN Thi Thuy
Pattern Recognition Letters (ISI) - 2019

[2-DDT19]

Robustness analysis of 3D convolutional neural network for human hand gesture recognition
DANG Manh-Truong, DOAN Thi Huong Giang, TRAN Thi Thanh Hai, VU Hai, LE Thi Lan
International Journal of Machine Learning and Computing (Scopus) - april 2019

[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

Articles in Peer-Reviewed National Journals
[2-DNV19]

Xác định vị trí giải phẫu của dạ dày qua nội soi đường tiêu hóa trên sử dụng mạng nơ-ron tích chập
DAO Viet Hang, NGUYEN Phuc Binh, VU Hai, MANH Xuan Huy, VU Thanh Hai, DAO Van Long
Tạp chí y học thực hành, pages 10-13, vol. 6, num. 12 (1120) - december 2019
issn: 1859-1663

International Conference and Workshop Papers
[4-NSL19]

Improving ancient Cham recognition from Cham inscription images using data augmentation and transfer learning
NGUYEN Minh-Thang, SCHWEYER Anne-Valérie , LE Thi Lan, TRAN Thi Thanh Hai, VU Hai
International Workshop on Pattern Recognition for Cultural Heritage (PatReCH 2019) - 2019

[4-VMD19]

Labelling Stomach Anatomical Locations In Upper Gastrointestinal Endoscopic Images Using a Convolution Neuronal Network
VU Hai, MANH Xuan Huy, DAO Bach Quan, HA Van Kien, DAO Viet Hang, NGUYEN Phuc Binh, VU Thanh Hai
The procedding of SoICT 2019, ACM - december 2019

[4-DNN19]

Preliminary results to evaluate the capacity of artificial intelligence application in diagnosis of gastric lesions on upper gastrointestinal endoscopy in Vietnam
DAO Viet Hang, NGUYEN Tuan Dung, NGUYEN Phuc Binh, VU Hai, VU Thanh Hai, DAO Van Long
In Proceeding of Asian Pacific Digestive Week 2019 - december 2019

[4-PNL19]

Analyzing Role of Joint Subset Selection in Human Action Recognition
PHAM Dinh-Tan, NGUYEN Tien-Nam, LE Thi Lan, VU Hai
6th NAFOSTED Conference on Information and Computer Science (NICS) - december 2019

[4-DTV19]

Multi-view discriminant analysis for dynamic hand gesture recognition
DOAN Thi Huong Giang, TRAN Thi Thanh Hai, VU Hai, LE Thi Lan, NGUYEN Van Toi, NGUYEN Thi-Oanh, NGUYEN Thi Thuy, NGUYEN Duy-Cuong
MAGR: Multi-Sensor for Action and Gesture Recognition, The 5th Asian Conference on Pattern Recognition (ACPR 2019), Auckland, New Zealand - november 2019

[4-FVT19]

Comparative Study of PCA and LDA for Rice Seeds Quality Inspection
FABIYI Samson , VU Hai, TACHTATZIS Christos, MURRAY Paul, HARLE David, DAO Trung Kien, ANDONOVIC Ivan, MARSHALL Stephen
In Proceeding of AFRICON 2019 - september 2019

[4-HNL19]

3D skeleton-based action recognition with convolutional neural networks
HOANG Van-Nam, NGUYEN Van Toi, LE Thi Lan, VU Hai, TRAN Thi Thanh Hai
2nd Int. Conference on Multimedia Analysis and Pattern Recognition (MAPR) - may 2019

[4-NSL19]

Preliminary Results on Ancient Cham Character Recognition from Cham Inscription Images
NGUYEN Minh-Thang, SCHWEYER Anne-Valérie , LE Thi Lan, TRAN Thi Thanh Hai, VU Hai
2nd Int. Conference on Multimedia Analysis and Pattern Recognition (MAPR) - may 2019
 
Publications in 2018
Articles in Peer-Reviewed International Journals
[2-LVL18]

GCSAC: Geometrical Constraint SAmple Consensus for Primitive Shapes Estimation in 3-D Point Cloud
International Journal of Computational Vision and Robotics, Inderscience - 2018
issn: 1752-9131

[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

[2-VLN18]

Fitting Cylindrical Objects in 3-D Point Cloud Using the Context and Geometrical constraints
VU Hai, LE Van Hung, NGUYEN Thi Thuy, LE Thi Lan, TRAN Thi Thanh Hai
Journal of Information Science and Engineering, Institute of Information Science, Academia Sinica, Taiwan - 2018

[2-LVN18]

Acquiring qualified samples for RANSAC using geometrical constraints
LE Van Hung, VU Hai, NGUYEN Thi Thuy, LE Thi Lan, TRAN Thi Thanh Hai
Pattern Recognition Letters, Elsevier - january 2018
issn: 0167-8655  doi: 10.1016/j.patrec.2017.12.012

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

[2-LVN18]

Fitting spherical objects in 3-D point cloud using the geometrical constraints
LE Van Hung, VU Hai, NGUYEN Thi Thuy, LE Thi Lan, TRAN Thi Thanh Hai
Journal of Science and Technology, Section in Information Technology and Communications - april 2018
issn: 1859-0209

International Conference and Workshop Papers
[4-VDN18]

Inspecting rice seed species purity on a large dataset using geometrical and morphological features
VU Hai, DUONG Van Ngoc, NGUYEN Thi Thuy
Proceeding of the 9th International Symposium on Information and Communication Technology (SoICT 2018), ACM - december 2018

[4-NPL18]

Novel Skeleton-based Action Recognition Using Covariance Descriptors on Most Informative Joints
NGUYEN Tien-Nam, PHAM Dinh-Tan, LE Thi Lan, VU Hai, TRAN Thi Thanh Hai
2018 10th International Conference on Knowledge and Systems Engineering (KSE 2018) - november 2018

[4-LVN18]

A Frame-work assisting the Visually Impaired People: Common Object Detection and Pose Estimation in Surrounding Environment
LE Van Hung, VU Hai, NGUYEN Thi Thuy
Proceeding of the 5th NAFOSTED Conference on Information and Computer Science (NICS 2018), IEEE - november 2018