TRAN's Publications


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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

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-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-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-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-TPV18]

Human violence detection in video: a study using 3D convolutional neural network
Proceeding of the 11th AUN/SEED-Net Regional Conference on Computer and Information Engineering (RCCIE 2018) - november 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-NLT18]

Hand segmentation under different viewpoints by combination of Mask R-CNN with tracking
NGUYEN Dinh-Ha, LE Trung Hieu, TRAN Thi Thanh Hai, VU Hai, LE Thi Lan, DOAN Thi Huong Giang
Proceeding of the 5th Asian Conference on Defense Technology (ACDT 2018) - october 2018

[4-TLP18]

A multi-modal multi-view dataset for human fall analysis and preliminary investigation on modality
TRAN Thi Thanh Hai, LE Thi Lan, PHAM Dinh-Tan, HOANG Van-Nam, KHONG Van-Minh, TRAN Quoc-Toan, NGUYEN Thai-Son, PHAM Van-Cuong
International Conference on Pattern Recognition, IAPR - august 2018

[4-NHL18]

A vision based method for automatic evaluation of rice seed germination rate
NGUYEN Thi Thuy, HOANG Van-Nam, LE Thi Lan, TRAN Thi Thanh Hai, VU Hai
The 1st International Conference on Multimedia Analysis and Pattern Recognition (MAPR) - april 2018
issn: 978-1-5386-4180-4

[4-KT18]

Improving human action recognition with two-stream 3D convolutional neural network
KHONG Van-Minh, TRAN Thi Thanh Hai
The 1st International Conference on Multimedia Analysis and Pattern Recognition (MAPR), IEEE, HCM - april 2018
issn: 978-1-5386-4180-4
 
Publications in 2017
Articles in Peer-Reviewed International Journals
[2-TLH17]

Continuous detection of human fall using multimodal features from Kinect sensors in scalable environment
Journal of Computer Methods and and Programs in Biomedicine, Elsevier, Elsevier - july 2017
issn: 0169-2607  doi: https://doi.org/10.1016/j.cmpb.2017.05.007

Articles in Peer-Reviewed National Journals
[2-LVV17]

REAL-TIME TABLE PLANE DETECTION USING ACCELEROMETER INFORMATION AND ORGANIZED POINT CLOUD DATA FROM KINECT SENSOR
LE Van Hung, VLAMINCK Michiel , VU Hai, NGUYEN Thi Thuy, LE Thi Lan, TRAN Thi Thanh Hai, LUONG Hiep Quang, VEELAERT Peter, WILFRIED Philips
Journal of Computer Science and Cybernetics, Vietnam Academy of Science & Technology - 2017

[2-DVT17]

Dynamic Hand Gesture Recognition using Cyclical Patterns of Hand Movement and Its Applications
DOAN Thi Huong Giang, VU Hai, TRAN Thi Thanh Hai
Journal of Science and Technology Technical Universities, pages 134-139, vol. 120 - June 2017

International Conference and Workshop Papers
[4-VPN17]

Pedestrian Localization and Trajectory Reconstruction in a Surveillance Camera Network
VU Hai, PHAM Anh Tuan, NGUYEN Van Giap, TRAN Thi Thanh Hai
The Eighth International Symposium on Information and Communication Technology (SoICT 2017), ACM, Nha Trang, Vietnam - december 2017
issn: 978-1-4503-5328-1

[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

[4-DVT17]

New Cyclical Pattern and Temporal-Spatial Representation for Robust Dynamic Hand Gesture Recognition
DOAN Thi Huong Giang, VU Hai, TRAN Thi Thanh Hai
Doctoral Consortium of IEEE International Conference on Automatic Face and Gesture Recognition (FG’17), FG 2017 - June 2017

[4-DVT17]

Are cyclical hand gestures better than non-cyclical pattern ones
DOAN Thi Huong Giang, VU Hai, TRAN Thi Thanh Hai
The Fifteenth IAPR International Conference on Machine Vision Applications (MVA 2017), IEEE, IAPR - May 2017