Van-Truong Pham

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 25

Top Topics

Active Contour Model

Magnetic Resonance

Image Segmentation

Top Venues

Publications

Ngoc-Du Tran, Thi-Thao Tran, Quang-Huy Nguyen, Manh-Hung Vu, Van-Truong Pham
LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation. CoRR (2024)
Manh-Hung Vu, Van-Quang Nguyen, Thi-Thao Tran, Van-Truong Pham, Men-Tzung Lo
Few-Shot Bearing Fault Diagnosis Via Ensembling Transformer-Based Model With Mahalanobis Distance Metric Learning From Multiscale Features. IEEE Trans. Instrum. Meas. 73 (2024)
Dinh-Phu Tran, Quoc-Anh Nguyen, Van-Truong Pham, Thi-Thao Tran
Trans2Unet: Neural fusion for Nuclei Semantic Segmentation. CoRR (2024)
Viet-Thanh Nguyen, Van-Truong Pham, Thi-Thao Tran
AC-MAMBASEG: An adaptive convolution and Mamba-based architecture for enhanced skin lesion segmentation. CoRR (2024)
Binh-Duong Dinh, Thanh-Thu Nguyen, Thi-Thao Tran, Van-Truong Pham
1M parameters are enough? A lightweight CNN-based model for medical image segmentation. APSIPA ASC (2023)
Thi-Thao Tran, Dinh-Thien Vu, Thi-Hue Nguyen, Van-Truong Pham
A CNN-Transformer-based Approach for Medical Image Segmentation. ICSSE (2023)
Thanh-Thu Nguyen, Binh-Duong Dinh, Thi-Thao Tran, Van-Truong Pham
CMC-Net: A New Transformer-Based Architecture for Polyp Segmentation. RIVF (2023)
Viet-Tien Pham, Ngoc-Tu Vu, Van-Truong Pham, Thi-Thao Tran
CellFormer: A DaViT Transformer-Based Method for Nuclei Segmentation. RIVF (2023)
Ngoc-Tu Vu, Viet-Tien Pham, Van-Truong Pham, Thi-Thao Tran
CPA-Unet: A Solution for Left Ventricle Segmentation from Magnetic Resonance Images. ICSSE (2023)
Binh-Duong Dinh, Thanh-Thu Nguyen, Thi-Thao Tran, Van-Truong Pham
1M parameters are enough? A lightweight CNN-based model for medical image segmentation. CoRR (2023)
Ngoc-Tu Vu, Viet-Tien Pham, Thi-Thao Tran, Van-Truong Pham
PyBoFormer: Pyramid Selected Boundary Transformer for Polyp Segmentation. ICCAIS (2023)
Thanh Viet Le, Van Yem Vu, Van-Truong Pham, Thi-Thao Tran
A Fully Convolutional Network with Waterfall Atrous Spatial Pooling and Localized Active Contour Loss for Fish Segmentation. EAI Endorsed Trans. Ind. Networks Intell. Syst. 10 (1) (2023)
Thanh Viet Le, Hoang-Minh-Quang Le, Van Yem Vu, Thi-Thao Tran, Van-Truong Pham
Attention ConvMixer Model and Application for Fish Species Classification. EAI Endorsed Trans. Ind. Networks Intell. Syst. 10 (3) (2023)
Do-Hai-Ninh Nham, Minh-Nhat Trinh, Viet-Dung Nguyen, Van-Truong Pham, Thi-Thao Tran
An EffcientNet-encoder U-Net Joint Residual Refinement Module with Tversky-Kahneman Baroni-Urbani-Buser loss for biomedical image Segmentation. Biomed. Signal Process. Control. 83 (2023)
Manh-Hung Vu, Van-Truong Pham
MixerFormer-Covariance Metric Neural Network: A New Few-shot Learning Model for Bearing Fault Diagnosis. ICCAIS (2023)
Van-Quang Nguyen, Manh-Hung Vu, Van-Truong Pham, Thi-Thao Tran
A Deep Learning Approach based on MLP-mixer Models for Bearing Fault Diagnosis. ICSSE (2023)
Dinh-Phu Tran, Quoc-Anh Nguyen, Van-Truong Pham, Thi-Thao Tran
Trans2Unet: Neural fusion for Nuclei Semantic Segmentation. ICCAIS (2022)
Thi-Thao Tran, Van-Truong Pham
Fully convolutional neural network with attention gate and fuzzy active contour model for skin lesion segmentation. Multim. Tools Appl. 81 (10) (2022)
Trung-Kien Le, Hoang-Minh-Quang Le, Thi-Thao Tran, Van-Truong Pham
MSMA-Net: A Multi-scale Multidirectional Adaptation Network for Polyp Segmentation. RIVF (2022)
Ngoc-Du Tran, Huy-Hoang Le, Van-Truong Pham, Thi-Thao Tran
KPmixer-a ConvMixer-based Network for Finger Knuckle Print Recognition. ICCAIS (2022)
Minh-Nhat Trinh, Do-Hai-Ninh Nham, Van-Truong Pham, Thi-Thao Tran
An Attention-PiDi-UNet and Focal Active Contour loss for Biomedical Image Segmentation. RIVF (2022)
Van-Truong Pham, Thi-Thao Tran, Pa-Chun Wang, Men-Tzung Lo
Tympanic membrane segmentation in otoscopic images based on fully convolutional network with active contour loss. Signal Image Video Process. 15 (3) (2021)
Van-Truong Pham, Thi-Thao Tran, Pa-Chun Wang, Po-Yu Chen, Men-Tzung Lo
EAR-UNet: A deep learning-based approach for segmentation of tympanic membranes from otoscopic images. Artif. Intell. Medicine 115 (2021)
Thi-Thao Tran, Van-Truong Pham, Chen Lin, Hui-Wen Yang, Yung-Hung Wang, Kuo-Kai Shyu, Wen-Yih Isaac Tseng, Mao-Yuan Marine Su, Lian-Yu Lin, Men-Tzung Lo
Empirical Mode Decomposition and Monogenic Signal-Based Approach for Quantification of Myocardial Infarction From MR Images. IEEE J. Biomed. Health Informatics 23 (2) (2019)
Van-Truong Pham, Thi-Thao Tran, Kuo-Kai Shyu, Chen Lin, Pa-Chun Wang, Men-Tzung Lo
Shape collaborative representation with fuzzy energy based active contour model. Eng. Appl. Artif. Intell. 56 (2016)
Thi-Thao Tran, Van-Truong Pham, Kuo-Kai Shyu
Zernike moment and local distribution fitting fuzzy energy-based active contours for image segmentation. Signal Image Video Process. 8 (1) (2014)
Thi-Thao Tran, Van-Truong Pham, Kuo-Kai Shyu
Image segmentation using fuzzy energy-based active contour with shape prior. J. Vis. Commun. Image Represent. 25 (7) (2014)
Van-Truong Pham, Thi-Thao Tran, Kuo-Kai Shyu, Lian-Yu Lin, Yung-Hung Wang, Men-Tzung Lo
Multiphase B-spline level set and incremental shape priors with applications to segmentation and tracking of left ventricle in cardiac MR images. Mach. Vis. Appl. 25 (8) (2014)
Thi-Thao Tran, Van-Truong Pham, Kuo-Kai Shyu
Moment-based alignment for shape prior with variational B-spline level set. Mach. Vis. Appl. 24 (5) (2013)
Kuo-Kai Shyu, Van-Truong Pham, Thi-Thao Tran, Po-Lei Lee
Unsupervised active contours driven by density distance and local fitting energy with applications to medical image segmentation. Mach. Vis. Appl. 23 (6) (2012)
Kuo-Kai Shyu, Juu-Kuh Lin, Van-Truong Pham, Ming-Ji Yang, Te-Wei Wang
Global Minimum Torque Ripple Design for Direct Torque Control of Induction Motor Drives. IEEE Trans. Ind. Electron. 57 (9) (2010)
Thi-Thao Tran, Po-Lei Lee, Van-Truong Pham, Kuo-Kai Shyu
MRI image segmentation based on fast global minimization of snake model. ICARCV (2008)