Thi Nhat Anh Nguyen

Publication Activity (10 Years)

Years Active: 2009-2020
Publications (10 Years): 7

Top Topics

Image Segmentation

Hyperparameters

Variational Inference

Gaussian Process

Top Venues

J. Vis. Commun. Image Represent.

Publications

Thi Nhat Anh Nguyen, Son Lam Phung, Abdesselam Bouzerdoum
Hybrid Deep Learning-Gaussian Process Network for Pedestrian Lane Detection in Unstructured Scenes. IEEE Trans. Neural Networks Learn. Syst. 31 (12) (2020)
Sui Paul Ang, Son Lam Phung, Abdesselam Bouzerdoum, Thi Nhat Anh Nguyen, Soan Thi Minh Duong, Mark Matthias Schira
Real-time Pedestrian Lane Detection for Assistive Navigation using Neural Architecture Search. ICPR (2020)
Thi Nhat Anh Nguyen, Abdesselam Bouzerdoum, Son Lam Phung
A Scalable Hierarchical Gaussian Process Classifier. IEEE Trans. Signal Process. 67 (11) (2019)
Son Lam Phung, Thi Nhat Anh Nguyen, Hoang Thanh Le, Philip B. Chapple, Christian H. Ritz, Abdesselam Bouzerdoum, Le Chung Tran
Mine-Like Object Sensing in Sonar Imagery with a Compact Deep Learning Architecture for Scarce Data. DICTA (2019)
Thi Nhat Anh Nguyen, Abdesselam Bouserdoum, Son Lam Phung
Scalable Hierarchical Mixture of Gaussian Processes for Pattern Classification. ICASSP (2018)
Thi Nhat Anh Nguyen, Abdesselam Bouzerdoum, Son Lam Phung
Stochastic variational hierarchical mixture of sparse Gaussian processes for regression. Mach. Learn. 107 (12) (2018)
Thi Nhat Anh Nguyen, Abdesselam Bouzerdoum, Son Lam Phung
Variational inference for infinite mixtures of sparse Gaussian processes through KL-correction. ICASSP (2016)
Hui Li, Jianfei Cai, Thi Nhat Anh Nguyen, Jianmin Zheng
A benchmark for semantic image segmentation. ICME (2013)
Thi Nhat Anh Nguyen, Jianfei Cai, Jianmin Zheng, Jianguo Li
Interactive object segmentation from multi-view images. J. Vis. Commun. Image Represent. 24 (4) (2013)
Thi Nhat Anh Nguyen, Jianfei Cai, Juyong Zhang, Jianmin Zheng
Constrained active contours for boundary refinement in interactive image segmentation. ISCAS (2012)
Thi Nhat Anh Nguyen, Jianfei Cai, Juyong Zhang, Jianmin Zheng
Robust Interactive Image Segmentation Using Convex Active Contours. IEEE Trans. Image Process. 21 (8) (2012)
Thi Nhat Anh Nguyen, Wenxian Yang, Jianfei Cai
Seam carving extension: a compression perspective. ACM Multimedia (2009)