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Thi Nhat Anh Nguyen

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2020 – today

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2020
[j5]
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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): 5324-5338 (2020)
[c7]
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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: 8392-8399

2010 – 2019

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2019
[j4]
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Thi Nhat Anh Nguyen, Abdesselam Bouzerdoum, Son Lam Phung:
A Scalable Hierarchical Gaussian Process Classifier. IEEE Trans. Signal Process. 67(11): 3042-3057 (2019)
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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: 1-7
2018
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Thi Nhat Anh Nguyen, Abdesselam Bouzerdoum, Son Lam Phung:
Stochastic variational hierarchical mixture of sparse Gaussian processes for regression. Mach. Learn. 107(12): 1947-1986 (2018)
[c5]
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Thi Nhat Anh Nguyen, Abdesselam Bouserdoum, Son Lam Phung:
Scalable Hierarchical Mixture of Gaussian Processes for Pattern Classification. ICASSP 2018: 2466-2470
2016
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Thi Nhat Anh Nguyen, Abdesselam Bouzerdoum, Son Lam Phung:
Variational inference for infinite mixtures of sparse Gaussian processes through KL-correction. ICASSP 2016: 2579-2583
2013
[j2]
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Thi Nhat Anh Nguyen, Jianfei Cai, Jianmin Zheng, Jianguo Li:
Interactive object segmentation from multi-view images. J. Vis. Commun. Image Represent. 24(4): 477-485 (2013)
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Hui Li, Jianfei Cai, Thi Nhat Anh Nguyen, Jianmin Zheng:
A benchmark for semantic image segmentation. ICME 2013: 1-6
2012
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Thi Nhat Anh Nguyen, Jianfei Cai, Juyong Zhang, Jianmin Zheng:
Robust Interactive Image Segmentation Using Convex Active Contours. IEEE Trans. Image Process. 21(8): 3734-3743 (2012)
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Thi Nhat Anh Nguyen, Jianfei Cai, Juyong Zhang, Jianmin Zheng:
Constrained active contours for boundary refinement in interactive image segmentation. ISCAS 2012: 870-873

2000 – 2009

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2009
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Thi Nhat Anh Nguyen, Wenxian Yang, Jianfei Cai:
Seam carving extension: a compression perspective. ACM Multimedia 2009: 825-828

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