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RMCRC-UTS Scholarship-2: Rail Infrastructure Defect Detection Through Video Analytics - student still to be confirmed.

Project Member(s): Zhang, J., Xu, J., Wu, Q.

Funding or Partner Organisation: Rail Manufacturing Cooperative Research Centre (RMCRC) (Railway Manufacturing Cooperative Research Centre Ltd)
Rail Manufacturing Cooperative Research Centre (RMCRC) (Railway Manufacturing Cooperative Research Centre Ltd)

Start year: 2017

Publications:

Huang, H, Zhang, J, Yu, L, Zhang, J, Wu, Q & Xu, C 2021, 'TOAN: Target-Oriented Alignment Network for Fine-Grained Image Categorization with Few Labeled Samples', IEEE Transactions on Circuits and Systems for Video Technology, pp. 1-1.
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Huang, H, Zhang, J, Zhang, J, Xu, J & Wu, Q 2021, 'Low-Rank Pairwise Alignment Bilinear Network For Few-Shot Fine-Grained Image Classification', IEEE Transactions on Multimedia, vol. 23, pp. 1666-1680.
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Huang, H, Zhang, J, Zhang, J, Wu, Q & Xu, C 1970, 'PTN: A Poisson Transfer Network for Semi-supervised Few-shot Learning', THIRTY-FIFTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THIRTY-THIRD CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE AND THE ELEVENTH SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 35th AAAI Conference on Artificial Intelligence / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence, ASSOC ADVANCEMENT ARTIFICIAL INTELLIGENCE, ELECTR NETWORK, pp. 1602-1609.

Huang, H, Zhang, J, Zhang, J, Wu, Q & Xu, J 1970, 'Compare More Nuanced: Pairwise Alignment Bilinear Network for Few-Shot Fine-Grained Learning', 2019 IEEE International Conference on Multimedia and Expo (ICME), 2019 IEEE International Conference on Multimedia and Expo (ICME), IEEE, Shanghai, China, pp. 91-96.
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Huang, H, Xu, J, Zhang, J, Wu, Q & Kirsch, C 1970, 'Railway Infrastructure Defects Recognition using Fine-grained Deep Convolutional Neural Networks', 2018 Digital Image Computing: Techniques and Applications (DICTA), 2018 Digital Image Computing: Techniques and Applications (DICTA), IEEE, Canberra, Australia.
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Guo, D, Xu, J, Zhang, J, Xu, M, Cui, Y & He, X 2017, 'User relationship strength modeling for friend recommendation on Instagram', Neurocomputing, vol. 239, pp. 9-18.
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Zhao, Y, Di, H, Zhang, J, Lu, Y, Lv, F & Li, Y 2017, 'Region-based Mixture Models for human action recognition in low-resolution videos', Neurocomputing, vol. 247, pp. 1-15.
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FOR Codes: Image Processing, Electronic Information Storage and Retrieval Services