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Sparse Spatial Attention Network for Semantic Segmentation


Sep 04, 2021
Mengyu Liu, Hujun Yin


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Graph Convolutional Networks in Feature Space for Image Deblurring and Super-resolution


May 21, 2021
Boyan Xu, Hujun Yin

* International Joint Conference on Neural Networks (IJCNN) 2021 
* Accepted by IJCNN 2021 (Oral) 

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Design, Integration and Sea Trials of 3D Printed Unmanned Aerial Vehicle and Unmanned Surface Vehicle for Cooperative Missions


Feb 23, 2021
Hanlin Niu, Ze Ji, Pietro Liguori, Hujun Yin, Joaquin Carrasco


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3D Vision-guided Pick-and-Place Using Kuka LBR iiwa Robot


Feb 23, 2021
Hanlin Niu, Ze Ji, Zihang Zhu, Hujun Yin, Joaquin Carrasco


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Accelerated Sim-to-Real Deep Reinforcement Learning: Learning Collision Avoidance from Human Player


Feb 23, 2021
Hanlin Niu, Ze Ji, Farshad Arvin, Barry Lennox, Hujun Yin, Joaquin Carrasco


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CNN-Based Semantic Change Detection in Satellite Imagery


Jun 10, 2020
Ananya Gupta, Elisabeth Welburn, Simon Watson, Hujun Yin

* Proceedings of International Conference on Artificial Neural Networks , 2019. pg-669-684 

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Deep Learning-based Aerial Image Segmentation with Open Data for Disaster Impact Assessment


Jun 10, 2020
Ananya Gupta, Simon Watson, Hujun Yin

* Accepted in Neurocomputing, 2020 

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Tree Annotations in LiDAR Data Using Point Densities and Convolutional Neural Networks


Jun 09, 2020
Ananya Gupta, Jonathan Byrne, David Moloney, Simon Watson, Hujun Yin

* IEEE Transactions on Geoscience and Remote Sensing, vol. 58, no. 2, pp. 971-981, Feb. 2020 

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3D Point Cloud Feature Explanations Using Gradient-Based Methods


Jun 09, 2020
Ananya Gupta, Simon Watson, Hujun Yin

* Accepted for IJCNN 2020 

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Multi-Temporal Aerial Image Registration Using Semantic Features


Sep 19, 2019
Ananya Gupta, Yao Peng, Simon Watson, Hujun Yin

* Accepted to 20th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL) 

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Feature Pyramid Encoding Network for Real-time Semantic Segmentation


Sep 18, 2019
Mengyu Liu, Hujun Yin

* Accepted to BMVC 2019 

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Meta-Learning with Warped Gradient Descent


Aug 30, 2019
Sebastian Flennerhag, Andrei A. Rusu, Razvan Pascanu, Hujun Yin, Raia Hadsell

* 27 pages, 11 figures, 4 tables 

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Multi-Temporal High Resolution Aerial Image Registration Using Semantic Features


Aug 30, 2019
Ananya Gupta, Yao Peng, Simon Watson, Hujun Yin

* Under submission to 20th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL) 

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Cross Attention Network for Semantic Segmentation


Jul 25, 2019
Mengyu Liu, Hujun Yin

* Accepted in ICIP 2019 

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WebCaricature: a benchmark for caricature recognition


Aug 09, 2018
Jing Huo, Wenbin Li, Yinghuan Shi, Yang Gao, Hujun Yin

* 12 pages 

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Breaking the Activation Function Bottleneck through Adaptive Parameterization


Jul 09, 2018
Sebastian Flennerhag, Hujun Yin, John Keane, Mark Elliot


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Robust Face Recognition with Structural Binary Gradient Patterns


Jun 01, 2015
Weilin Huang, Hujun Yin


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