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IROS 2019 Lifelong Robotic Vision Challenge -- Lifelong Object Recognition Report

Apr 26, 2020
Qi She, Fan Feng, Qi Liu, Rosa H. M. Chan, Xinyue Hao, Chuanlin Lan, Qihan Yang, Vincenzo Lomonaco, German I. Parisi, Heechul Bae, Eoin Brophy, Baoquan Chen, Gabriele Graffieti, Vidit Goel, Hyonyoung Han, Sathursan Kanagarajah, Somesh Kumar, Siew-Kei Lam, Tin Lun Lam, Liang Ma, Davide Maltoni, Lorenzo Pellegrini, Duvindu Piyasena, Shiliang Pu, Debdoot Sheet, Soonyong Song, Youngsung Son, Zhengwei Wang, Tomas E. Ward, Jianwen Wu, Meiqing Wu, Di Xie, Yangsheng Xu, Lin Yang, Qiaoyong Zhong, Liguang Zhou

* 9 pages, 11 figures, 3 tables, accepted into IEEE Robotics and Automation Magazine. arXiv admin note: text overlap with arXiv:1911.06487 

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OpenLORIS-Object: A Dataset and Benchmark towards Lifelong Object Recognition

Nov 15, 2019
Qi She, Fan Feng, Xinyue Hao, Qihan Yang, Chuanlin Lan, Vincenzo Lomonaco, Xuesong Shi, Zhengwei Wang, Yao Guo, Yimin Zhang, Fei Qiao, Rosa H. M. Chan

* 8 pages, 5 figures, 4 tables 

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Are We Ready for Service Robots? The OpenLORIS-Scene Datasets for Lifelong SLAM

Nov 13, 2019
Xuesong Shi, Dongjiang Li, Pengpeng Zhao, Qinbin Tian, Yuxin Tian, Qiwei Long, Chunhao Zhu, Jingwei Song, Fei Qiao, Le Song, Yangquan Guo, Zhigang Wang, Yimin Zhang, Baoxing Qin, Wei Yang, Fangshi Wang, Rosa H. M. Chan, Qi She

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Network Modeling of Short Over-Dispersed Spike-Counts: A Hierarchical Parametric Empirical Bayes Framework

May 28, 2018
Qi She, Beth Jelfs, Adam S. Charles, Rosa H. M. Chan

* 11 pages, 9 figures, 5 tables 

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Mutual Information-Based Unsupervised Feature Transformation for Heterogeneous Feature Subset Selection

Mar 29, 2015
Min Wei, Tommy W. S. Chow, Rosa H. M. Chan

* This paper has been withdrawn by the author due to the number of datasets and classifiers are not sufficient to support the claim. Need more simulation work 

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