Lu Yu

Lu Yu(余璐)

PhD Student at Computer Vision Center of UAB and NWPU

CVC UAB NWPU

Bio

I received my M.Sc. degrees in System Engineering from Northwestern Polytechnic university (NWPU), China in 2015. Currently, I am pursuing the Ph.D. degree under the supervision of Dr. Joost van de Weijer in Universitat Autònoma de Barcelona (UAB), Barcelona and Dr. Yongmei Cheng in NWPU. My main research interests include Deep Learning, Color Representation, Metric Learning, Fashion Parsing, and GANs.

Recent News

1 paper is accepted by 2018 ICPR.

1 paper is accepted by the Springer journal of Machine Vision and Application.

Conferences

Weakly Supervised Domain-Specific Color Naming Based on Attention

(project webpage)

Authors: Lu Yu, Yongmei Cheng, Joost van de Weijer

Accpted by International Conference on Pattern Recognition (ICPR), 2018

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Suitability of Real-Time Image under Complicated Environment Based on Contourlet in SMN

Authors: Lu Yu, Yongmei Cheng, Xialei Liu, Nan Liu

Accepted by Intelligent Systems and Knowledge Engineering (ISKE), 2015

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Journals

Beyond Eleven Color Names for Image Understanding

(project webpage)

Authors: Lu Yu, Lichao Zhang, Joost van de Weijer, Fahad Shahbaz Khan, Yongmei Cheng, C. Alejandro Parraga

Accepted by Springer Machine Vision and Application (MVAP), 2018

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A Method for Reliability Analysis and Measurement Error Modeling Based on Machine Learning in Scene Matching Navigation (In Chinese)

Authors: Lu Yu, Yongmei Cheng, Xialei Liu and Nan Liu

Accepted by Journal of Northwestern Polytechnical University, 2016

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Work Experience

Support researcher - Computer Vision Center (Sep 2015 - Now)

Collaborate within the Learning and Machine Perception (LAMP) groups, CVC, UAB and Key Laboratory of Information Fusion Technology (LIFT), NWPU at different research projects.

Scholarship holder - China Scholarship Council (Sep 2015 - Sep 2017)

Joint PhD scholarship.