Sérgio Montazzolli Silva
www.sergiomsilva.com

Short bio

I received the B.S. degree in Computer Science from the Londrina State University, in 2010. After, I received the M.S. degree (2013) in Computer Science from the Federal University of Rio Grande do Sul, where I am currently a Ph.D. Candidate under the supervision of Prof. Ph.D. Cláudio R. Jung. In the past several years, I started to dedicate my research efforts to Computer Vision and Deep Learning. More specifically, I am interested in text and object detection/recognition, Convolutional Neural Networks, Supervised and semi-supervised learning, and data augmentation. I also have experience with audio processing, which was acquired during the master's degree.

Publications

License Plate Detection and Recognition in Unconstrained Scenarios (ECCV 2018)

Webpage | Implementation

Real-Time Brazilian License Plate Detection and Recognition Using Deep Convolutional Neural Networks (SIBGRAPI 2017)

Webpage

Audiovisual voice activity detection using off-the-shelf cameras (ICIP 2015)

IEEE Xplore

An extension to Fisher Linear Semi-Discriminant analysis for Speaker Diarization (ITS 2014)

IEEE Xplore

Teaching (UEL)

Research Interests

Contact