Highlights

Paper: Self-supervised learning for astronomical image classification In ICPR (to appear), 2020.

Paper: Skeletal similarity based structural performance evaluation for document binarization (Augusto C. M. Silva, Xiaoyi Jiang, Nina Hirata, ICFHR 2020 - to appear)

Paper: Deep learning multidimensional projections. Information Visualization, 2020

Member: (April 2020) P. H. B. Almeida awarded with FAPESP scholarship (process 2020/02891-3)

Paper: Towards a quantitative survey of dimension reduction techniques, IEEE TVCG

Paper: Improving neural network-based multidimensional projections, IVAP 2020

Paper: Deep learning for astronomical object classification: A case study, VISAPP 2020

Paper: A general framework for the recognition of online handwritten graphics, IJDAR

Member: (September 2019) T. N. Bomventi joined our group

Member: (February 2019) A. Martinazzo awarded with FAPESP scholarship (process 2018/25671-9)

Paper: Deep Learning Inverse Multidimensional Projections, EuroVA 2019

Visit: to École Polytechnique de l’Université de Nantes (Polytech Nantes)

Visit: from University of Groningen

Paper: An Evaluation of Deep Learning Techniques for QR Code Detection (by L. Blanger, N.S.T. Hirata, ICIP2019)

Paper: Symbol detection in online handwritten graphics using Faster R-CNN (by F.D. Julca-Aguilar, N.S.T. Hirata, DAS2018)