Publications

Conference papers:

  • A Fast Learning Algorithm for Image Segmentation with Max-Pooling Convolutional Networks [ pdf ]
    Masci J., Giusti A., Ciresan D. C., Fricout G., Schmidhuber J.
    International Conference on Image Processing (ICIP), 2013, to appear
  • Quantifying Challenging Images of Fiber-like Structures [ pdf ]
    Giusti A., Masci J., Paola M. V. Rancoita
    International Conference on Image Processing (ICIP), 2013, to appear
  • Fast Image Scanning with Deep Max-Pooling Convolutional Neural Networks [ pdf ]
    Giusti A., Ciresan D. C., Masci J., Schmidhuber J.
    International Conference on Image Processing (ICIP), 2013, to appear
  • Multi-Scale Pyramidal Pooling Network for Generic Steel Defect Classification [ pdf ]
    Masci J., Meier U., Fricout G., Schmidhuber J.
    International Joint Conference on Neural Networks (IJCNN), 2013, to appear
  • A Learning Framework for Morphological Operators Using Counter-Harmonic Mean [ pdf ]
    Masci J., Jesus A., Schmidhuber J.
    Mathematical Morphology and Its Applications to Signal and Image Processing, 11th International Symposium, ISMM, 2013
  • Steel Defect Classification with Max-Pooling Convolutional Neural Networks [ pdf ]
    Masci J., Meier U., Ciresan D. C., Schmidhuber J.
    International Joint Conference on Neural Networks (IJCNN), 2012
  • Stacked Convolutional Auto-Encoders for Hierarchical Feature Extraction [ pdf ]
    Masci J., Meier U., Ciresan D. C., Schmidhuber J.
    International Conference on Artificial Neural Networks (ICANN), 2011
  • Flexible, High Performance Convolutional Neural Networks for Image Classification [ pdf ]
    Ciresan D. C., Meier U., Masci J., Schmidhuber J.
    International Joint Conference on Artificial Intelligence (IJCAI), 2011
  • A Committee of Neural Networks for Traffic Sign Classification [ pdf ]
    Ciresan D. C., Meier U., Masci J., Schmidhuber J.
    International Joint Conference on Neural Networks (IJCNN), 2011
  • On Fast Deep Nets for AGI Vision [ pdf ]
    Schmidhuber J., Ciresan D. C., Meier U., Masci J., Graves A.
    Artificial General Intelligence (AGI), 2011
  • AutoIncSFA and vision-based developmental learning for humanoid robots [ pdf ]
    Kompella V. R., Pape L., Masci J., Frank M., Schmidhuber J.
    Humanoids, 2011

Journal papers:

  • Multimodal similarity-preserving hashing [ pdf ] [ cifar10 dataset ] [ code ]
    Masci J., Bronstein M. M., Bronstein A. A., Schmidhuber J.
    IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI)
  • Multi Column Deep Neural Network for Traffic Sign Classification [invited] [ pdf ]
    Ciresan D. C., Meier U., Masci J., Schmidhuber J.
    Neural Networks, 2012

Technical Reports:

  • Object Recognition with Multi-Scale Pyramidal Pooling Networks [arXiv]
    Masci J., Meier U., Fricout G., Schmidhuber J.
    Jul. 2012
  • Multimodal similarity-preserving hashing [arXiv]
    Masci J., Bronstein M. M., Bronstein A. A., Schmidhuber J.
    Jul. 2012
  • High-Performance Neural Networks for Visual Object Classification [arXiv]
    Ciresan D. C., Meier U., Masci J., Gambardella L. M., Schmidhuber J.
    Jan. 2011

Master's Thesis

On The ACB Compressor, VDM Verlag 2009
Supervisor: Paolo Ferragina