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 2009Supervisor: Paolo Ferragina