Dan C. Ciresan

Publication Activity (10 Years)

Years Active: 2006-2016
Publications (10 Years): 1

Top Topics

Image Classification

Microcalcification Clusters

Algorithm For Image Segmentation

Top Venues

IEEE Robotics Autom. Lett.

Publications

Alessandro Giusti, Jerome Guzzi, Dan C. Ciresan, Fang-Lin He, Juan P. Rodriguez, Flavio Fontana, Matthias Faessler, Christian Forster, Jürgen Schmidhuber, Gianni Di Caro, Davide Scaramuzza, Luca Maria Gambardella
A Machine Learning Approach to Visual Perception of Forest Trails for Mobile Robots. IEEE Robotics Autom. Lett. 1 (2) (2016)
Mitko Veta, Paul J. van Diest, Stefan M. Willems, Haibo Wang, Anant Madabhushi, Angel Cruz-Roa, Fabio A. González, Anders Boesen Lindbo Larsen, Jacob S. Vestergaard, Anders B. Dahl, Dan C. Ciresan, Jürgen Schmidhuber, Alessandro Giusti, Luca Maria Gambardella, F. Boray Tek, Thomas Walter, Ching-Wei Wang, Satoshi Kondo, Bogdan J. Matuszewski, Frédéric Precioso, Violet Snell, Josef Kittler, Teófilo Emídio de Campos, Adnan Mujahid Khan, Nasir M. Rajpoot, Evdokia Arkoumani, Miangela M. Lacle, Max A. Viergever, Josien P. W. Pluim
Assessment of algorithms for mitosis detection in breast cancer histopathology images. Medical Image Anal. 20 (1) (2015)
Toufiq Parag, Dan C. Ciresan, Alessandro Giusti
Efficient Classifier Training to Minimize False Merges in Electron Microscopy Segmentation. ICCV (2015)
Dan C. Ciresan, Ueli Meier
Multi-Column Deep Neural Networks for offline handwritten Chinese character classification. IJCNN (2015)
Mitko Veta, Paul J. van Diest, Stefan M. Willems, Haibo Wang, Anant Madabhushi, Angel Cruz-Roa, Fabio A. González, Anders Boesen Lindbo Larsen, Jacob S. Vestergaard, Anders B. Dahl, Dan C. Ciresan, Jürgen Schmidhuber, Alessandro Giusti, Luca Maria Gambardella, F. Boray Tek, Thomas Walter, Ching-Wei Wang, Satoshi Kondo, Bogdan J. Matuszewski, Frédéric Precioso, Violet Snell, Josef Kittler, Teófilo Emídio de Campos, Adnan Mujahid Khan, Nasir M. Rajpoot, Evdokia Arkoumani, Miangela M. Lacle, Max A. Viergever, Josien P. W. Pluim
Assessment of algorithms for mitosis detection in breast cancer histopathology images. CoRR (2014)
Alessandro Giusti, Claudio Caccia, Dan C. Ciresan, Jürgen Schmidhuber, Luca Maria Gambardella
A comparison of algorithms and humans for mitosis detection. ISBI (2014)
Jan Funke, Julien N. P. Martel, Stephan Gerhard, Björn Andres, Dan C. Ciresan, Alessandro Giusti, Luca Maria Gambardella, Jürgen Schmidhuber, Hanspeter Pfister, Albert Cardona, Matthew Cook
Candidate Sampling for Neuron Reconstruction from Anisotropic Electron Microscopy Volumes. MICCAI (1) (2014)
Dan C. Ciresan, Jürgen Schmidhuber
Multi-Column Deep Neural Networks for Offline Handwritten Chinese Character Classification. CoRR (2013)
Jonathan Masci, Alessandro Giusti, Dan C. Ciresan, Gabriel Fricout, Jürgen Schmidhuber
A Fast Learning Algorithm for Image Segmentation with Max-Pooling Convolutional Networks CoRR (2013)
Alessandro Giusti, Dan C. Ciresan, Jonathan Masci, Luca Maria Gambardella, Jürgen Schmidhuber
Fast image scanning with deep max-pooling convolutional neural networks. ICIP (2013)
Jonathan Masci, Alessandro Giusti, Dan C. Ciresan, Gabriel Fricout, Jürgen Schmidhuber
A fast learning algorithm for image segmentation with max-pooling convolutional networks. ICIP (2013)
Alessandro Giusti, Dan C. Ciresan, Jonathan Masci, Luca Maria Gambardella, Jürgen Schmidhuber
Fast Image Scanning with Deep Max-Pooling Convolutional Neural Networks CoRR (2013)
Dan C. Ciresan, Alessandro Giusti, Luca Maria Gambardella, Jürgen Schmidhuber
Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks. MICCAI (2) (2013)
Jonathan Masci, Ueli Meier, Dan C. Ciresan, Jürgen Schmidhuber, Gabriel Fricout
Steel defect classification with Max-Pooling Convolutional Neural Networks. IJCNN (2012)
Dan C. Ciresan, Ueli Meier, Jürgen Schmidhuber
Multi-column deep neural networks for image classification. CVPR (2012)
Dan C. Ciresan, Alessandro Giusti, Luca Maria Gambardella, Jürgen Schmidhuber
Deep Neural Networks Segment Neuronal Membranes in Electron Microscopy Images. NIPS (2012)
Dan C. Ciresan, Ueli Meier, Jürgen Schmidhuber
Multi-column Deep Neural Networks for Image Classification CoRR (2012)
Dan C. Ciresan, Ueli Meier, Jonathan Masci, Jürgen Schmidhuber
Multi-column deep neural network for traffic sign classification. Neural Networks 32 (2012)
Dan C. Ciresan, Ueli Meier, Jonathan Masci, Luca Maria Gambardella, Jürgen Schmidhuber
High-Performance Neural Networks for Visual Object Classification CoRR (2011)
Dan C. Ciresan, Ueli Meier, Jonathan Masci, Jürgen Schmidhuber
A committee of neural networks for traffic sign classification. IJCNN (2011)
Dan C. Ciresan, Ueli Meier, Luca Maria Gambardella, Jürgen Schmidhuber
Handwritten Digit Recognition with a Committee of Deep Neural Nets on GPUs CoRR (2011)
Jawad Nagi, Frederick Ducatelle, Gianni A. Di Caro, Dan C. Ciresan, Ueli Meier, Alessandro Giusti, Farrukh Nagi, Jürgen Schmidhuber, Luca Maria Gambardella
Max-pooling convolutional neural networks for vision-based hand gesture recognition. ICSIPA (2011)
Jürgen Schmidhuber, Dan C. Ciresan, Ueli Meier, Jonathan Masci, Alex Graves
On Fast Deep Nets for AGI Vision. AGI (2011)
Jonathan Masci, Ueli Meier, Dan C. Ciresan, Jürgen Schmidhuber
Stacked Convolutional Auto-Encoders for Hierarchical Feature Extraction. ICANN (1) (2011)
Dan C. Ciresan
Avoiding Segmentation in Multi-Digit Numeral String Recognition by Combining Single and Two-Digit Classifiers Trained without Negative Examples. SYNASC (2008)
Dan C. Ciresan, Dana D. Damian
Preserving Topological Information in the Windowed Hough Transform for Rectangle Extraction. DAGM-Symposium (2006)