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ORCIDDan C. Ciresan
Person information
- unicode name: Dan Claudiu Cireșan
- affiliation: University of Lugano, Dalle Molle Institute for Artificial Intelligence Research (IDSIA)
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Journal Articles
- 2016
[j4]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): 661-667 (2016)- 2015
- [j3]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, Faik 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): 237-248 (2015) - 2012
- [j2]Dan C. Ciresan, Ueli Meier, Jonathan Masci, Jürgen Schmidhuber:
Multi-column deep neural network for traffic sign classification. Neural Networks 32: 333-338 (2012) - 2010
- [j1]Dan Claudiu Ciresan, Ueli Meier, Luca Maria Gambardella, Jürgen Schmidhuber:
Deep, Big, Simple Neural Nets for Handwritten Digit Recognition. Neural Comput. 22(12): 3207-3220 (2010)
Conference and Workshop Papers
- 2015
- [c20]Toufiq Parag, Dan C. Ciresan, Alessandro Giusti:
Efficient Classifier Training to Minimize False Merges in Electron Microscopy Segmentation. ICCV 2015: 657-665 - [c19]Dan C. Ciresan, Ueli Meier:
Multi-Column Deep Neural Networks for offline handwritten Chinese character classification. IJCNN 2015: 1-6 - 2014
- [c18]Alessandro Giusti, Claudio Caccia, Dan C. Ciresan, Jürgen Schmidhuber, Luca Maria Gambardella:
A comparison of algorithms and humans for mitosis detection. ISBI 2014: 1360-1363 - [c17]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: 17-24 - 2013
- [c16]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: 2713-2717 - [c15]Alessandro Giusti, Dan C. Ciresan, Jonathan Masci, Luca Maria Gambardella, Jürgen Schmidhuber:
Fast image scanning with deep max-pooling convolutional neural networks. ICIP 2013: 4034-4038 - [c14]Dan C. Ciresan, Alessandro Giusti, Luca Maria Gambardella, Jürgen Schmidhuber:
Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks. MICCAI (2) 2013: 411-418 - 2012
- [c13]Dan C. Ciresan, Ueli Meier, Jürgen Schmidhuber:
Multi-column deep neural networks for image classification. CVPR 2012: 3642-3649 - [c12]Dan Claudiu Ciresan, Ueli Meier, Jürgen Schmidhuber:
Transfer learning for Latin and Chinese characters with Deep Neural Networks. IJCNN 2012: 1-6 - [c11]Jonathan Masci, Ueli Meier, Dan C. Ciresan, Jürgen Schmidhuber, Gabriel Fricout:
Steel defect classification with Max-Pooling Convolutional Neural Networks. IJCNN 2012: 1-6 - [c10]Dan C. Ciresan, Alessandro Giusti, Luca Maria Gambardella, Jürgen Schmidhuber:
Deep Neural Networks Segment Neuronal Membranes in Electron Microscopy Images. NIPS 2012: 2852-2860 - 2011
- [c9]Jürgen Schmidhuber, Dan C. Ciresan, Ueli Meier, Jonathan Masci, Alex Graves:
On Fast Deep Nets for AGI Vision. AGI 2011: 243-246 - [c8]Jonathan Masci, Ueli Meier, Dan C. Ciresan, Jürgen Schmidhuber:
Stacked Convolutional Auto-Encoders for Hierarchical Feature Extraction. ICANN (1) 2011: 52-59 - [c7]Dan Claudiu Ciresan, Ueli Meier, Luca Maria Gambardella, Jürgen Schmidhuber:
Convolutional Neural Network Committees for Handwritten Character Classification. ICDAR 2011: 1135-1139 - [c6]Ueli Meier, Dan Claudiu Ciresan, Luca Maria Gambardella, Jürgen Schmidhuber:
Better Digit Recognition with a Committee of Simple Neural Nets. ICDAR 2011: 1250-1254 - [c5]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: 342-347 - [c4]Dan Claudiu Ciresan, Ueli Meier, Jonathan Masci, Luca Maria Gambardella, Jürgen Schmidhuber:
Flexible, High Performance Convolutional Neural Networks for Image Classification. IJCAI 2011: 1237-1242 - [c3]Dan C. Ciresan, Ueli Meier, Jonathan Masci, Jürgen Schmidhuber:
A committee of neural networks for traffic sign classification. IJCNN 2011: 1918-1921 - 2008
- [c2]Dan C. Ciresan:
Avoiding Segmentation in Multi-Digit Numeral String Recognition by Combining Single and Two-Digit Classifiers Trained without Negative Examples. SYNASC 2008: 225-230 - 2006
- [c1]Dan C. Ciresan, Dana D. Damian:
Preserving Topological Information in the Windowed Hough Transform for Rectangle Extraction. DAGM-Symposium 2006: 172-181
Parts in Books or Collections
- 2012
- [p1]Dan Claudiu Ciresan, Ueli Meier, Luca Maria Gambardella, Jürgen Schmidhuber:
Deep Big Multilayer Perceptrons for Digit Recognition. Neural Networks: Tricks of the Trade (2nd ed.) 2012: 581-598
Informal and Other Publications
- 2014
- [i8]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, Faik 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 abs/1411.5825 (2014) - 2013
- [i7]Jonathan Masci, Alessandro Giusti, Dan C. Ciresan, Gabriel Fricout, Jürgen Schmidhuber:
A Fast Learning Algorithm for Image Segmentation with Max-Pooling Convolutional Networks. CoRR abs/1302.1690 (2013) - [i6]Alessandro Giusti, Dan C. Ciresan, Jonathan Masci, Luca Maria Gambardella, Jürgen Schmidhuber:
Fast Image Scanning with Deep Max-Pooling Convolutional Neural Networks. CoRR abs/1302.1700 (2013) - [i5]Dan C. Ciresan, Jürgen Schmidhuber:
Multi-Column Deep Neural Networks for Offline Handwritten Chinese Character Classification. CoRR abs/1309.0261 (2013) - 2012
- [i4]Dan C. Ciresan, Ueli Meier, Jürgen Schmidhuber:
Multi-column Deep Neural Networks for Image Classification. CoRR abs/1202.2745 (2012) - 2011
- [i3]Dan C. Ciresan, Ueli Meier, Jonathan Masci, Luca Maria Gambardella, Jürgen Schmidhuber:
High-Performance Neural Networks for Visual Object Classification. CoRR abs/1102.0183 (2011) - [i2]Dan C. Ciresan, Ueli Meier, Luca Maria Gambardella, Jürgen Schmidhuber:
Handwritten Digit Recognition with a Committee of Deep Neural Nets on GPUs. CoRR abs/1103.4487 (2011) - 2010
- [i1]Dan Claudiu Ciresan, Ueli Meier, Luca Maria Gambardella, Jürgen Schmidhuber:
Deep Big Simple Neural Nets Excel on Handwritten Digit Recognition. CoRR abs/1003.0358 (2010)
Coauthor Index
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