HATS: Histograms of Averaged Time Surfaces for Robust Event-Based Object Classification
Sironi, Amos, Brambilla, Manuele, Bourdis, Nicolas, Lagorce, Xavier, Benosman, Ryad
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
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Conference Proceeding
Multiscale Centerline Detection
Sironi, Amos, Turetken, Engin, Lepetit, Vincent, Fua, Pascal
Published in IEEE transactions on pattern analysis and machine intelligence (01.07.2016)
Published in IEEE transactions on pattern analysis and machine intelligence (01.07.2016)
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Journal Article
Learning Separable Filters
Sironi, Amos, Tekin, Bugra, Rigamonti, Roberto, Lepetit, Vincent, Fua, Pascal
Published in IEEE transactions on pattern analysis and machine intelligence (01.01.2015)
Published in IEEE transactions on pattern analysis and machine intelligence (01.01.2015)
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Journal Article
Speed Invariant Time Surface for Learning to Detect Corner Points With Event-Based Cameras
Manderscheid, Jacques, Sironi, Amos, Bourdis, Nicolas, Migliore, Davide, Lepetit, Vincent
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
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Conference Proceeding
Learning Separable Filters
Rigamonti, Roberto, Sironi, Amos, Lepetit, Vincent, Fua, Pascal
Published in 2013 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2013)
Published in 2013 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2013)
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Conference Proceeding
Multiscale Centerline Detection by Learning a Scale-Space Distance Transform
Sironi, Amos, Lepetit, Vincent, Fua, Pascal
Published in 2014 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2014)
Published in 2014 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2014)
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Conference Proceeding
Projection onto the Manifold of Elongated Structures for Accurate Extraction
Sironi, Amos, Lepetit, Vincent, Fua, Pascal
Published in 2015 IEEE International Conference on Computer Vision (ICCV) (01.12.2015)
Published in 2015 IEEE International Conference on Computer Vision (ICCV) (01.12.2015)
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Conference Proceeding
Journal Article
BigNeuron: a resource to benchmark and predict performance of algorithms for automated tracing of neurons in light microscopy datasets
Manubens-Gil, Linus, Zhou, Zhi, Chen, Hanbo, Ramanathan, Arvind, Liu, Xiaoxiao, Liu, Yufeng, Bria, Alessandro, Gillette, Todd, Ruan, Zongcai, Yang, Jian, Radojević, Miroslav, Zhao, Ting, Cheng, Li, Qu, Lei, Liu, Siqi, Bouchard, Kristofer E., Gu, Lin, Cai, Weidong, Ji, Shuiwang, Roysam, Badrinath, Wang, Ching-Wei, Yu, Hongchuan, Sironi, Amos, Iascone, Daniel Maxim, Zhou, Jie, Bas, Erhan, Conde-Sousa, Eduardo, Aguiar, Paulo, Li, Xiang, Li, Yujie, Nanda, Sumit, Wang, Yuan, Muresan, Leila, Fua, Pascal, Ye, Bing, He, Hai-yan, Staiger, Jochen F., Peter, Manuel, Cox, Daniel N., Simonneau, Michel, Oberlaender, Marcel, Jefferis, Gregory, Ito, Kei, Gonzalez-Bellido, Paloma, Kim, Jinhyun, Rubel, Edwin, Cline, Hollis T., Zeng, Hongkui, Nern, Aljoscha, Chiang, Ann-Shyn, Yao, Jianhua, Roskams, Jane, Livesey, Rick, Stevens, Janine, Liu, Tianming, Dang, Chinh, Guo, Yike, Zhong, Ning, Tourassi, Georgia, Hill, Sean, Hawrylycz, Michael, Koch, Christof, Meijering, Erik, Ascoli, Giorgio A., Peng, Hanchuan
Published in Nature methods (01.06.2023)
Published in Nature methods (01.06.2023)
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Journal Article
The CNN vs. SNN Event-camera Dichotomy and Perspectives For Event-Graph Neural Networks
Dalgaty, Thomas, Mesquida, Thomas, Joubert, Damien, Sironi, Amos, Soubeyrat, Cyrille, Vivet, Pascal, Posch, Christoph
Published in 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.04.2023)
Published in 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.04.2023)
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Conference Proceeding
Author Correction: BigNeuron: a resource to benchmark and predict performance of algorithms for automated tracing of neurons in light microscopy datasets
Manubens-Gil, Linus, Zhou, Zhi, Chen, Hanbo, Ramanathan, Arvind, Liu, Xiaoxiao, Liu, Yufeng, Bria, Alessandro, Gillette, Todd, Ruan, Zongcai, Yang, Jian, Radojević, Miroslav, Zhao, Ting, Cheng, Li, Qu, Lei, Liu, Siqi, Bouchard, Kristofer E., Gu, Lin, Cai, Weidong, Ji, Shuiwang, Roysam, Badrinath, Wang, Ching-Wei, Yu, Hongchuan, Sironi, Amos, Iascone, Daniel Maxim, Zhou, Jie, Bas, Erhan, Conde-Sousa, Eduardo, Aguiar, Paulo, Li, Xiang, Li, Yujie, Nanda, Sumit, Wang, Yuan, Muresan, Leila, Fua, Pascal, Ye, Bing, He, Hai-yan, Staiger, Jochen F., Peter, Manuel, Cox, Daniel N., Simonneau, Michel, Oberlaender, Marcel, Jefferis, Gregory, Ito, Kei, Gonzalez-Bellido, Paloma, Kim, Jinhyun, Rubel, Edwin, Cline, Hollis T., Zeng, Hongkui, Nern, Aljoscha, Chiang, Ann-Shyn, Yao, Jianhua, Roskams, Jane, Livesey, Rick, Stevens, Janine, Liu, Tianming, Dang, Chinh, Guo, Yike, Zhong, Ning, Tourassi, Georgia, Hill, Sean, Hawrylycz, Michael, Koch, Christof, Meijering, Erik, Ascoli, Giorgio A., Peng, Hanchuan
Published in Nature methods (01.10.2024)
Published in Nature methods (01.10.2024)
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Journal Article
HUGNet: Hemi-Spherical Update Graph Neural Network applied to low-latency event-based optical flow
Dalgaty, Thomas, Mesquida, Thomas, Joubert, Damien, Sironi, Amos, Vivet, Pascal, Posch, Christoph
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2023)
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Conference Proceeding