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Ricardo Sanchez-Matilla

Ricardo Sánchez-Matilla

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2020 – today

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2024
[j10]
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Maria Grammatikopoulou, Ricardo Sanchez-Matilla, Felix J. S. Bragman, David Owen, Lucy Culshaw, Karen Kerr, Danail Stoyanov, Imanol Luengo:
A spatio-temporal network for video semantic segmentation in surgical videos. Int. J. Comput. Assist. Radiol. Surg. 19(2): 375-382 (2024)
[j9]
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Emanuele Colleoni, Ricardo Sanchez-Matilla, Imanol Luengo, Danail Stoyanov:
Guided image generation for improved surgical image segmentation. Medical Image Anal. 97: 103263 (2024)
[j8]
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Matthew Lee, Ricardo Sanchez-Matilla, Danail Stoyanov, Imanol Luengo:
DIPO: Differentiable Parallel Operation Blocks for Surgical Neural Architecture Search. IEEE J. Biomed. Health Informatics 28(9): 5540-5550 (2024)
2023
[j7]
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Chinedu Innocent Nwoye, Deepak Alapatt, Tong Yu, Armine Vardazaryan, Fangfang Xia, Zixuan Zhao, Tong Xia, Fucang Jia, Yuxuan Yang, Hao Wang, Derong Yu, Guoyan Zheng, Xiaotian Duan, Neil Getty, Ricardo Sanchez-Matilla, Maria Robu, Li Zhang, Huabin Chen, Jiacheng Wang, Liansheng Wang, Bokai Zhang, Beerend G. A. Gerats, Sista Raviteja, Rachana Sathish, Rong Tao, Satoshi Kondo, Winnie Pang, Hongliang Ren, Julian Ronald Abbing, Mohammad Hasan Sarhan, Sebastian Bodenstedt, Nithya Bhasker, Bruno Oliveira, Helena R. Torres, Li Ling, Finn Gaida, Tobias Czempiel, João L. Vilaça, Pedro Morais, Jaime C. Fonseca, Ruby Mae Egging, Inge Nicole Wijma, Chen Qian, Guibin Bian, Zhen Li, Velmurugan Balasubramanian, Debdoot Sheet, Imanol Luengo, Yuanbo Zhu, Shuai Ding, Jakob-Anton Aschenbrenner, Nicolas Elini van der Kar, Mengya Xu, Mobarakol Islam, Lalithkumar Seenivasan, Alexander Jenke, Danail Stoyanov, Didier Mutter, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Nicolas Padoy:
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. Medical Image Anal. 86: 102803 (2023)
[i9]
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  - journals/corr/abs-2306-11052
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Maria Grammatikopoulou, Ricardo Sanchez-Matilla, Felix J. S. Bragman, David Owen, Lucy Culshaw, Karen Kerr, Danail Stoyanov, Imanol Luengo:
A spatio-temporal network for video semantic segmentation in surgical videos. CoRR abs/2306.11052 (2023)
2022
[j6]
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  - journals/cars/Sanchez-Matilla22
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Ricardo Sanchez-Matilla, Maria Robu, Maria Grammatikopoulou, Imanol Luengo, Danail Stoyanov:
Data-centric multi-task surgical phase estimation with sparse scene segmentation. Int. J. Comput. Assist. Radiol. Surg. 17(5): 953-960 (2022)
[i8]
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  - journals/corr/abs-2204-04746
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Chinedu Innocent Nwoye, Deepak Alapatt, Tong Yu, Armine Vardazaryan, Fangfang Xia, Zixuan Zhao, Tong Xia, Fucang Jia, Yuxuan Yang, Hao Wang, Derong Yu, Guoyan Zheng, Xiaotian Duan, Neil Getty, Ricardo Sanchez-Matilla, Maria Robu, Li Zhang, Huabin Chen, Jiacheng Wang, Liansheng Wang, Bokai Zhang, Beerend G. A. Gerats, Sista Raviteja, Rachana Sathish, Rong Tao, Satoshi Kondo, Winnie Pang, Hongliang Ren, Julian Ronald Abbing, Mohammad Hasan Sarhan, Sebastian Bodenstedt, Nithya Bhasker, Bruno Oliveira, Helena R. Torres, Li Ling, Finn Gaida, Tobias Czempiel, João L. Vilaça, Pedro Morais, Jaime C. Fonseca, Ruby Mae Egging, Inge Nicole Wijma, Chen Qian, Guibin Bian, Zhen Li, Velmurugan Balasubramanian, Debdoot Sheet, Imanol Luengo, Yuanbo Zhu, Shuai Ding, Jakob-Anton Aschenbrenner, Nicolas Elini van der Kar, Mengya Xu, Mobarakol Islam, Lalithkumar Seenivasan, Alexander Jenke, Danail Stoyanov, Didier Mutter, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Nicolas Padoy:
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. CoRR abs/2204.04746 (2022)
[i7]
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  - journals/corr/abs-2206-00772
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Chau Yi Li, Ricardo Sánchez-Matilla, Ali Shahin Shamsabadi, Riccardo Mazzon, Andrea Cavallaro:
On the reversibility of adversarial attacks. CoRR abs/2206.00772 (2022)
2021
[j5]
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  - journals/ejivp/Sanchez-Matilla21
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Ricardo Sanchez-Matilla, Andrea Cavallaro:
Benchmark for anonymous video analytics. EURASIP J. Image Video Process. 2021(1): 32 (2021)
[c13]
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  - conf/icip/ModasXSFC21
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Apostolos Modas, Alessio Xompero, Ricardo Sanchez-Matilla, Pascal Frossard, Andrea Cavallaro:
Improving Filling Level Classification with Adversarial Training. ICIP 2021: 829-833
[c12]
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Chau Yi Li, Ricardo Sánchez-Matilla, Ali Shahin Shamsabadi, Riccardo Mazzon, Andrea Cavallaro:
On the Reversibility of Adversarial Attacks. ICIP 2021: 3073-3077
[c11]
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Ricardo Sanchez-Matilla, Maria Robu, Imanol Luengo, Danail Stoyanov:
Scalable Joint Detection and Segmentation of Surgical Instruments with Weak Supervision. MICCAI (2) 2021: 501-511
[i6]
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  - journals/corr/abs-2102-04057
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Apostolos Modas, Alessio Xompero, Ricardo Sanchez-Matilla, Pascal Frossard, Andrea Cavallaro:
Improving filling level classification with adversarial training. CoRR abs/2102.04057 (2021)
2020
[j4]
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  - journals/ral/Sanchez-Matilla20
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Ricardo Sanchez-Matilla, Konstantinos I. Chatzilygeroudis, Apostolos Modas, Nuno Ferreira Duarte, Alessio Xompero, Pascal Frossard, Aude Billard, Andrea Cavallaro:
Benchmark for Human-to-Robot Handovers of Unseen Containers With Unknown Filling. IEEE Robotics Autom. Lett. 5(2): 1642-1649 (2020)
[j3]
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  - journals/spm/ModasSFC20
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Apostolos Modas, Ricardo Sanchez-Matilla, Pascal Frossard, Andrea Cavallaro:
Toward Robust Sensing for Autonomous Vehicles: An Adversarial Perspective. IEEE Signal Process. Mag. 37(4): 14-23 (2020)
[j2]
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  - journals/tmm/Sanchez-Matilla20
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Ricardo Sanchez-Matilla, Chau Yi Li, Ali Shahin Shamsabadi, Riccardo Mazzon, Andrea Cavallaro:
Exploiting Vulnerabilities of Deep Neural Networks for Privacy Protection. IEEE Trans. Multim. 22(7): 1862-1873 (2020)
[c10]
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  - conf/cvpr/ShamsabadiSC20
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Ali Shahin Shamsabadi, Ricardo Sánchez-Matilla, Andrea Cavallaro:
ColorFool: Semantic Adversarial Colorization. CVPR 2020: 1148-1157
[c9]
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  - conf/eccv/Sanchez-Matilla20
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Ricardo Sanchez-Matilla, Andrea Cavallaro:
Motion Prediction for First-Person Vision Multi-object Tracking. ECCV Workshops (4) 2020: 485-499
[c8]
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  - conf/icassp/XomperoSMFC20
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Alessio Xompero, Ricardo Sanchez-Matilla, Apostolos Modas, Pascal Frossard, Andrea Cavallaro:
Multi-View Shape Estimation of Transparent Containers. ICASSP 2020: 2363-2367
[i5]
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  - journals/corr/abs-2007-09766
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Ricardo Sanchez-Matilla, Chau Yi Li, Ali Shahin Shamsabadi, Riccardo Mazzon, Andrea Cavallaro:
Exploiting vulnerabilities of deep neural networks for privacy protection. CoRR abs/2007.09766 (2020)
[i4]
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  - journals/corr/abs-2007-10115
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Apostolos Modas, Ricardo Sanchez-Matilla, Pascal Frossard, Andrea Cavallaro:
Towards robust sensing for Autonomous Vehicles: An adversarial perspective. CoRR abs/2007.10115 (2020)
[i3]
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  - journals/corr/abs-2009-14684
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Ricardo Sanchez-Matilla, Andrea Cavallaro:
Benchmark for Anonymous Video Analytics. CoRR abs/2009.14684 (2020)

2010 – 2019

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2019
[c7]
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  - conf/icassp/LiSSMC19
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Chau Yi Li, Ali Shahin Shamsabadi, Ricardo Sanchez-Matilla, Riccardo Mazzon, Andrea Cavallaro:
Scene Privacy Protection. ICASSP 2019: 2502-2506
[c6]
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  - conf/icip/Sanchez-Matilla19
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Ricardo Sanchez-Matilla, Andrea Cavallaro:
A Predictor of Moving Objects for First-Person Vision. ICIP 2019: 2189-2193
[c5]
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  - conf/iros/0009SC19
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Lin Wang, Ricardo Sanchez-Matilla, Andrea Cavallaro:
Audio-visual sensing from a quadcopter: dataset and baselines for source localization and sound enhancement. IROS 2019: 5320-5325
[i2]
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  - journals/corr/abs-1911-10891
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Ali Shahin Shamsabadi, Ricardo Sanchez-Matilla, Andrea Cavallaro:
ColorFool: Semantic Adversarial Colorization. CoRR abs/1911.10891 (2019)
[i1]
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  - journals/corr/abs-1911-12354
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Alessio Xompero, Ricardo Sanchez-Matilla, Apostolos Modas, Pascal Frossard, Andrea Cavallaro:
Multi-view shape estimation of transparent containers. CoRR abs/1911.12354 (2019)
2018
[c4]
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  - conf/icip/Sanchez-Matilla18
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Ricardo Sanchez-Matilla, Andrea Cavallaro:
Confidence Intervals for Tracking Performance Scores. ICIP 2018: 246-250
[c3]
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  - conf/iros/0009SC18
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Lin Wang, Ricardo Sanchez-Matilla, Andrea Cavallaro:
Tracking a moving sound source from a multi-rotor drone. IROS 2018: 2511-2516
2017
[j1]
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  - journals/sivp/Garcia-MartinSM17
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Álvaro García-Martín, Ricardo Sánchez-Matilla, José M. Martínez:
Hierarchical detection of persons in groups. Signal Image Video Process. 11(7): 1181-1188 (2017)
[c2]
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  - conf/mm/Sanchez-Matilla17
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Ricardo Sanchez-Matilla, Lin Wang, Andrea Cavallaro:
Multi-Modal Localization and Enhancement of Multiple Sound Sources from a Micro Aerial Vehicle. ACM Multimedia 2017: 1591-1599
2016
[c1]
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  - conf/eccv/Sanchez-Matilla16
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Ricardo Sanchez-Matilla, Fabio Poiesi, Andrea Cavallaro:
Online Multi-target Tracking with Strong and Weak Detections. ECCV Workshops (2) 2016: 84-99

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