Robert Martí

According to our database, Robert Martí authored at least 110 papers between 1984 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

PSFHS challenge report: Pubic symphysis and fetal head segmentation from intrapartum ultrasound images.

Jieyun Bai, Zihao Zhou, Zhanhong Ou, Gregor Köhler, Raphael Stock, Klaus H. Maier-Hein, Marawan Elbatel, Robert Martí, Xiaomeng Li, Yaoyang Qiu, Panjie Gou, Gongping Chen, Lei Zhao, Jianxun Zhang, Yu Dai, Fangyijie Wang, Guénolé Silvestre, Kathleen M. Curran, Hongkun Sun, Jing Xu, Pengzhou Cai, Lu Jiang, Libin Lan, Dong Ni, Mei Zhong, Gaowen Chen, Víctor M. Campello, Yaosheng Lu, Karim Lekadir

Medical Image Anal., 2025

2024

MAM-E: Mammographic Synthetic Image Generation with Diffusion Models.

Ricardo Montoya-del-Angel, Karla Sam-Millan, Joan Carles Vilanova, Robert Martí

Sensors, April, 2024

FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image Recognition.

Marawan Elbatel, Robert Martí, Xiaomeng Li

IEEE Trans. Medical Imaging, March, 2024

Fair evaluation of federated learning algorithms for automated breast density classification: The results of the 2022 ACR-NCI-NVIDIA federated learning challenge.

Kendall Schmidt, Benjamin Bearce, Ken Chang, Laura Coombs, Keyvan Farahani, Marawan Elbatel, Kaouther Mouheb, Robert Marti, Ruipeng Zhang, Ya Zhang, Yanfeng Wang, Yaojun Hu, Haochao Ying, Yuyang Xu, Conrad Testagrose, Mutlu Demirer, Vikash Gupta, Ünal Akünal, Markus Bujotzek, Klaus H. Maier-Hein, Yi Qin, Xiaomeng Li, Jayashree Kalpathy-Cramer, Holger R. Roth

Medical Image Anal., 2024

MRI Breast tissue segmentation using nnU-Net for biomechanical modeling.

Melika Pooyan, Hadeel Awwad, Eloy García, Robert Martí

CoRR, 2024

Graph Neural Networks for modelling breast biomechanical compression.

Hadeel Awwad, Eloy García, Robert Martí

CoRR, 2024

CoMoTo: Unpaired Cross-Modal Lesion Distillation Improves Breast Lesion Detection in Tomosynthesis.

Muhammad Alberb, Marawan Elbatel, Aya Elgebaly, Ricardo Montoya-del-Angel, Xiaomeng Li, Robert Martí

CoRR, 2024

Fair Evaluation of Federated Learning Algorithms for Automated Breast Density Classification: The Results of the 2022 ACR-NCI-NVIDIA Federated Learning Challenge.

Kendall Schmidt, Ben Bearce, Ken Chang, Laura Coombs, Keyvan Farahani, Marawan Elbatel, Kaouther Mouheb, Robert Marti, Ruipeng Zhang, Yao Zhang, Yanfeng Wang, Yaojun Hu, Haochao Ying, Yuyang Xu, Conrad Testagrose, Mutlu Demirer, Vikash Gupta, Ünal Akünal, Markus Bujotzek, Klaus H. Maier-Hein, Yi Qin, Xiaomeng Li, Jayashree Kalpathy-Cramer, Holger R. Roth

CoRR, 2024

2023

Brickognize: Applying Photo-Realistic Image Synthesis for Lego Bricks Recognition with Limited Data.

Joel Vidal, Guillem Vallicrosa, Robert Martí, Marc Barnada

Sensors, February, 2023

Federated Model Aggregation via Self-supervised Priors for Highly Imbalanced Medical Image Classification.

Marawan Elbatel, Hualiang Wang, Robert Martí, Huazhu Fu, Xiaomeng Li

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

2022

A U-Net Ensemble for breast lesion segmentation in DCE MRI.

Roa'a Khaled, Joel Vidal, Joan Carles Vilanova, Robert Martí

Comput. Biol. Medicine, 2022

2021

Visual Attention and Color Cues for 6D Pose Estimation on Occluded Scenarios Using RGB-D Data.

Joel Vidal, Chyi-Yeu Lin, Robert Martí

Sensors, 2021

Lessons from the first DBTex Challenge.

Jungkyu Park, Yoel Shoshan, Robert Martí, Pablo Gómez del Campo, Vadim Ratner, Daniel Khapun, Aviad Zlotnick, Ella Barkan, Flora Gilboa-Solomon, Jakub Chledowski, Jan Witowski, Alexandra Millet, Eric Kim, Alana Lewin, Kristine Pysarenko, Sardius Chen, Julia Goldberg, Shalin Patel, Anastasia Plaunova, Melanie Wegener, Stacey Wolfson, Jiyon Lee, Sana Hava, Sindhoora Murthy, Linda Du, Sushma Gaddam, Ujas Parikh, Laura Heacock, Linda Moy, Beatriu Reig, Michal Rosen-Zvi, Krzysztof J. Geras

Nat. Mach. Intell., 2021

DRNet: Segmentation and localization of optic disc and Fovea from diabetic retinopathy image.

Md. Kamrul Hasan, Md. Ashraful Alam, Md. Toufick E. Elahi, Shidhartho Roy, Robert Martí

Artif. Intell. Medicine, 2021

2020

DSNet: Automatic dermoscopic skin lesion segmentation.

Md. Kamrul Hasan, Lavsen Dahal, Prasad N. Samarakoon, Fakrul Islam Tushar, Robert Martí

Comput. Biol. Medicine, 2020

Deep learning for mass detection in Full Field Digital Mammograms.

Richa Agarwal, Oliver Díaz, Moi Hoon Yap, Xavier Lladó, Robert Martí

Comput. Biol. Medicine, 2020

Breast ultrasound region of interest detection and lesion localisation.

Moi Hoon Yap, Manu Goyal, Fatima Osman, Robert Martí, Erika R. E. Denton, Arne Juette, Reyer Zwiggelaar

Artif. Intell. Medicine, 2020

DCGANs for realistic breast mass augmentation in x-ray mammography.

Basel Alyafi, Oliver Díaz, Robert Marti

Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

Deep Learning Based Segmentation of Breast Lesions in DCE-MRI.

Roa'a Khaled, Joel Vidal, Robert Martí

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

Breast MRI and X-ray mammography registration using gradient values.

Eloy García, Yago Diez, Oliver Díaz, Xavier Lladó, Albert Gubern-Mérida, Robert Martí, Joan Martí, Arnau Oliver

Medical Image Anal., 2019

Quality analysis of DCGAN-generated mammography lesions.

Basel Alyafi, Oliver Díaz, Joan Carles Vilanova, Javier del Riego, Robert Marti

CoRR, 2019

Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review.

José Bernal, Kaisar Kushibar, Daniel S. Asfaw, Sergi Valverde, Arnau Oliver, Robert Martí, Xavier Lladó

Artif. Intell. Medicine, 2019

2018

Multimodal Breast Parenchymal Patterns Correlation Using a Patient-Specific Biomechanical Model.

Eloy García, Yago Diez, Oliver Díaz, Xavier Lladó, Albert Gubern-Mérida, Robert Marti, Joan Martí, Arnau Oliver

IEEE Trans. Medical Imaging, 2018

Automated Breast Ultrasound Lesions Detection Using Convolutional Neural Networks.

Moi Hoon Yap, Gerard Pons, Joan Martí, Sergi Ganau, Melcior Sentís, Reyer Zwiggelaar, Adrian K. Davison, Robert Marti

IEEE J. Biomed. Health Informatics, 2018

Automated Spirometry Quality Assurance: Supervised Learning From Multiple Experts.

Filip Velickovski, Luigi Ceccaroni, Robert Marti, Felip Burgos, Concepcion Gistau, Xavier Alsina-Restoy, Josep Roca

IEEE J. Biomed. Health Informatics, 2018

A Method for 6D Pose Estimation of Free-Form Rigid Objects Using Point Pair Features on Range Data.

Joel Vidal, Chyi-Yeu Lin, Xavier Lladó, Robert Martí

Sensors, 2018

6D Pose Estimation using an Improved Method based on Point Pair Features.

Joel Vidal, Chyi-Yeu Lin, Robert Martí

CoRR, 2018

End-to-end breast ultrasound lesions recognition with a deep learning approach.

Moi Hoon Yap, Manu Goyal, Fatima Osman, Ezak Ahmad, Robert Martí, Erika R. E. Denton, Arne Juette, Reyer Zwiggelaar

Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

A deep learning framework for micro-calcification detection in 2D mammography and C-view.

Giovanni Trovini, Christian Napoli, Robert Marti, Amaya Martin, Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella, Oliver Díaz

Proceedings of the 14th International Workshop on Breast Imaging, 2018

Breast tomosynthesis reconstruction using TIGRE software tool.

Albert Malet, Diego García Pinto, Josep Fernández, Robert Martí, Oliver Díaz

Proceedings of the 14th International Workshop on Breast Imaging, 2018

Changes in breast density over time using automatic density measures: preliminary analysis.

Eloy García, Arnau Oliver, Oliver Díaz, Yago Diez, Albert Gubern-Mérida, Joan Martí, Robert Martí

Proceedings of the 14th International Workshop on Breast Imaging, 2018

Mass detection in mammograms using pre-trained deep learning models.

Richa Agarwal, Oliver Díaz, Xavier Lladó, Robert Martí

Proceedings of the 14th International Workshop on Breast Imaging, 2018

2017

Mapping 3D breast lesions from full-field digital mammograms using subject-specific finite element models.

Eloy García, Arnau Oliver, Oliver Díaz, Yago Diez, Albert Gubern-Mérida, Robert Marti, Joan Martí

Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

Similarity Metrics for Intensity-Based Registration Using Breast Density Maps.

Eloy García, Arnau Oliver, Yago Diez, Oliver Díaz, Xavier Lladó, Robert Marti, Joan Martí

Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

Computer-aided detection for prostate cancer detection based on multi-parametric magnetic resonance imaging.

Guillaume Lemaitre, Robert Marti, Mojdeh Rastgoo, Fabrice Mériaudeau

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

Normalization of T2W-MRI prostate images using Rician a priori.

Guillaume Lemaître, Mojdeh Rastgoo, Joan Massich, Joan Carles Vilanova, Paul Michael Walker, Jordi Freixenet, Anke Meyer-Baese, Fabrice Mériaudeau, Robert Martí

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016

Feasibility of Depth Sensors to Study Breast Deformation During Mammography Procedures.

Oliver Díaz, Arnau Oliver, Sergi Ganau, Eloy García, Joan Martí, Melcior Sentís, Robert Marti

Proceedings of the Breast Imaging, 2016

2015

Breast Segmentation and Density Estimation in Breast MRI: A Fully Automatic Framework.

Albert Gubern-Mérida, Michiel Kallenberg, Ritse Mann, Robert Marti, Nico Karssemeijer

IEEE J. Biomed. Health Informatics, 2015

Automated localization of breast cancer in DCE-MRI.

Albert Gubern-Mérida, Robert Marti, Jaime Melendez, Jakob L. Hauth, Ritse M. Mann, Nico Karssemeijer, Bram Platel

Medical Image Anal., 2015

Breast Density Analysis Using an Automatic Density Segmentation Algorithm.

Arnau Oliver, Meritxell Tortajada, Xavier Lladó, Jordi Freixenet, Sergi Ganau, Lidia Tortajada, Mariona Vilagran, Melcior Sentís, Robert Marti

J. Digit. Imaging, 2015

Computer-Aided Detection and diagnosis for prostate cancer based on mono and multi-parametric MRI: A review.

Guillaume Lemaitre, Robert Marti, Jordi Freixenet, Joan Carles Vilanova, Paul Michael Walker, Fabrice Mériaudeau

Comput. Biol. Medicine, 2015

2014

Intensity Based Methods for Brain MRI Longitudinal Registration. A Study on Multiple Sclerosis Patients.

Yago Diez, Arnau Oliver, Mariano Cabezas, Sergi Valverde, Robert Marti, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Xavier Lladó

Neuroinformatics, 2014

Breast peripheral area correction in digital mammograms.

Meritxell Tortajada, Arnau Oliver, Robert Marti, Sergi Ganau, Lidia Tortajada, Melcior Sentís, Jordi Freixenet, Reyer Zwiggelaar

Comput. Biol. Medicine, 2014

SIFT Texture Description for Understanding Breast Ultrasound Images.

Joan Massich, Fabrice Mériaudeau, Melcior Sentís, Sergi Ganau, Elsa Pérez, Domenec Puig, Robert Marti, Arnau Oliver, Joan Martí

Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

Detecting Abnormal Mammographic Cases in Temporal Studies Using Image Registration Features.

Robert Marti, Yago Diez, Arnau Oliver, Meritxell Tortajada, Reyer Zwiggelaar, Xavier Lladó

Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

Comparison of Methods for Current-to-Prior Registration of Breast DCE-MRI.

Yago Diez, Albert Gubern-Mérida, Lei Wang, Susanne Diekmann, Joan Martí, Bram Platel, Johanna Kramme, Robert Marti

Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

2013

A supervised learning framework of statistical shape and probability priors for automatic prostate segmentation in ultrasound images.

Soumya Ghose, Arnau Oliver, Jhimli Mitra, Robert Marti, Xavier Lladó, Jordi Freixenet, Desire Sidibé, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau

Medical Image Anal., 2013

Breast segmentation in MRI: quantitative evaluation of three methods.

Albert Gubern-Mérida, Lei Wang, Michiel Kallenberg, Robert Marti, Horst K. Hahn, Nico Karssemeijer

Proceedings of the Medical Imaging 2013: Image Processing, 2013

Automatic Intra Muscular Fat Analysis on Dry-Cured Ham Slices.

Sigit Widiyanto, Xavier Cufí, Marc Rubio, Israel Muñoz, Elena Fulladosa, Robert Marti

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Feasibility Study of Lesion Detection Using Deformable Part Models in Breast Ultrasound Images.

Gerard Pons, Robert Marti, Sergi Ganau, Melcior Sentís, Joan Martí

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Demons Methods for Digital Mammography Registration.

Yago Diez, Meritxell Tortajada, Sergi Ganau, Lidia Tortajada, Melcior Sentís, Robert Marti

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

2012

A spline-based non-linear diffeomorphism for multimodal prostate registration.

Jhimli Mitra, Zoltan Kato, Robert Marti, Arnau Oliver, Xavier Lladó, Desire Sidibé, Soumya Ghose, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau

Medical Image Anal., 2012

A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images.

Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Jordi Freixenet, Jhimli Mitra, Désiré Sidibé, Fabrice Mériaudeau

Comput. Methods Programs Biomed., 2012

Prostate multimodality image registration based on B-splines and quadrature local energy.

Jhimli Mitra, Robert Marti, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Carles Vilanova, Fabrice Mériaudeau

Int. J. Comput. Assist. Radiol. Surg., 2012

Statistical shape and texture model of quadrature phase information for prostate segmentation.

Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Carles Vilanova, Josep Comet-Batlle, Fabrice Mériaudeau

Int. J. Comput. Assist. Radiol. Surg., 2012

Lesion segmentation and bias correction in breast ultrasound B-mode images including elastography information.

Gerard Pons, Joan Martí, Robert Marti, Mariano Cabezas, Andrew Di Battista, J. Alison Noble

Proceedings of the Medical Imaging 2012: Image Processing, 2012

A shape-based statistical method to retrieve 2D TRUS-MR slice correspondence for prostate biopsy.

Jhimli Mitra, Abhilash Srikantha, Désiré Sidibé, Robert Marti, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau

Proceedings of the Medical Imaging 2012: Image Processing, 2012

A hybrid framework of multiple active appearance models and global registration for 3D prostate segmentation in MRI.

Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Carles Vilanova, Fabrice Mériaudeau

Proceedings of the Medical Imaging 2012: Image Processing, 2012

Segmentation of the Pectoral Muscle in Breast MRI Using Atlas-Based Approaches.

Albert Gubern-Mérida, Michiel Kallenberg, Robert Marti, Nico Karssemeijer

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Adapting Breast Density Classification from Digitized to Full-Field Digital Mammograms.

Meritxell Tortajada, Arnau Oliver, Robert Marti, Mariona Vilagran, Sergi Ganau, Lidia Tortajada, Melcior Sentís, Jordi Freixenet

Proceedings of the Breast Imaging, 2012

Automatic Seed Placement for Breast Lesion Segmentation on US Images.

Joan Massich, Fabrice Mériaudeau, Melcior Sentís, Sergi Ganau, Elsa Pérez, Robert Marti, Arnau Oliver, Joan Martí

Proceedings of the Breast Imaging, 2012

Spectral clustering to model deformations for fast multimodal prostate registration.

Jhimli Mitra, Zoltan Kato, Soumya Ghose, Desire Sidibé, Robert Marti, Xavier Lladó, Arnau Oliver, Joan Carles Vilanova, Fabrice Mériaudeau

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Graph cut energy minimization in a probabilistic learning framework for 3D prostate segmentation in MRI.

Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Desire Sidibé, Fabrice Mériaudeau

Proceedings of the 21st International Conference on Pattern Recognition, 2012

A Mumford-Shah functional based variational model with contour, shape, and probability prior information for prostate segmentation.

Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Desire Sidibé, Fabrice Mériaudeau

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Weighted likelihood function of multiple statistical parameters to retrieve 2D TRUS-MR slice correspondence for prostate biopsy.

Jhimli Mitra, Soumya Ghose, Desire Sidibé, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

A coupled schema of probabilistic atlas and statistical shape and appearance model for 3D prostate segmentation in MR images.

Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Desire Sidibé, Fabrice Mériaudeau

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Joint probability of shape and image similarities to retrieve 2D TRUS-MR slice correspondence for prostate biopsy.

Jhimli Mitra, Soumya Ghose, Désiré Sidibé, Robert Marti, Arnau Oliver, Xavier Lladó, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Spectral clustering of shape and probability prior models for automatic prostate segmentation.

Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Désiré Sidibé, Fabrice Mériaudeau

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A Supervised Learning Framework for Automatic Prostate Segmentation in Trans Rectal Ultrasound Images.

Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Desire Sidibé, Fabrice Mériaudeau

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012

2011

Revisiting Intensity-Based Image Registration Applied to Mammography.

Yago Diez, Arnau Oliver, Xavier Lladó, Jordi Freixenet, Joan Martí, Joan Carles Vilanova, Robert Marti

IEEE Trans. Inf. Technol. Biomed., 2011

Prostate segmentation with local binary patterns guided active appearance models.

Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Fabrice Mériaudeau

Proceedings of the Medical Imaging 2011: Image Processing, 2011

A comparison of thin-plate splines with automatic correspondences and B-splines with uniform grids for multimodal prostate registration.

Jhimli Mitra, Robert Marti, Arnau Oliver, Xavier Lladó, Joan Carles Vilanova, Fabrice Mériaudeau

Proceedings of the Medical Imaging 2011: Visualization, 2011

Multiple Mean Models of Statistical Shape and Probability Priors for Automatic Prostate Segmentation.

Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau

Proceedings of the Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, 2011

A probabilistic framework for automatic prostate segmentation with a statistical model of shape and appearance.

Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Fabrice Mériaudeau

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Simultaneous Lesion Segmentation and Bias Correction in Breast Ultrasound Images.

Gerard Pons, Joan Martí, Robert Marti, J. Alison Noble

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Multi-class Probabilistic Atlas-Based Segmentation Method in Breast MRI.

Albert Gubern-Mérida, Michiel Kallenberg, Robert Marti, Nico Karssemeijer

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

A Non-Linear Diffeomorphic Framework for Prostate Multimodal Registration.

Jhimli Mitra, Zoltan Kato, Robert Marti, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Carles Vilanova, Fabrice Mériaudeau

Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

Statistical Shape and Probability Prior Model for Automatic Prostate Segmentation.

Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau

Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

2010

A Thin-Plate Spline Based Multimodal Prostate Registration with Optimal Correspondences.

Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Fabrice Mériaudeau

Proceedings of the Sixth International Conference on Signal-Image Technology and Internet-Based Systems, 2010

Prostate Segmentation with Texture Enhanced Active Appearance Model.

Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Fabrice Mériaudeau

Proceedings of the Sixth International Conference on Signal-Image Technology and Internet-Based Systems, 2010

Texture Guided Active Appearance Model Propagation for Prostate Segmentation.

Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Fabrice Mériaudeau

Proceedings of the Prostate Cancer Imaging. Computer-Aided Diagnosis, 2010

Lesion Segmentation in Breast Sonography.

Joan Massich, Fabrice Mériaudeau, Elsa Pérez, Robert Marti, Arnau Oliver, Joan Martí

Proceedings of the Digital Mammography, 2010

A supervised micro-calcification detection approach in digitised mammograms.

Albert Torrent, Arnau Oliver, Xavier Lladó, Robert Marti, Jordi Freixenet

Proceedings of the International Conference on Image Processing, 2010

Elastic modulus imaging using optical flow and image registration.

Robert Marti, J. Alison Noble

Proceedings of the International Conference on Image Processing, 2010

Comparison of registration methods using mamographic images.

Yago Diez, Arnau Oliver, Xavier Lladó, Robert Marti

Proceedings of the International Conference on Image Processing, 2010

Multimodal Prostate Registration Using Thin-Plate Splines from Automatic Correspondences.

Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Fabrice Mériaudeau

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

2009

A textural approach for mass false positive reduction in mammography.

Xavier Lladó, Arnau Oliver, Jordi Freixenet, Robert Marti, Joan Martí

Comput. Medical Imaging Graph., 2009

2008

A Novel Breast Tissue Density Classification Methodology.

Arnau Oliver, Jordi Freixenet, Robert Marti, Josep Pont, Elsa Pérez, Erika R. E. Denton, Reyer Zwiggelaar

IEEE Trans. Inf. Technol. Biomed., 2008

Image Correction and Reconstruction for Breast Biopsy.

Meritxell Tortajada, Robert Marti, Jordi Freixenet, Josep Fernández, Melcior Sentís

Proceedings of the Digital Mammography, 2008

Breast Density Segmentation: A Comparison of Clustering and Region Based Techniques.

Albert Torrent, Anton Bardera, Arnau Oliver, Jordi Freixenet, Imma Boada, Miguel Feixes, Robert Marti, Xavier Lladó, Josep Pont, Elsa Pérez, Salvador Pedraza, Joan Martí

Proceedings of the Digital Mammography, 2008

2007

Which is the best way to organize/classify images by content?

Anna Bosch, Xavier Muñoz, Robert Marti

Image Vis. Comput., 2007

On the Detection of Regions-of-Interest in Dynamic Contrast-Enhanced MRI.

David Raba, Marta Peracaula, Robert Marti, Joan Martí

Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

False Positive Reduction in Breast Mass Detection Using Two-Dimensional PCA.

Arnau Oliver, Xavier Lladó, Joan Martí, Robert Marti, Jordi Freixenet

Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Breast Skin-Line Segmentation Using Contour Growing.

Robert Marti, Arnau Oliver, David Raba, Jordi Freixenet

Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Optimally Discriminant Moments for Speckle Detection in Real B-Scan Images.

Robert Marti, Joan Martí, Jordi Freixenet, Joan Carles Vilanova, Joaquim Barceló

Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Slowly Changing Dimensions: a Pattern Language for Coping with Change in Analytical Information Processing.

Hans Wegener, Robert Marti

Proceedings of the 12th European Conference on Pattern Languages of Programs (EuroPLoP '2007), 2007

2006

A Comparison of Breast Tissue Classification Techniques.

Arnau Oliver, Jordi Freixenet, Robert Marti, Reyer Zwiggelaar

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Mammographic Registration: Proposal and Evaluation of a New Approach.

Robert Marti, David Raba, Arnau Oliver, Reyer Zwiggelaar

Proceedings of the Digital Mammography, 2006

A new approach to the classification of mammographic masses and normal breast tissue.

Arnau Oliver, Joan Martí, Robert Marti, Anna Bosch, Jordi Freixenet

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Object and Scene Classification: what does a Supervised Approach Provide us?.

Anna Bosch, Xavier Muñoz, Arnau Oliver, Robert Marti

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005

Slowly Changing Dimensions - a Pattern Language for Coping With Business Change in an Enterprise.

Hans Wegener, Robert Marti

Proceedings of the EuroPLoP' 2005, 2005

Detecting Mammographic Abnormalities from Image Registration Results.

Robert Marti, David Raba, Caroline M. E. Rubin, Reyer Zwiggelaar

Proceedings of the Artificial Intelligence Research and Development, 2005

2004

Two-Dimensional-Three-Dimensional Correspondence in Mammography.

Robert Marti, Reyer Zwiggelaar, Caroline M. E. Rubin, Erika R. E. Denton

Cybern. Syst., 2004

2003

Information Integration in a Global Enterprise: Some Experiences from a Financial Services Company.

Robert Marti

Proceedings of the BTW 2003, 2003

2002

Automatic Point Correspondence and Registration Based on Linear Structures.

Robert Marti, Reyer Zwiggelaar, Caroline M. E. Rubin

Int. J. Pattern Recognit. Artif. Intell., 2002

Automated Quality Assurance Applied to Mammographic Imaging.

Lilian Blot, Anne Davis, Mike Holubinka, Robert Marti, Reyer Zwiggelaar

EURASIP J. Adv. Signal Process., 2002

2001

Automatic Registration of Mammograms Based on Linear Structures.

Robert Marti, Reyer Zwiggelaar, Caroline M. E. Rubin

Proceedings of the Information Processing in Medical Imaging, 2001

Tracking Mammographic Structures Over Time.

Robert Marti, Reyer Zwiggelaar, Caroline M. E. Rubin

Proceedings of the British Machine Vision Conference 2001, 2001

2000

A Novel Similarity Measure to Evaluate Image Correspondence.

Robert Marti, Reyer Zwiggelaar, Caroline M. E. Rubin

Proceedings of the 15th International Conference on Pattern Recognition, 2000

1984

Beschreibung von Datenbanken und Anwendungsprogrammen in einem erweiterten Datenkatalog.

Robert Marti

PhD thesis, 1984