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ORCIDFabrice Mériaudeau
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- affiliation: University of Burgundy, Le2I Laboratory
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Journal Articles
- 2025
[j79]Tewodros Weldebirhan Arega, Stéphanie Bricq, Fabrice Mériaudeau:
Post-hoc out-of-distribution detection for cardiac MRI segmentation. Comput. Medical Imaging Graph. 119: 102476 (2025)- [j78]Samiksha Pachade
, Prasanna Porwal, Manesh Kokare, Girish Deshmukh, Vivek Sahasrabuddhe, Zhengbo Luo, Feng Han, Zitang Sun, Li Qihan, Sei-ichiro Kamata, Edward Ho, Edward Wang, Asaanth Sivajohan, Saerom Youn, Kevin Lane, Jin Chun, Xinliang Wang, Yunchao Gu, Sixu Lu, Young-tack Oh, Hyunjin Park, Chia-Yen Lee, Hung Yeh, Kai-Wen Cheng, Haoyu Wang, Jin Ye, Junjun He, Lixu Gu, Dominik Müller, Iñaki Soto Rey, Frank Kramer, Hidehisa Arai, Yuma Ochi, Takami Okada, Luca Giancardo, Gwenolé Quellec, Fabrice Mériaudeau:
RFMiD: Retinal Image Analysis for multi-Disease Detection challenge. Medical Image Anal. 99: 103365 (2025) - 2024
- [j77]Anneke Annassia Putri Siswadi, Stéphanie Bricq, Fabrice Mériaudeau:
Multi-modality multi-label ocular abnormalities detection with transformer-based semantic dictionary learning. Medical Biol. Eng. Comput. 62(11): 3433-3444 (2024) - [j76]Sophia Bano, Alessandro Casella, Francisco Vasconcelos, Abdul Qayyum, Abdesslam Benzinou, Moona Mazher, Fabrice Mériaudeau, Chiara Lena, Ilaria Anita Cintorrino, Gaia Romana De Paolis, Jessica Biagioli, Daria Grechishnikova, Jing Jiao, Bizhe Bai, Yanyan Qiao, Binod Bhattarai, Rebati Raman Gaire, Ronast Subedi, Eduard Vazquez, Szymon Plotka, Aneta Lisowska, Arkadiusz Sitek, George Attilakos, Ruwan Wimalasundera, Anna L. David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S. Mattos, Sara Moccia, Danail Stoyanov:
Placental vessel segmentation and registration in fetoscopy: Literature review and MICCAI FetReg2021 challenge findings. Medical Image Anal. 92: 103066 (2024) - 2023
- [j75]Juan Cisneros, Alain Lalande, Binnaz Yalcin, Fabrice Mériaudeau, Stephan Collins:
Automatic Segmentation of Histological Images of Mouse Brains. Algorithms 16(12): 553 (2023) - [j74]Félix Quinton, Romain Popoff, Benoît Presles, Sarah Leclerc, Fabrice Mériaudeau, Guillaume Nodari, Olivier Lopez, Julie Pellegrinelli, Olivier Chevallier, Dominique Ginhac, Jean-Marc Vrigneaud, Jean-Louis Alberini:
A Tumour and Liver Automatic Segmentation (ATLAS) Dataset on Contrast-Enhanced Magnetic Resonance Imaging for Hepatocellular Carcinoma. Data 8(5): 79 (2023) - [j73]Clément Germanèse, Fabrice Mériaudeau, Pétra Eid, Ramin Tadayoni, Dominique Ginhac, Atif Anwer, Steinberg Laure-Anne, Charles Guenancia, Catherine Creuzot-Garcher, Pierre-Henry Gabrielle, Louis Arnould:
A Retinal Oct-Angiography and Cardiovascular STAtus (RASTA) Dataset of Swept-Source Microvascular Imaging for Cardiovascular Risk Assessment. Data 8(10): 147 (2023) - [j72]Atif Anwer, Samia Ainouz, Naufal M. Saad, Syed Saad Azhar Ali, Fabrice Mériaudeau:
Joint network for specular highlight detection and adversarial generation of specular-free images trained with polarimetric data. Neurocomputing 559: 126769 (2023) - [j71]Tewodros Weldebirhan Arega, Stéphanie Bricq, François Le Grand, Alexis Jacquier, Alain Lalande, Fabrice Mériaudeau:
Automatic uncertainty-based quality controlled T1 mapping and ECV analysis from native and post-contrast cardiac T1 mapping images using Bayesian vision transformer. Medical Image Anal. 86: 102773 (2023) - [j70]Zongwei Wu, Guillaume Allibert, Fabrice Mériaudeau, Chao Ma, Cédric Demonceaux:
HiDAnet: RGB-D Salient Object Detection via Hierarchical Depth Awareness. IEEE Trans. Image Process. 32: 2160-2173 (2023) - 2022
- [j69]Emna Rejaibi, Ali Komaty, Fabrice Mériaudeau, Said Agrebi, Alice Othmani:
MFCC-based Recurrent Neural Network for automatic clinical depression recognition and assessment from speech. Biomed. Signal Process. Control. 71(Part): 103107 (2022) - [j68]Cyprien Ruffino, Rachel Blin, Samia Ainouz, Gilles Gasso, Romain Hérault, Fabrice Mériaudeau, Stéphane Canu:
Physically-admissible polarimetric data augmentation for road-scene analysis. Comput. Vis. Image Underst. 222: 103495 (2022) - [j67]Abdul Qayyum, Alain Lalande, Fabrice Mériaudeau:
Effective multiscale deep learning model for COVID19 segmentation tasks: A further step towards helping radiologist. Neurocomputing 499: 63-80 (2022) - [j66]Alain Lalande, Zhihao Chen, Thibaut Pommier, Thomas Decourselle, Abdul Qayyum, Michel Salomon, Dominique Ginhac, Youssef Skandarani, Arnaud Boucher, Khawla Brahim, Marleen de Bruijne, Robin Camarasa, Teresa M. Correia, Xue Feng, Kibrom Berihu Girum, Anja Hennemuth, Markus Hüllebrand, Raabid Hussain, Matthias Ivantsits, Jun Ma, Craig H. Meyer, Rishabh Sharma, Jixi Shi, Nikolaos V. Tsekos, Marta Varela, Xiyue Wang, Sen Yang, Hannu Zhang, Yichi Zhang, Yuncheng Zhou, Xiahai Zhuang, Raphaël Couturier, Fabrice Mériaudeau:
Deep learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge. Medical Image Anal. 79: 102428 (2022) - [j65]Yifei Zhang, Olivier Morel, Ralph Seulin, Fabrice Mériaudeau, Désiré Sidibé:
A central multimodal fusion framework for outdoor scene image segmentation. Multim. Tools Appl. 81(9): 12047-12060 (2022) - [j64]Khawla Brahim, Tewodros Weldebirhan Arega, Arnaud Boucher, Stéphanie Bricq, Anis Sakly, Fabrice Mériaudeau:
An Improved 3D Deep Learning-Based Segmentation of Left Ventricular Myocardial Diseases from Delayed-Enhancement MRI with Inclusion and Classification Prior Information U-Net (ICPIU-Net). Sensors 22(6): 2084 (2022) - [j63]Atif Anwer, Samia Ainouz, Mohamad Naufal bin Mohamad Saad, Syed Saad Azhar Ali, Fabrice Mériaudeau:
SpecSeg Network for Specular Highlight Detection and Segmentation in Real-World Images. Sensors 22(17): 6552 (2022) - [j62]Ahmad Bukhari Aujih, Mohd Ibrahim Shapiai, Fabrice Mériaudeau, Tong Boon Tang:
EDR-Net: Lightweight Deep Neural Network Architecture for Detecting Referable Diabetic Retinopathy. IEEE Trans. Biomed. Circuits Syst. 16(3): 467-478 (2022) - [j61]Rachel Blin, Samia Ainouz, Stéphane Canu, Fabrice Mériaudeau:
The PolarLITIS Dataset: Road Scenes Under Fog. IEEE Trans. Intell. Transp. Syst. 23(8): 10753-10762 (2022) - 2021
- [j60]Zia Khan, Norashikin Yahya, Khaled Alsaih, Mohammed Isam Al-Hiyali, Fabrice Mériaudeau:
Recent Automatic Segmentation Algorithms of MRI Prostate Regions: A Review. IEEE Access 9: 97878-97905 (2021) - [j59]Samiksha Pachade, Prasanna Porwal, Dhanshree Thulkar, Manesh Kokare, Girish Deshmukh, Vivek Sahasrabuddhe, Luca Giancardo, Gwenolé Quellec, Fabrice Mériaudeau:
Retinal Fundus Multi-Disease Image Dataset (RFMiD): A Dataset for Multi-Disease Detection Research. Data 6(2): 14 (2021) - [j58]Yifei Zhang, Désiré Sidibé, Olivier Morel, Fabrice Mériaudeau:
Deep multimodal fusion for semantic image segmentation: A survey. Image Vis. Comput. 105: 104042 (2021) - [j57]Sumit Aole, Irraivan Elamvazuthi, Laxman M. Waghmare, Balasaheb M. Patre, Fabrice Mériaudeau:
Non-linear active disturbance rejection control for upper limb rehabilitation exoskeleton. J. Syst. Control. Eng. 235(5) (2021) - [j56]Samiksha Pachade, Prasanna Porwal, Manesh Kokare, Luca Giancardo, Fabrice Mériaudeau:
NENet: Nested EfficientNet and adversarial learning for joint optic disc and cup segmentation. Medical Image Anal. 74: 102253 (2021) - 2020
- [j55]Khaled Alsaih, Mohd Zuki Yusoff, Ibrahima Faye, Tong Boon Tang, Fabrice Mériaudeau:
Retinal Fluid Segmentation Using Ensembled 2-Dimensionally and 2.5-Dimensionally Deep Learning Networks. IEEE Access 8: 152452-152464 (2020) - [j54]Wei Chun Ung, Fabrice Mériaudeau, Masashi Kiguchi, Tong Boon Tang:
Functional Near-Infrared Spectroscopy Adaptive Cognitive Training System (FACTS) for Cognitive Underload and Overload Prevention: A Feasibility Study. IEEE Access 8: 172939-172950 (2020) - [j53]Abdul Qayyum, Alain Lalande, Fabrice Mériaudeau:
Automatic segmentation of tumors and affected organs in the abdomen using a 3D hybrid model for computed tomography imaging. Comput. Biol. Medicine 127: 104097 (2020) - [j52]Khaled Alsaih, Mohd Zuki Yusoff, Tong Boon Tang, Ibrahima Faye, Fabrice Mériaudeau:
Deep learning architectures analysis for age-related macular degeneration segmentation on optical coherence tomography scans. Comput. Methods Programs Biomed. 195: 105566 (2020) - [j51]Alain Lalande, Zhihao Chen, Thomas Decourselle, Abdul Qayyum, Thibaut Pommier, Luc Lorgis, Ezequiel de la Rosa, Alexandre Cochet, Yves Cottin, Dominique Ginhac, Michel Salomon, Raphaël Couturier, Fabrice Mériaudeau:
Emidec: A Database Usable for the Automatic Evaluation of Myocardial Infarction from Delayed-Enhancement Cardiac MRI. Data 5(4): 89 (2020) - [j50]Prasanna Porwal, Samiksha Pachade, Manesh Kokare, Girish Deshmukh, Jaemin Son, Woong Bae, Lihong Liu, Jianzong Wang, Xinhui Liu, Liangxin Gao, Tianbo Wu, Jing Xiao, Fengyan Wang, Baocai Yin, Yunzhi Wang, Gopichandh Danala, Linsheng He, Yoon Ho Choi, Fabrice Mériaudeau:
IDRiD: Diabetic Retinopathy - Segmentation and Grading Challenge. Medical Image Anal. 59 (2020) - [j49]Anastasia Pampouchidou, Matthew Pediaditis, Eleni Kazantzaki, Stelios Sfakianakis, I. A. Apostolaki, K. Argyraki, Dimitris Manousos, Fabrice Mériaudeau, Kostas Marias, F. Yang, Manolis Tsiknakis, Maria Basta, Alexandros N. Vgontzas, Panagiotis G. Simos:
Automated facial video-based recognition of depression and anxiety symptom severity: cross-corpus validation. Mach. Vis. Appl. 31(4): 30 (2020) - [j48]Zia Khan, Norashikin Yahya, Khaled Alsaih, Syed Saad Azhar Ali, Fabrice Mériaudeau:
Evaluation of Deep Neural Networks for Semantic Segmentation of Prostate in T2W MRI. Sensors 20(11): 3183 (2020) - [j47]Sumit Aole, Irraivan Elamvazuthi, Laxman M. Waghmare, Balasaheb M. Patre, Fabrice Mériaudeau:
Improved Active Disturbance Rejection Control for Trajectory Tracking Control of Lower Limb Robotic Rehabilitation Exoskeleton. Sensors 20(13): 3681 (2020) - 2019
- [j46]Fahad Usman, John Ojur Dennis, Abdelaziz Yousif Ahmed, Fabrice Mériaudeau, Olumide Bolarinwa Ayodele, Almur Abdelkreem Saeed Rabih:
A Review of Biosensors for Non-Invasive Diabetes Monitoring and Screening in Human Exhaled Breath. IEEE Access 7: 5963-5974 (2019) - [j45]Eri Prasetyo Wibowo, Aini Suri Talita, Mohammad Iqbal, Achmad Benny Mutiara, Cheng-Kai Lu, Fabrice Mériaudeau:
An Improved Calibration Technique for Polarization Images. IEEE Access 7: 28651-28662 (2019) - [j44]Oscar J. Perdomo, Hernán Rios, Francisco J. Rodríguez, Juan Sebastian Otálora Montenegro, Fabrice Mériaudeau, Henning Müller, Fabio A. González:
Classification of diabetes-related retinal diseases using a deep learning approach in optical coherence tomography. Comput. Methods Programs Biomed. 178: 181-189 (2019) - [j43]Fabrice Mériaudeau, Tong Boon Tang, Irraivan Elamvazuthi:
Special Section Guest Editorial: Advanced and Intelligent Vision Systems. J. Electronic Imaging 28(2): 021001 (2019) - [j42]Fahad Usman, John Ojur Dennis, Khe Cheng Seong, Abdelaziz Yousif Ahmed, Thomas L. Ferrell, Yap Wing Fen, Amir Reza Sadrolhosseini, Olumide Bolarinwa Ayodele, Fabrice Mériaudeau, Aminu Saidu:
Enhanced Sensitivity of Surface Plasmon Resonance Biosensor Functionalized with Doped Polyaniline Composites for the Detection of Low-Concentration Acetone Vapour. J. Sensors 2019: 5786105:1-5786105:13 (2019) - [j41]Anastasia Pampouchidou, Panagiotis G. Simos, Kostas Marias, Fabrice Mériaudeau, Fan Yang, Matthew Pediaditis, Manolis Tsiknakis:
Automatic Assessment of Depression Based on Visual Cues: A Systematic Review. IEEE Trans. Affect. Comput. 10(4): 445-470 (2019) - 2018
- [j40]Muhammad Muzammel, Mohd Zuki Yusoff, Fabrice Mériaudeau:
Event-Related Potential Responses of Motorcyclists Towards Rear End Collision Warning System. IEEE Access 6: 31609-31620 (2018) - [j39]Amjad Khan, Syed Saad Azhar Ali, Atif Anwer, Syed Hasan Adil, Fabrice Mériaudeau:
Subsea Pipeline Corrosion Estimation by Restoring and Enhancing Degraded Underwater Images. IEEE Access 6: 40585-40601 (2018) - [j38]Prasanna Porwal, Samiksha Pachade, Manesh Kokare, Luca Giancardo, Fabrice Mériaudeau:
Retinal image analysis for disease screening through local tetra patterns. Comput. Biol. Medicine 102: 200-210 (2018) - [j37]Prasanna Porwal, Samiksha Pachade, Ravi Kamble, Manesh Kokare, Girish Deshmukh, Vivek Sahasrabuddhe, Fabrice Mériaudeau:
Indian Diabetic Retinopathy Image Dataset (IDRiD): A Database for Diabetic Retinopathy Screening Research. Data 3(3): 25 (2018) - [j36]Satya M. Muddamsetty, Désiré Sidibé, Alain Trémeau, Fabrice Mériaudeau:
Salient objects detection in dynamic scenes using color and texture features. Multim. Tools Appl. 77(5): 5461-5474 (2018) - [j35]Seif Eddine Naffouti, Yohan D. Fougerolle, Ichraf Aouissaoui, Anis Sakly, Fabrice Mériaudeau:
Heuristic optimization-based wave kernel descriptor for deformable 3D shape matching and retrieval. Signal Image Video Process. 12(5): 915-923 (2018) - 2017
- [j34]Atif Anwer, Syed Saad Azhar Ali, Amjad Khan, Fabrice Mériaudeau:
Underwater 3-D Scene Reconstruction Using Kinect v2 Based on Physical Models for Refraction and Time of Flight Correction. IEEE Access 5: 15960-15970 (2017) - [j33]Mohamed Abul Hassan, Aamir Saeed Malik, David Fofi, Naufal M. Saad, Babak Karasfi, Yasir Salih Ali, Fabrice Mériaudeau:
Heart rate estimation using facial video: A review. Biomed. Signal Process. Control. 38: 346-360 (2017) - [j32]Ravi Kamble, Manesh Kokare, Girish Deshmukh, Fawnizu Azmadi Hussin, Fabrice Mériaudeau:
Localization of optic disc and fovea in retinal images using intensity based line scanning analysis. Comput. Biol. Medicine 87: 382-396 (2017) - [j31]Désiré Sidibé, Shrinivasan Sankar, Guillaume Lemaitre, Mojdeh Rastgoo, Joan Massich, Carol Yim-lui Cheung, Gavin Siew Wei Tan, Dan Milea, Ecosse Lamoureux, Tien Yin Wong, Fabrice Mériaudeau:
An anomaly detection approach for the identification of DME patients using spectral domain optical coherence tomography images. Comput. Methods Programs Biomed. 139: 109-117 (2017) - [j30]Anastasia Pampouchidou, Matthew Pediaditis, Anna Maridaki, Muhammad Awais, Calliope-Marina Vazakopoulou, Stelios Sfakianakis, Manolis Tsiknakis, Panagiotis G. Simos, Kostas Marias, Fan Yang, Fabrice Mériaudeau:
Quantitative comparison of motion history image variants for video-based depression assessment. EURASIP J. Image Video Process. 2017: 64 (2017) - [j29]Muhammad Muzammel, Mohd Zuki Yusoff, Fabrice Mériaudeau:
Rear-end vision-based collision detection system for motorcyclists. J. Electronic Imaging 26(3): 33002 (2017) - [j28]Mohamad Mazen Hittawe, Désiré Sidibé, Ouadi Beya, Fabrice Mériaudeau:
Machine vision for timber grading singularities detection and applications. J. Electronic Imaging 26(6): 63015 (2017) - [j27]Seif Eddine Naffouti, Yohan D. Fougerolle, Anis Sakly, Fabrice Mériaudeau:
An advanced global point signature for 3D shape recognition and retrieval. Signal Process. Image Commun. 58: 228-239 (2017) - 2016
- [j26]Vineet Nagrath, Olivier Morel, Aamir Saeed Malik, Mohammed Naufal bin Mohamad Saad, Fabrice Mériaudeau:
Peer to peer trade in HTM5 meta model for agent oriented cloud robotic systems. Peer-to-Peer Netw. Appl. 9(2): 328-343 (2016) - 2015
- [j25]Guillaume Lemaitre, Robert Marti, Jordi Freixenet, Joan Carles Vilanova, Paul Michael Walker, Fabrice Mériaudeau:
Computer-Aided Detection and diagnosis for prostate cancer based on mono and multi-parametric MRI: A review. Comput. Biol. Medicine 60: 8-31 (2015) - [j24]Désiré Sidibé, Ibrahim Sadek, Fabrice Mériaudeau:
Discrimination of retinal images containing bright lesions using sparse coded features and SVM. Comput. Biol. Medicine 62: 175-184 (2015) - [j23]Amir Fazlollahi, Fabrice Mériaudeau, Luca Giancardo, Victor L. Villemagne, Christopher Rowe, Paul A. Yates, Olivier Salvado, Pierrick Bourgeat:
Computer-aided detection of cerebral microbleeds in susceptibility-weighted imaging. Comput. Medical Imaging Graph. 46: 269-276 (2015) - [j22]Fabrice Mériaudeau, Amir Malik Saeed:
Special Section Guest Editorial: Special Section on Quality Control by Artificial Vision: Nonconventional Imaging Systems. J. Electronic Imaging 24(6): 061101 (2015) - [j21]Maher Assaad, Mousa S. Mohsen, Dominique Ginhac, Fabrice Mériaudeau:
A 3-Bit Pseudo Flash ADC Based Low-Power CMOS Interface Circuit Design for Optical Sensor. J. Low Power Electron. 11(1): 93-102 (2015) - [j20]Amir Fazlollahi, Pierrick Bourgeat, Xiaoyun Liang, Fabrice Mériaudeau, Alan Connelly, Olivier Salvado, Fernando Calamante:
Reproducibility of multiphase pseudo-continuous arterial spin labeling and the effect of post-processing analysis methods. NeuroImage 117: 191-201 (2015) - 2014
- [j19]Kedir M. Adal, Désiré Sidibé, Sharib Ali, Edward Chaum, Thomas P. Karnowski, Fabrice Mériaudeau:
Automated detection of microaneurysms using scale-adapted blob analysis and semi-supervised learning. Comput. Methods Programs Biomed. 114(1): 1-10 (2014) - 2013
- [j18]Sharib Ali, Desire Sidibé, Kedir M. Adal, Luca Giancardo, Edward Chaum, Thomas P. Karnowski, Fabrice Mériaudeau:
Statistical atlas based exudate segmentation. Comput. Medical Imaging Graph. 37(5-6): 358-368 (2013) - [j17]Soumya Ghose, Arnau Oliver, Jhimli Mitra, Robert Marti, Xavier Lladó, Jordi Freixenet, Desire Sidibé, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau:
A supervised learning framework of statistical shape and probability priors for automatic prostate segmentation in ultrasound images. Medical Image Anal. 17(6): 587-600 (2013) - 2012
- [j16]Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Carles Vilanova, Josep Comet-Batlle, Fabrice Mériaudeau:
Statistical shape and texture model of quadrature phase information for prostate segmentation. Int. J. Comput. Assist. Radiol. Surg. 7(1): 43-55 (2012) - [j15]Jhimli Mitra, Robert Marti, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Carles Vilanova, Fabrice Mériaudeau:
Prostate multimodality image registration based on B-splines and quadrature local energy. Int. J. Comput. Assist. Radiol. Surg. 7(3): 445-454 (2012) - [j14]Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Jordi Freixenet, Jhimli Mitra, Désiré Sidibé, Fabrice Mériaudeau:
A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images. Comput. Methods Programs Biomed. 108(1): 262-287 (2012) - [j13]Fabrice Mériaudeau, Rindra Rantoson, David Fofi, Christophe Stolz:
Review and comparison of non-conventional imaging systems for three-dimensional digitization of transparent objects. J. Electronic Imaging 21(2): 021105 (2012) - [j12]Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Yaqin Li, Seema Garg, Kenneth W. Tobin, Edward Chaum:
Exudate-based diabetic macular edema detection in fundus images using publicly available datasets. Medical Image Anal. 16(1): 216-226 (2012) - [j11]Jhimli Mitra, Zoltan Kato, Robert Marti, Arnau Oliver, Xavier Lladó, Desire Sidibé, Soumya Ghose, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau:
A spline-based non-linear diffeomorphism for multimodal prostate registration. Medical Image Anal. 16(6): 1259-1279 (2012) - [j10]Kai-Kai Shen, Jurgen Fripp, Fabrice Mériaudeau, Gaël Chételat, Olivier Salvado, Pierrick Bourgeat:
Detecting global and local hippocampal shape changes in Alzheimer's disease using statistical shape models. NeuroImage 59(3): 2155-2166 (2012) - 2011
- [j9]Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Kenneth W. Tobin, Enrico Grisan, Paolo Favaro, Alfredo Ruggeri, Edward Chaum:
Textureless Macula Swelling Detection With Multiple Retinal Fundus Images. IEEE Trans. Biomed. Eng. 58(3): 795-799 (2011) - 2010
- [j8]Fabrice Mériaudeau, L. A. Sanchez Secades, Gonen Eren, Aytül Erçil, Frédéric Truchetet, Olivier Aubreton, David Fofi:
3-D Scanning of Nonopaque Objects by Means of Imaging Emitted Structured Infrared Patterns. IEEE Trans. Instrum. Meas. 59(11): 2898-2906 (2010) - 2007
- [j7]Fabrice Mériaudeau:
Real time multispectral high temperature measurement: Application to control in the industry. Image Vis. Comput. 25(7): 1124-1133 (2007) - [j6]Olivier Laligant, Frédéric Truchetet, Fabrice Mériaudeau:
Regularization Preserving Localization of Close Edges. IEEE Signal Process. Lett. 14(3): 185-188 (2007) - 2006
- [j5]Johel Mitéran, Sebastien Bouillant, Michel Paindavoine, Fabrice Mériaudeau, Julien Dubois:
Real-time flaw detection on a complex object: comparison of results using classification with a support vector machine, boosting, and hyperrectangle-based method. J. Electronic Imaging 15(1): 013018 (2006) - 2004
- [j4]Kenneth W. Tobin, Fabrice Mériaudeau, Luciano da Fontoura Costa:
Guest Editorial: Special Section on Quality Control by Artificial Vision. J. Electronic Imaging 13(3): 409-410 (2004) - [j3]Pierrick Bourgeat, Fabrice Mériaudeau, Kenneth W. Tobin, Patrick Gorria:
Content based segmentation of patterned wafers. J. Electronic Imaging 13(3): 428-435 (2004) - 2002
- [j2]Luciano da Fontoura Costa, Fabrice Mériaudeau:
Editorial. EURASIP J. Adv. Signal Process. 2002(7): 647-648 (2002) - 2001
- [j1]Anne-Claire Legrand, Pierre Suzeau, Eric Renier, Frédéric Truchetet, Patrick Gorria, Fabrice Mériaudeau:
Machine vision systems in the metallurgy industry. J. Electronic Imaging 10(1): 274-282 (2001)
Conference and Workshop Papers
- 2024
- [c130]Syed Nouman Hasany, Fabrice Mériaudeau, Caroline Petitjean:
A Guided Tour of Post-hoc XAI Techniques in Image Segmentation. xAI (2) 2024: 155-177 - 2023
- [c129]Syed Nouman Hasany, Caroline Petitjean, Fabrice Mériaudeau:
Seg-XRes-CAM: Explaining Spatially Local Regions in Image Segmentation. CVPR Workshops 2023: 3733-3738 - [c128]Abdelhamed Mohamed, Fabrice Mériaudeau:
NesT UNet: pure transformer segmentation network with an application for automatic cardiac myocardial infarction evaluation. Computer-Aided Diagnosis 2023 - [c127]Anneke Annassia Putri Siswadi, Stéphanie Bricq, Fabrice Mériaudeau:
Multi-label ocular abnormalities detection with semantic dictionary learning. Computer-Aided Diagnosis 2023 - [c126]Syed Nouman Hasany, Caroline Petitjean, Fabrice Mériaudeau:
A study of attention information from transformer layers in hybrid medical image segmentation networks. Image Processing 2023 - [c125]Théo Sourget, Syed Nouman Hasany, Fabrice Mériaudeau, Caroline Petitjean:
Can SegFormer be a True Competitor to U-Net for Medical Image Segmentation? MIUA 2023: 111-118 - 2022
- [c124]Anneke Annassia Putri Siswadi, Stéphanie Bricq, Fabrice Mériaudeau:
Microaneurysms Detection in Color Fundus Image with Feature-based Background Suppression. ICPR 2022: 4594-4600 - [c123]Tewodros Weldebirhan Arega, Stéphanie Bricq, Fabrice Mériaudeau:
Using Polynomial Loss and Uncertainty Information for Robust Left Atrial and Scar Quantification and Segmentation. LAScarQS@MICCAI 2022: 133-144 - [c122]Tewodros Weldebirhan Arega, Stéphanie Bricq, Fabrice Mériaudeau:
Automatic Quality Assessment of Cardiac MR Images with Motion Artefacts Using Multi-task Learning and K-Space Motion Artefact Augmentation. STACOM@MICCAI 2022: 418-428 - [c121]Abdul Qayyum, Moona Mazher, Steven A. Niederer, Fabrice Mériaudeau, Imran Razzak:
Automatic Cardiac Magnetic Resonance Respiratory Motions Assessment and Segmentation. STACOM@MICCAI 2022: 485-493 - [c120]Rachel Blin, Samia Ainouz, Stéphane Canu, Fabrice Mériaudeau:
Road Scene Analysis: A Study of Polarimetric and Color-based Features under Various Adverse Weather Conditions. VISIGRAPP (4: VISAPP) 2022: 236-244 - 2021
- [c119]David A. Lewis, Marvin Nurit, Hermine Chatoux, Fabrice Mériaudeau, Alamin Mansouri:
An Automated Adaptive Focus Pipeline for Reflectance Transformation Imaging. 3D Imaging and Applications 2021: 1-7 - [c118]Rachel Blin, Samia Ainouz, Stéphane Canu, Fabrice Mériaudeau:
Multimodal Polarimetric And Color Fusion For Road Scene Analysis In Adverse Weather Conditions. ICIP 2021: 3338-3342 - [c117]Tewodros Weldebirhan Arega, Stéphanie Bricq, Fabrice Mériaudeau:
Leveraging Uncertainty Estimates to Improve Segmentation Performance in Cardiac MR. UNSURE/PIPPI@MICCAI 2021: 24-33 - [c116]Abdul Qayyum, Abdesslam Benzinou, Moona Mazher, Fabrice Mériaudeau:
Efficient Multi-model Vision Transformer Based on Feature Fusion for Classification of DFUC2021 Challenge. DFUC@MICCAI 2021: 62-75 - [c115]Tewodros Weldebirhan Arega, François Le Grand, Stéphanie Bricq, Fabrice Mériaudeau:
Using MRI-specific Data Augmentation to Enhance the Segmentation of Right Ventricle in Multi-disease, Multi-center and Multi-view Cardiac MRI. STACOM@MICCAI 2021: 250-258 - [c114]Yonglin Zhang, Haibin Wang, Yupeng Tai, Chao Li, Fabrice Mériaudeau:
A Machine Learning Label-Free Method for Underwater Acoustic OFDM Channel Estimations. WUWNet 2021: 20:1-20:5 - 2020
- [c113]Rachel Blin, Samia Ainouz, Stéphane Canu, Fabrice Mériaudeau:
A new multimodal RGB and polarimetric image dataset for road scenes analysis. CVPR Workshops 2020: 867-876 - [c112]Khaled Alsaih, Mohd Zuki Yusoff, Tong Boon Tang, Ibrahima Faye, Fabrice Mériaudeau:
Performance Evaluation Of Convolutions And Atrous Convolutions In Deep Networks For Retinal Disease Segmentation On Optical Coherence Tomography Volumes. EMBC 2020: 1863-1866 - [c111]Khaled Alsaih, Mohd Zuki Yusoff, T. B. Tang, Ibrahima Faye, Fabrice Mériaudeau:
Retinal Fluids Segmentation Using Volumetric Deep Neural Networks on Optical Coherence Tomography Scans. ICCSCE 2020: 68-72 - [c110]Yifei Zhang, Désiré Sidibé, Olivier Morel, Fabrice Mériaudeau:
Incorporating Depth Information into Few-Shot Semantic Segmentation. ICPR 2020: 3582-3588 - [c109]Khawla Brahim, Abdul Qayyum, Alain Lalande, Arnaud Boucher, Anis Sakly, Fabrice Mériaudeau:
A deep learning approach for the segmentation of myocardial diseases. ICPR 2020: 4544-4551 - [c108]Marc Blanchon, Désiré Sidibé, Olivier Morel, Ralph Seulin, Daniel Braun, Fabrice Mériaudeau:
P2D: a self-supervised method for depth estimation from polarimetry. ICPR 2020: 7357-7364 - [c107]Marc Blanchon, Olivier Morel, Fabrice Mériaudeau, Ralph Seulin, Désiré Sidibé:
Polarimetric image augmentation. ICPR 2020: 7365-7371 - [c106]Yifei Zhang, Désiré Sidibé, Olivier Morel, Fabrice Mériaudeau:
Multiscale Attention-Based Prototypical Network For Few-Shot Semantic Segmentation. ICPR 2020: 7372-7378 - [c105]Zia Khan, Norashikin Yahya, Khaled Alsaih, Fabrice Mériaudeau:
Segmentation of Prostate in MRI Images Using Depth Separable Convolution Operations. IHCI (1) 2020: 132-141 - [c104]Khawla Brahim, Abdul Qayyum, Alain Lalande, Arnaud Boucher, Anis Sakly, Fabrice Mériaudeau:
A 3D deep learning approach based on Shape Prior for automatic segmentation of myocardial diseases. IPTA 2020: 1-6 - [c103]Khawla Brahim, Abdul Qayyum, Alain Lalande, Arnaud Boucher, Anis Sakly, Fabrice Mériaudeau:
Efficient 3D Deep Learning for Myocardial Diseases Segmentation. M&Ms and EMIDEC/STACOM@MICCAI 2020: 359-368 - 2019
- [c102]Rachel Blin, Samia Ainouz, Stéphane Canu, Fabrice Mériaudeau:
Road scenes analysis in adverse weather conditions by polarization-encoded images and adapted deep learning. ITSC 2019: 27-32 - 2018
- [c101]Genevieve C. Y. Chan, Ravi Kamble, Henning Müller, Syed A. A. Shah, Tong Boon Tang, Fabrice Mériaudeau:
Fusing Results of Several Deep Learning Architectures for Automatic Classification of Normal and Diabetic Macular Edema in Optical Coherence Tomography. EMBC 2018: 670-673 - [c100]Wei Chun Ung, Fabrice Mériaudeau, Tong Boon Tang:
Optimizing Mental Workload by Functional Near-Infrared Spectroscopy Based Dynamic Difficulty Adjustment. EMBC 2018: 1522-1525 - [c99]Fabrice Mériaudeau:
Machine Learning and Deep Learning approaches for Retinal Disease Diagnosis. ICCSCI 2018: 2 - [c98]Wang Fan, Samia Ainouz, Fabrice Mériaudeau, Abdelaziz Bensrhair:
Polarization-Based Car Detection. ICIP 2018: 3069-3073 - [c97]Oscar J. Perdomo, Sebastian Otálora, Fabio A. González, Fabrice Mériaudeau, Henning Müller:
OCT-NET: A convolutional network for automatic classification of normal and diabetic macular edema using sd-oct volumes. ISBI 2018: 1423-1426 - [c96]Oscar J. Perdomo, Vincent Andrearczyk, Fabrice Mériaudeau, Henning Müller, Fabio A. González:
Glaucoma Diagnosis from Eye Fundus Images Based on Deep Morphometric Feature Estimation. COMPAY/OMIA@MICCAI 2018: 319-327 - 2017
- [c95]Anastasia Pampouchidou, Olympia Simantiraki, Calliope-Marina Vazakopoulou, Charikleia Chatzaki, Matthew Pediaditis, Anna Maridaki, Kostas Marias, Panagiotis G. Simos, Fan Yang, Fabrice Mériaudeau, Manolis Tsiknakis:
Facial geometry and speech analysis for depression detection. EMBC 2017: 1433-1436 - [c94]Mohamed Abul Hassan, Aamir Saeed Malik, Naufal M. Saad, David Fofi, Fabrice Mériaudeau:
Effect of motion artifact on digital camera based heart rate measurement. EMBC 2017: 2851-2854 - [c93]Guillaume Lemaitre, Robert Marti, Mojdeh Rastgoo, Fabrice Mériaudeau:
Computer-aided detection for prostate cancer detection based on multi-parametric magnetic resonance imaging. EMBC 2017: 3138-3141 - [c92]Wei Chun Ung, Tong Boon Tang, Fabrice Mériaudeau, E. G. M. Ebenezer:
Dynamic optimization of mental workload in fNIRS-BCI system for cognitive rehabilitation. ICSIPA 2017: 320-323 - [c91]Syed Jamal Safdar Gardezi, Muhammad Awais, Ibrahima Faye, Fabrice Mériaudeau:
Mammogram classification using deep learning features. ICSIPA 2017: 485-488 - [c90]Muhammad Awais, Henning Müller, Tong Boon Tang, Fabrice Mériaudeau:
Classification of SD-OCT images using a Deep learning approach. ICSIPA 2017: 489-492 - [c89]Genevieve C. Y. Chan, Muhammad Awais, Syed A. A. Shah, Tong Boon Tang, Cheng-Kai Lu, Fabrice Mériaudeau:
Transfer learning for Diabetic Macular Edema (DME) detection on Optical Coherence Tomography (OCT) images. ICSIPA 2017: 493-496 - [c88]Rahul Hooda, Sanjeev Sofat, Simranpreet Kaur, Ajay Mittal, Fabrice Mériaudeau:
Deep-learning: A potential method for tuberculosis detection using chest radiography. ICSIPA 2017: 497-502 - [c87]Atif Anwer, Syed Saad Azhar Ali, Amjad Khan, Fabrice Mériaudeau:
Underwater 3D scanning using Kinect v2 time of flight camera. QCAV 2017: 103380C - [c86]Muhammad Muzammel, Mohd Zuki Yusoff, Aamir Saeed Malik, M. Naufal Mohamad Saad, Fabrice Mériaudeau:
Studying the response of drivers against different collision warning systems: a review. QCAV 2017: 1033816 - [c85]Muhammad Muzammel, Mohd Zuki Yusoff, Aamir Saeed Malik, M. Naufal Mohamad Saad, Fabrice Mériaudeau:
Motorcyclists safety system to avoid rear end collisions based on acoustic signatures. QCAV 2017: 1033818 - 2016
- [c84]Mojdeh Rastgoo, Guillaume Lemaitre, Joan Massich, Olivier Morel, Franck Marzani, Rafael García, Fabrice Mériaudeau:
Tackling the Problem of Data Imbalancing for Melanoma Classification. BIOIMAGING 2016: 32-39 - [c83]Khaled Alsaih, Guillaume Lemaitre, Joan Massich Vall, Mojdeh Rastgoo, Désiré Sidibé, Tien Yin Wong, Ecosse Lamoureux, Dan Milea, Carol Yim-lui Cheung, Fabrice Mériaudeau:
Classification of SD-OCT volumes with multi pyramids, LBP and HOG descriptors: Application to DME detections. EMBC 2016: 1344-1347 - [c82]Anastasia Pampouchidou, Kostas Marias, Manolis Tsiknakis, Panagiotis G. Simos, Fan Yang, Guillaume Lemaitre, Fabrice Mériaudeau:
Video-based depression detection using local Curvelet binary patterns in pairwise orthogonal planes. EMBC 2016: 3835-3838 - [c81]Joan Massich, Mojdeh Rastgoo, Guillaume Lemaitre, Carol Yim-lui Cheung, Tien Yin Wong, Desire Sidibé, Fabrice Mériaudeau:
Classifying DME vs normal SD-OCT volumes: A review. ICPR 2016: 1297-1302 - [c80]Desire Sidibé, Mojdeh Rastgoo, Fabrice Mériaudeau:
On spatio-temporal saliency detection in videos using multilinear PCA. ICPR 2016: 1876-1880 - [c79]Mojdeh Rastgoo, Guillaume Lemaitre, Olivier Morel, Joan Massich, Rafael García, Fabrice Mériaudeau, Franck Marzani, Désiré Sidibé:
Classification of melanoma lesions using sparse coded features and random forests. Computer-Aided Diagnosis 2016: 97850C - [c78]S. Sankar, Désiré Sidibé, Y. Cheung, Tien Yin Wong, Ecosse Lamoureux, Dan Milea, Fabrice Mériaudeau:
Classification of SD-OCT volumes for DME detection: an anomaly detection approach. Computer-Aided Diagnosis 2016: 97852O - [c77]Guillaume Lemaître, Mojdeh Rastgoo, Joan Massich, Joan Carles Vilanova, Paul Michael Walker, Jordi Freixenet, Anke Meyer-Baese, Fabrice Mériaudeau, Robert Martí:
Normalization of T2W-MRI prostate images using Rician a priori. Computer-Aided Diagnosis 2016: 978529 - [c76]Anastasia Pampouchidou, Olympia Simantiraki, Amir Fazlollahi, Matthew Pediaditis, Dimitris Manousos, Alexandros Roniotis, Giorgos A. Giannakakis, Fabrice Mériaudeau, Panagiotis G. Simos, Kostas Marias, Fan Yang, Manolis Tsiknakis:
Depression Assessment by Fusing High and Low Level Features from Audio, Video, and Text. AVEC@ACM Multimedia 2016: 27-34 - [c75]Anastasia Pampouchidou, Eleni Kazantzaki, Ioannis Karatzanis, Kostas Marias, Manolis Tsiknakis, Fabrice Mériaudeau, Fan Yang, Panagiotis G. Simos:
Preliminary Evaluation of a Web-Oriented Assessment Tool for Emotion Recognition. pHealth 2016: 95-100 - 2015
- [c74]Aamir Shahzad, Chai Meei Tyng, Naufal Mohamad Saad, Nicolas Walter, Aamir Saeed Malik, Fabrice Mériaudeau:
Subcutaneous veins depth estimation method using Monte Carlo simulations. I2MTC 2015: 376-380 - [c73]Mohamad Mazen Hittawe, Satya M. Muddamsetty, Desire Sidibé, Fabrice Mériaudeau:
Multiple features extraction for timber defects detection and classification using SVM. ICIP 2015: 427-431 - [c72]Anastasia Pampouchidou, Kostas Marias, Manolis Tsiknakis, Panagiotis G. Simos, Fan Yang, Fabrice Mériaudeau:
Designing a framework for assisting depression severity assessment from facial image analysis. ICSIPA 2015: 578-583 - [c71]Fabrice Mériaudeau:
Keynote speech 3: Computer aided diagnosis for retina related diseases. ICSIPA 2015: xiv - [c70]Ibrahim Sadek, Desire Sidibé, Fabrice Mériaudeau:
Automatic discrimination of color retinal images using the bag of words approach. Computer-Aided Diagnosis 2015: 94141J - [c69]Mohamad Mazen Hittawe, Desire Sidibé, Fabrice Mériaudeau:
Bag of words representation and SVM classifier for timber knots detection on color images. MVA 2015: 287-290 - [c68]Ouadi Beya, Mohamad Mazen Hittawe, Desire Sidibé, Fabrice Mériaudeau:
Automatic Detection and Tracking of Animal Sperm Cells in Microscopy Images. SITIS 2015: 155-159 - 2014
- [c67]Yasir Salih, Aamir Saeed Malik, Desire Sidibé, Mohammed Talal Simsim, Naufal M. Saad, Fabrice Mériaudeau:
Compressed VFH descriptor for 3D object classification. 3DTV-Conference 2014: 1-4 - [c66]Darshan Venkatrayappa, Désiré Sidibé, Fabrice Mériaudeau, Philippe Montesinos:
Adaptive Feature Selection for Object Tracking with Particle Filter. ICIAR (2) 2014: 395-402 - [c65]Satya M. Muddamsetty, Desire Sidibé, Alain Trémeau, Fabrice Mériaudeau:
Spatio-temporal Saliency Detection in Dynamic Scenes Using Local Binary Patterns. ICPR 2014: 2353-2358 - [c64]Amir Fazlollahi, Fabrice Mériaudeau, Victor Villemagne, Christopher Rowe, Paul A. Yates, Olivier Salvado, Pierrick Bourgeat:
Efficient machine learning framework for computer-aided detection of cerebral microbleeds using the Radon transform. ISBI 2014: 113-116 - [c63]Joan Massich, Fabrice Mériaudeau, Melcior Sentís, Sergi Ganau, Elsa Pérez, Domenec Puig, Robert Marti, Arnau Oliver, Joan Martí:
SIFT Texture Description for Understanding Breast Ultrasound Images. Digital Mammography / IWDM 2014: 681-688 - 2013
- [c62]Yasir Salih, Aamir Saeed Malik, Nicolas Walter, Desire Sidibé, Naufal M. Saad, Fabrice Mériaudeau:
Noise Robustness Analysis of Point Cloud Descriptors. ACIVS 2013: 68-79 - [c61]Luca Giancardo, Thomas P. Karnowski, Kenneth W. Tobin, Fabrice Mériaudeau, Edward Chaum:
Validation of microaneurysm-based diabetic retinopathy screening across retina fundus datasets. CBMS 2013: 125-130 - [c60]Amir Fazlollahi, Fabrice Mériaudeau, Victor Villemagne, Christopher Rowe, Patricia M. Desmond, Paul A. Yates, Olivier Salvado, Pierrick Bourgeat:
Automatic detection of small spherical lesions using multiscale approach in 3D medical images. ICIP 2013: 1158-1162 - [c59]A. Shahzad, Nicolas Walter, Aamir Saeed Malik, Naufal M. Saad, Fabrice Mériaudeau:
Multispectral venous images analysis for optimum illumination selection. ICIP 2013: 2383-2387 - [c58]Satya M. Muddamsetty, Desire Sidibé, Alain Trémeau, Fabrice Mériaudeau:
A performance evaluation of fusion techniques for spatio-temporal saliency detection in dynamic scenes. ICIP 2013: 3924-3928 - [c57]Patrycia Klavdianos, Alamin Mansouri, Fabrice Mériaudeau:
Gestalt-inspired features extraction for object category recognition. ICIP 2013: 4330-4334 - [c56]Sharib Ali, Kedir M. Adal, Desire Sidibé, Thomas P. Karnowski, Edward Chaum, Fabrice Mériaudeau:
Exudate segmentation on retinal atlas space. ISPA 2013: 700-704 - [c55]Kedir M. Adal, Sharib Ali, Désiré Sidibé, Thomas P. Karnowski, Edward Chaum, Fabrice Mériaudeau:
Automated detection of microaneurysms using robust blob descriptors. Computer-Aided Diagnosis 2013: 86700N - [c54]Sharib Ali, Kedir M. Adal, Désiré Sidibé, Edward Chaum, Thomas P. Karnowski, Fabrice Mériaudeau:
Steerable wavelet transform for atlas based retinal lesion segmentation. Image Processing 2013: 86693D - 2012
- [c53]Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Desire Sidibé, Fabrice Mériaudeau:
A Supervised Learning Framework for Automatic Prostate Segmentation in Trans Rectal Ultrasound Images. ACIVS 2012: 190-200 - [c52]Adhiguna Mahendra, Christophe Stolz, Fabrice Mériaudeau, Sébastien Petit, Alexandre Noel, Fabien Degoutin:
Automated inspection of tubular material based on magnetic particle inspection. Image Processing: Machine Vision Applications 2012: 830007 - [c51]Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Désiré Sidibé, Fabrice Mériaudeau:
Spectral clustering of shape and probability prior models for automatic prostate segmentation. EMBC 2012: 2335-2338 - [c50]Jhimli Mitra, Soumya Ghose, Désiré Sidibé, Robert Marti, Arnau Oliver, Xavier Lladó, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau:
Joint probability of shape and image similarities to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. EMBC 2012: 5416-5419 - [c49]Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Desire Sidibé, Fabrice Mériaudeau:
A coupled schema of probabilistic atlas and statistical shape and appearance model for 3D prostate segmentation in MR images. ICIP 2012: 541-544 - [c48]Jhimli Mitra, Soumya Ghose, Desire Sidibé, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau:
Weighted likelihood function of multiple statistical parameters to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. ICIP 2012: 2949-2952 - [c47]Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Desire Sidibé, Fabrice Mériaudeau:
A Mumford-Shah functional based variational model with contour, shape, and probability prior information for prostate segmentation. ICPR 2012: 121-124 - [c46]Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Desire Sidibé, Fabrice Mériaudeau:
Graph cut energy minimization in a probabilistic learning framework for 3D prostate segmentation in MRI. ICPR 2012: 125-128 - [c45]Abhilash Srikantha, Desire Sidibé, Fabrice Mériaudeau:
An SVD-based approach for ghost detection and removal in high dynamic range images. ICPR 2012: 380-383 - [c44]Jhimli Mitra, Zoltan Kato, Soumya Ghose, Desire Sidibé, Robert Marti, Xavier Lladó, Arnau Oliver, Joan Carles Vilanova, Fabrice Mériaudeau:
Spectral clustering to model deformations for fast multimodal prostate registration. ICPR 2012: 2622-2625 - [c43]Joan Massich, Fabrice Mériaudeau, Melcior Sentís, Sergi Ganau, Elsa Pérez, Robert Marti, Arnau Oliver, Joan Martí:
Automatic Seed Placement for Breast Lesion Segmentation on US Images. Digital Mammography / IWDM 2012: 308-315 - [c42]Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Carles Vilanova, Fabrice Mériaudeau:
A hybrid framework of multiple active appearance models and global registration for 3D prostate segmentation in MRI. Image Processing 2012: 83140S - [c41]Kai-Kai Shen, Pierrick Bourgeat, Jurgen Fripp, Fabrice Mériaudeau, Olivier Salvado:
Consistent estimation of shape parameters in statistical shape model by symmetric EM algorithm. Image Processing 2012: 83140R - [c40]Jhimli Mitra, Abhilash Srikantha, Désiré Sidibé, Robert Marti, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau:
A shape-based statistical method to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. Image Processing 2012: 83143M - 2011
- [c39]Jhimli Mitra, Zoltan Kato, Robert Marti, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Carles Vilanova, Fabrice Mériaudeau:
A Non-Linear Diffeomorphic Framework for Prostate Multimodal Registration. DICTA 2011: 31-36 - [c38]Amir Fazlollahi, Nicholas D. H. Dowson, Fabrice Mériaudeau, Stephen E. Rose, Michael Fay, Paul Thomas, Zeike A. Taylor, Yaniv Gal, Alan Coulthard, Craig D. Winter, David MacFarlane, Olivier Salvado, Stuart Crozier, Pierrick Bourgeat:
Automatic Brain Tumour Segmentation in 18F-FDOPA PET Using PET/MRI Fusion. DICTA 2011: 325-329 - [c37]Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau:
Statistical Shape and Probability Prior Model for Automatic Prostate Segmentation. DICTA 2011: 340-345 - [c36]Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Yaqin Li, Kenneth W. Tobin, Edward Chaum:
Microaneurysm detection with radon transform-based classification on retina images. EMBC 2011: 5939-5942 - [c35]Luca Giancardo, Fabrice Mériaudeau, Thomas P. Kamowski, Yaqin Li, Kenneth W. Tobin, Edward Chaum:
Automatic quality enhancement and nerve fibre layer artefacts removal in retina fundus images by off axis imaging. ICIP 2011: 49-52 - [c34]Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Fabrice Mériaudeau:
A probabilistic framework for automatic prostate segmentation with a statistical model of shape and appearance. ICIP 2011: 713-716 - [c33]Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Yaqin Li, Kenneth W. Tobin, Edward Chaum:
Automatic retina exudates segmentation without a manually labelled training set. ISBI 2011: 1396-1400 - [c32]Kai-Kai Shen, Pierrick Bourgeat, Nicholas D. H. Dowson, Fabrice Mériaudeau, Olivier Salvado:
Atlas selection strategy using least angle regression in multi-atlas segmentation propagation. ISBI 2011: 1746-1749 - [c31]Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau:
Multiple Mean Models of Statistical Shape and Probability Priors for Automatic Prostate Segmentation. Prostate Cancer Imaging 2011: 35-46 - [c30]Jhimli Mitra, Robert Marti, Arnau Oliver, Xavier Lladó, Joan Carles Vilanova, Fabrice Mériaudeau:
A comparison of thin-plate splines with automatic correspondences and B-splines with uniform grids for multimodal prostate registration. Image-Guided Procedures 2011: 79642T - [c29]Kai-Kai Shen, Pierrick Bourgeat, Fabrice Mériaudeau, Olivier Salvado:
Atlas selection strategy in multi-atlas segmentation propagation with locally weighted voting using diversity-based MMR re-ranking. Image Processing 2011: 79621B - [c28]Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Fabrice Mériaudeau:
Prostate segmentation with local binary patterns guided active appearance models. Image Processing 2011: 796218 - [c27]Kai-Kai Shen, Pierrick Bourgeat, Jurgen Fripp, Fabrice Mériaudeau, Olivier Salvado:
Detecting hippocampal shape changes in Alzheimer's disease using statistical shape models. Image Processing 2011: 796243 - 2010
- [c26]Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Fabrice Mériaudeau:
Multimodal Prostate Registration Using Thin-Plate Splines from Automatic Correspondences. DICTA 2010: 587-592 - [c25]Desire Sidibé, David Fofi, Fabrice Mériaudeau:
Using visual saliency for object tracking with particle filters. EUSIPCO 2010: 1776-1780 - [c24]Rindra Rantoson, Christophe Stolz, David Fofi, Fabrice Mériaudeau:
3D reconstruction of transparent objects exploiting surface fluorescence caused by UV irradiation. ICIP 2010: 2965-2968 - [c23]Rindra Rantoson, Christophe Stolz, David Fofi, Fabrice Mériaudeau:
Non Contact 3D Measurement Scheme for Transparent Objects Using UV Structured light. ICPR 2010: 1646-1649 - [c22]Joan Massich, Fabrice Mériaudeau, Elsa Pérez, Robert Marti, Arnau Oliver, Joan Martí:
Lesion Segmentation in Breast Sonography. Digital Mammography / IWDM 2010: 39-45 - [c21]Kai-Kai Shen, Pierrick Bourgeat, Jurgen Fripp, Fabrice Mériaudeau, David Ames, Kathryn A. Ellis, Colin L. Masters, Victor L. Villemagne, Christopher C. Rowe, Olivier Salvado:
Supervised method to build an atlas database for multi-atlas segmentation-propagation. Computer-Aided Diagnosis 2010: 76241N - [c20]Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Fabrice Mériaudeau:
Texture Guided Active Appearance Model Propagation for Prostate Segmentation. Prostate Cancer Imaging 2010: 111-120 - [c19]Kelvin K. Leung, Kai-Kai Shen, Josephine Barnes, Gerard R. Ridgway, Matthew J. Clarkson, Jurgen Fripp, Olivier Salvado, Fabrice Mériaudeau, Nick C. Fox, Pierrick Bourgeat:
Increasing Power to Predict Mild Cognitive Impairment Conversion to Alzheimer's Disease Using Hippocampal Atrophy Rate and Statistical Shape Models. MICCAI (2) 2010: 125-132 - [c18]Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Kenneth W. Tobin, Yaqin Li, Edward Chaum:
Microaneurysms detection with the radon cliff operator in retinal fundus images. Image Processing 2010: 76230U - [c17]Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Fabrice Mériaudeau:
A Thin-Plate Spline Based Multimodal Prostate Registration with Optimal Correspondences. SITIS 2010: 7-11 - [c16]Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Fabrice Mériaudeau:
Prostate Segmentation with Texture Enhanced Active Appearance Model. SITIS 2010: 18-22 - [c15]Prasetiyo, Marzuki Khalid, Rubiyah Yusof, Fabrice Mériaudeau:
A Comparative Study of Feature Extraction Methods for Wood Texture Classification. SITIS 2010: 23-29 - 2009
- [c14]Gonen Eren, Olivier Aubreton, Fabrice Mériaudeau, L. A. Sanchez Secades, David Fofi, Ahmet Teoman Naskali, Frédéric Truchetet, Aytül Erçil:
A 3D Scanner for Transparent Glass. ICIAP 2009: 519-527 - [c13]Fabrice Mériaudeau, Vincent C. Paquit, Nicolas Walter, Jeffery R. Price, Kenneth W. Tobin:
3D and multispectral imaging for subcutaneous veins detection. ICIP 2009: 2857-2860 - 2008
- [c12]Samia Ainouz, Jihad Zallat, Fabrice Mériaudeau:
Noise estimation of polarization-encoded images by Peano-Hilbert fractal path. EUSIPCO 2008: 1-5 - [c11]Vincent C. Paquit, Jeffery R. Price, Fabrice Mériaudeau, Kenneth W. Tobin:
Improving light propagation Monte Carlo simulations with accurate 3D modeling of skin tissue. ICIP 2008: 2976-2979 - [c10]Samia Ainouz, Olivier Morel, Fabrice Mériaudeau:
Geometric-Based Segmentation of Polarization-Encoded Images. SITIS 2008: 375-381 - [c9]Mathias Ferraton, Christophe Stolz, Fabrice Mériaudeau:
Surface Reconstruction of Transparent Objects by Polarization Imaging. SITIS 2008: 474-479 - 2007
- [c8]Magali Lemaitre, Olivier Laligant, Jacques Blanc-Talon, Fabrice Mériaudeau:
Atmospheric Turbulence Effects Removal on Infrared Sequences Degraded by Local Isoplanatism. IbPRIA (2) 2007: 274-281 - [c7]Vincent C. Paquit, Jeffery R. Price, Fabrice Mériaudeau, Kenneth W. Tobin, Thomas L. Ferrell:
Combining near-infrared illuminants to optimize venous imaging. Image-Guided Procedures 2007: 65090H - 2006
- [c6]Vincent C. Paquit, Jeffery R. Price, Ralph Seulin, Fabrice Mériaudeau, Rubye H. Farahi, Kenneth W. Tobin, Thomas L. Ferrell:
Near-infrared imaging and structured light ranging for automatic catheter insertion. Image-Guided Procedures 2006: 61411T - 2005
- [c5]Magali Lemaitre, Fabrice Mériaudeau, Olivier Laligant, Jacques Blanc-Talon:
Restoration of Images with Atmospheric Perturbation Simulation. DICTA 2005: 18 - [c4]Pierrick Bourgeat, Fabrice Mériaudeau:
Classifier vote and Gabor filter banks for wafer segmentation. ICIP (1) 2005: 369-372 - [c3]Magali Lemaitre, Fabrice Mériaudeau, Olivier Laligant, Jacques Blanc-Talon:
Distant horizontal ground observation: atmospheric perturbation simulation and image restoration. SITIS 2005: 77-84 - 2004
- [c2]Pierrick Bourgeat, Fabrice Mériaudeau, Patrick Gorria, Kenneth W. Tobin, Frédéric Truchetet:
Features extraction on complex images. ICIP 2004: 219-222 - 2000
- [c1]Anne-Claire Legrand, Patrick Gorria, Fabrice Mériaudeau:
Active infrared nondestructive testing for glue occlusion detection in plastic cap. KES 2000: 381-384
Data and Artifacts
- 2021
- [d2]Samiksha Pachade, Prasanna Porwal, Dhanshree Thulkar, Manesh Kokare, Girish Deshmukh, Vivek Sahasrabuddhe, Luca Giancardo, Gwenolé Quellec, Fabrice Mériaudeau:
Retinal Fundus Multi-disease Image Dataset (RFMiD). IEEE DataPort, 2021
- 2019
- [d1]Prasanna Porwal, Samiksha Pachade, Ravi Kamble, Manesh Kokare, Girish Deshmukh, Vivek Sahasrabuddhe, Fabrice Mériaudeau:
Indian Diabetic Retinopathy Image Dataset (IDRiD). IEEE DataPort, 2019
Informal and Other Publications
- 2024
- [i11]Syed Nouman Hasany, Fabrice Mériaudeau, Caroline Petitjean:
MiSuRe is all you need to explain your image segmentation. CoRR abs/2406.12173 (2024) - 2023
- [i10]Zongwei Wu, Guillaume Allibert, Fabrice Mériaudeau, Chao Ma, Cédric Demonceaux:
HiDAnet: RGB-D Salient Object Detection via Hierarchical Depth Awareness. CoRR abs/2301.07405 (2023) - 2022
- [i9]Cyprien Ruffino, Rachel Blin, Samia Ainouz, Gilles Gasso, Romain Hérault, Fabrice Mériaudeau, Stéphane Canu:
Physically-admissible polarimetric data augmentation for road-scene analysis. CoRR abs/2206.07431 (2022) - [i8]Sophia Bano, Alessandro Casella, Francisco Vasconcelos, Abdul Qayyum, Abdesslam Benzinou, Moona Mazher, Fabrice Mériaudeau, Chiara Lena, Ilaria Anita Cintorrino, Gaia Romana De Paolis, Jessica Biagioli, Daria Grechishnikova, Jing Jiao, Bizhe Bai, Yanyan Qiao, Binod Bhattarai, Rebati Raman Gaire, Ronast Subedi, Eduard Vazquez, Szymon Plotka, Aneta Lisowska, Arkadiusz Sitek, George Attilakos, Ruwan Wimalasundera, Anna L. David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S. Mattos, Sara Moccia, Danail Stoyanov:
FetReg2021: A Challenge on Placental Vessel Segmentation and Registration in Fetoscopy. CoRR abs/2206.12512 (2022) - 2021
- [i7]Marc Blanchon, Désiré Sidibé, Olivier Morel, Ralph Seulin, Fabrice Mériaudeau:
Towards urban scenes understanding through polarization cues. CoRR abs/2106.01717 (2021) - [i6]Alain Lalande, Zhihao Chen, Thibaut Pommier, Thomas Decourselle, Abdul Qayyum, Michel Salomon, Dominique Ginhac, Youssef Skandarani, Arnaud Boucher, Khawla Brahim, Marleen de Bruijne, Robin Camarasa, Teresa M. Correia, Xue Feng, Kibrom Berihu Girum, Anja Hennemuth, Markus Hüllebrand, Raabid Hussain, Matthias Ivantsits, Jun Ma, Craig H. Meyer, Rishabh Sharma, Jixi Shi, Nikolaos V. Tsekos, Marta Varela, Xiyue Wang, Sen Yang, Hannu Zhang, Yichi Zhang, Yuncheng Zhou, Xiahai Zhuang, Raphaël Couturier, Fabrice Mériaudeau:
Deep Learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge. CoRR abs/2108.04016 (2021) - 2020
- [i5]Marc Blanchon, Olivier Morel, Fabrice Mériaudeau, Ralph Seulin, Désiré Sidibé:
Polarimetric image augmentation. CoRR abs/2005.11044 (2020) - [i4]Abdul Qayyum, Alain Lalande, Thomas Decourselle, Thibaut Pommier, Alexandre Cochet, Fabrice Mériaudeau:
Segmentation of the Myocardium on Late-Gadolinium Enhanced MRI based on 2.5 D Residual Squeeze and Excitation Deep Learning Model. CoRR abs/2005.13643 (2020) - [i3]Marc Blanchon, Désiré Sidibé, Olivier Morel, Ralph Seulin, Daniel Braun, Fabrice Mériaudeau:
P2D: a self-supervised method for depth estimation from polarimetry. CoRR abs/2007.07567 (2020) - 2019
- [i2]Emna Rejaibi, Ali Komaty, Fabrice Mériaudeau, Said Agrebi, Alice Othmani:
MFCC-based Recurrent Neural Network for Automatic Clinical Depression Recognition and Assessment from Speech. CoRR abs/1909.07208 (2019) - [i1]Rachel Blin, Samia Ainouz, Stéphane Canu, Fabrice Mériaudeau:
Road scenes analysis in adverse weather conditions by polarization-encoded images and adapted deep learning. CoRR abs/1910.04870 (2019)
Coauthor Index
Josep Comet
aka: Josep Comet-Batlle
aka: Josep Comet-Batlle
Robert Martí
aka: Robert Marti
aka: Robert Marti
Naufal M. Saad
aka: Mohamad Naufal bin Mohamad Saad
aka: Mohammed Naufal bin Mohamad Saad
aka: M. Naufal Mohamad Saad
aka: Naufal Mohamad Saad
aka: Mohamad Naufal bin Mohamad Saad
aka: Mohammed Naufal bin Mohamad Saad
aka: M. Naufal Mohamad Saad
aka: Naufal Mohamad Saad
Desire Sidibé
aka: Désiré Sidibé
aka: Désiré Sidibé
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