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ORCIDFabrice Mériaudeau
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- affiliation: University of Burgundy, Le2I Laboratory
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2020 – today
- 2022
[j63]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)- [j62]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) - [j61]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 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) - [j60]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) - [j59]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) - [j58]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) - [c116]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 - [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
- [j57]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) - [d3]Samiksha Pachade, Prasanna Porwal, Dhanshree Thulkar, Manesh Kokare, Girish Deshmukh, Vivek Sahasrabuddhe, Luca Giancardo, Gwénolé Quellec, Fabrice Mériaudeau:
Retinal Fundus Multi-Disease Image Dataset (RFMiD): A Dataset for Multi-Disease Detection Research. Data 6(2): 14 (2021) - [j56]Yifei Zhang, Désiré Sidibé, Olivier Morel, Fabrice Mériaudeau:
Deep multimodal fusion for semantic image segmentation: A survey. Image Vis. Comput. 105: 104042 (2021) - [j55]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) - [j54]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) - [c115]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 - [c114]Tewodros Weldebirhan Arega, Stéphanie Bricq, Fabrice Mériaudeau:
Leveraging Uncertainty Estimates to Improve Segmentation Performance in Cardiac MR. UNSURE/PIPPI@MICCAI 2021: 24-33 - [c113]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 - [c112]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 - [c111]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 - [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 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
- [j53]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) - [j52]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) - [j51]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) - [j50]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) - [d2]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) - [j49]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) - [j48]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) - [j47]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) - [j46]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) - [c110]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 - [c109]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 - [c108]Yifei Zhang, Désiré Sidibé, Olivier Morel, Fabrice Mériaudeau:
Incorporating Depth Information into Few-Shot Semantic Segmentation. ICPR 2020: 3582-3588 - [c107]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 - [c106]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 - [c105]Marc Blanchon, Olivier Morel, Fabrice Mériaudeau, Ralph Seulin, Désiré Sidibé:
Polarimetric image augmentation. ICPR 2020: 7365-7371 - [c104]Yifei Zhang, Désiré Sidibé, Olivier Morel, Fabrice Mériaudeau:
Multiscale Attention-Based Prototypical Network For Few-Shot Semantic Segmentation. ICPR 2020: 7372-7378 - [c103]Zia Khan, Norashikin Yahya, Khaled Alsaih, Fabrice Mériaudeau:
Segmentation of Prostate in MRI Images Using Depth Separable Convolution Operations. IHCI (1) 2020: 132-141 - [c102]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 - [c101]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 - [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)
2010 – 2019
- 2019
- [j45]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) - [j44]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) - [j43]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) - [j42]Fabrice Mériaudeau, Tong Boon Tang, Irraivan Elamvazuthi:
Special Section Guest Editorial: Advanced and Intelligent Vision Systems. J. Electronic Imaging 28(2): 021001 (2019) - [j41]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) - [j40]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) - [c100]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 - [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) - 2018
- [j39]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) - [j38]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) - [j37]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) - [d1]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) - [c99]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 - [c98]Wei Chun Ung, Fabrice Mériaudeau, Tong Boon Tang:
Optimizing Mental Workload by Functional Near-Infrared Spectroscopy Based Dynamic Difficulty Adjustment. EMBC 2018: 1522-1525 - [c97]Wang Fan, Samia Ainouz, Fabrice Mériaudeau, Abdelaziz Bensrhair:
Polarization-Based Car Detection. ICIP 2018: 3069-3073 - [c96]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 - [c95]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
- [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 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) - [c94]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 - [c93]Mohamed Abul Hassan, Aamir Saeed Malik, Naufal Saad, David Fofi, Fabrice Mériaudeau:
Effect of motion artifact on digital camera based heart rate measurement. EMBC 2017: 2851-2854 - [c92]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 - [c91]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 - [c90]Syed Jamal Safdar Gardezi, Muhammad Awais, Ibrahima Faye, Fabrice Mériaudeau:
Mammogram classification using deep learning features. ICSIPA 2017: 485-488 - [c89]Muhammad Awais, Henning Müller, Tong Boon Tang, Fabrice Mériaudeau:
Classification of SD-OCT images using a Deep learning approach. ICSIPA 2017: 489-492 - [c88]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 - [c87]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 - [c86]Atif Anwer, Syed Saad Azhar Ali, Amjad Khan, Fabrice Mériaudeau:
Underwater 3D scanning using Kinect v2 time of flight camera. QCAV 2017: 103380C - [c85]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 - [c84]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
- [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) - [c83]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 - [c82]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 - [c81]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 - [c80]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 - [c79]Desire Sidibé, Mojdeh Rastgoo, Fabrice Mériaudeau:
On spatio-temporal saliency detection in videos using multilinear PCA. ICPR 2016: 1876-1880 - [c78]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. Medical Imaging: Computer-Aided Diagnosis 2016: 97850C - [c77]S. Sankar, Désiré Sidibé, Y. Cheung, T. Y. Wong, Ecosse Lamoureux, Dan Milea, Fabrice Mériaudeau:
Classification of SD-OCT volumes for DME detection: an anomaly detection approach. Medical Imaging: Computer-Aided Diagnosis 2016: 97852O - [c76]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. Medical Imaging: Computer-Aided Diagnosis 2016: 978529 - [c75]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 - [c74]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
- [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) - [c73]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 - [c72]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 - [c71]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 - [c70]Fabrice Mériaudeau:
Keynote speech 3: Computer aided diagnosis for retina related diseases. ICSIPA 2015: xiv - [c69]Ibrahim Sadek, Desire Sidibé, Fabrice Mériaudeau:
Automatic discrimination of color retinal images using the bag of words approach. Medical Imaging: Computer-Aided Diagnosis 2015: 94141J - [c68]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 - [c67]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
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