Emanuele Trucco
Orcid: 0000-0002-5055-0794
According to our database1,
Emanuele Trucco
authored at least 153 papers
between 1989 and 2023.
Collaborative distances:
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Bibliography
2023
Self-supervised monocular depth estimation for high field of view colonoscopy cameras.
Frontiers Robotics AI, February, 2023
A method for quantifying sectoral optic disc pallor in fundus photographs and its association with peripapillary RNFL thickness.
CoRR, 2023
Development of a Deep Learning Method to Identify Acute Ischemic Stroke Lesions on Brain CT.
CoRR, 2023
Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain Images.
CoRR, 2023
SoftEnNet: Symbiotic Monocular Depth Estimation and Lumen Segmentation for Colonoscopy Endorobots.
CoRR, 2023
ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging.
Proceedings of the International Conference on Machine Learning, 2023
2022
Retinal vascular measures from diabetes retinal screening photographs and risk of incident dementia in type 2 diabetes: A GoDARTS study.
Frontiers Digit. Health, 2022
Proceedings of the Imaging Systems for GI Endoscopy, and Graphs in Biomedical Image Analysis, 2022
2021
A review of machine learning methods for retinal blood vessel segmentation and artery/vein classification.
Medical Image Anal., 2021
On the quantitative effects of compression of retinal fundus images on morphometric vascular measurements in VAMPIRE.
Comput. Methods Programs Biomed., 2021
Are Cardiovascular Risk Scores from Genome and Retinal Image Complementary? A Deep Learning Investigation in a Diabetic Cohort.
Proceedings of the Ophthalmic Medical Image Analysis - 8th International Workshop, 2021
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021
2020
A Deep Learning Approach for Semantic Segmentation of Gonioscopic Images to Support Glaucoma Categorization.
Proceedings of the Medical Image Understanding and Analysis - 24th Annual Conference, 2020
Retinal Biomarkers Discovery for Cerebral Small Vessel Disease in an Older Population.
Proceedings of the Medical Image Understanding and Analysis - 24th Annual Conference, 2020
Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing.
Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020
2019
Using orthogonal locality preserving projections to find dominant features for classifying retinal blood vessels.
Multim. Tools Appl., 2019
Comput. Ind., 2019
2018
A Graph Cut Approach to Artery/Vein Classification in Ultra-Widefield Scanning Laser Ophthalmoscopy.
IEEE Trans. Medical Imaging, 2018
Structure Prediction for Gland Segmentation With Hand-Crafted and Deep Convolutional Features.
IEEE Trans. Medical Imaging, 2018
Machine learning of neuroimaging to diagnose cognitive impairment and dementia: a systematic review and comparative analysis.
CoRR, 2018
Towards Standardization of Retinal Vascular Measurements: On the Effect of Image Centering.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018
2017
Subcategory Classifiers for Multiple-Instance Learning and Its Application to Retinal Nerve Fiber Layer Visibility Classification.
IEEE Trans. Medical Imaging, 2017
Comparison of Automatic Vessel Segmentation Techniques for Whole Body Magnetic Resonance Angiography with Limited Ground Truth Data.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017
Cardiac-gated Slit Lamp Videography as a Novel Approach to Assessing a Microcirculatory Network.
Proceedings of the Computing in Cardiology, 2017
2016
Accelerating Convolutional Sparse Coding for Curvilinear Structures Segmentation by Refining SCIRD-TS Filter Banks.
IEEE Trans. Medical Imaging, 2016
Leveraging Multiscale Hessian-Based Enhancement With a Novel Exudate Inpainting Technique for Retinal Vessel Segmentation.
IEEE J. Biomed. Health Informatics, 2016
A fully automated tortuosity quantification system with application to corneal nerve fibres in confocal microscopy images.
Medical Image Anal., 2016
Proceedings of the 20th Conference on Medical Image Understanding and Analysis, 2016
Extended Multi-resolution Local Patterns - A Discriminative Feature Learning Approach for Colonoscopy Image Classification.
Proceedings of the Computer-Assisted and Robotic Endoscopy - Third International Workshop, 2016
Sub-category Classifiers for Multiple-instance Learning and Its Application to Retinal Nerve Fiber Layer Visibility Classification.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Gland segmentation in colon histology images using hand-crafted features and convolutional neural networks.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
2015
IEEE Trans. Image Process., 2015
Enhancing Normal-Abnormal Classification Accuracy in Colonoscopy Videos via Temporal Consistency.
Proceedings of the Computer-Assisted and Robotic Endoscopy - Second International Workshop, 2015
Boosting Hand-Crafted Features for Curvilinear Structure Segmentation by Learning Context Filters.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015
Learning discriminative local features from image-level labelled data for colonoscopy image classification.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Mapping of arterial location for the design of automated identification and analysis algorithms in whole body MRA.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Combining efficient hand-crafted features with learned filters for fast and accurate corneal nerve fibre centreline detection.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Mach. Vis. Appl., 2014
Automatic Generation of Synthetic Retinal Fundus Images.
Proceedings of the Medical Image Understanding and Analysis, 2014
Proceedings of the Computer-Assisted and Robotic Endoscopy - First International Workshop, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Automatic retinal vessel classification using a Least Square-Support Vector Machine in VAMPIRE.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
An experimental assessment of five indices of retinal vessel tortuosity with the RET-TORT public dataset.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the Italian Chapter Conference 2014, 2014
2013
Automatic fovea location in retinal images using anatomical priors and vessel density.
Pattern Recognit. Lett., 2013
Retinal vessel segmentation using multiwavelet kernels and multiscale hierarchical decomposition.
Pattern Recognit., 2013
Accurate estimation of retinal vessel width using bagged decision trees and an extended multiresolution Hermite model.
Medical Image Anal., 2013
Comput. Medical Imaging Graph., 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Spline-based refinement of vessel contours in fundus retinal images for width estimation.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Extended Gaussian-Filtered Local Binary Patterns for Colonoscopy Image Classification.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013
Proceedings of the IEEE International Conference on Computer Vision, 2013
Towards automatic detection of abnormal retinal capillaries in ultra-widefield-of-view retinal angiographic exams.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Towards a multi-site international public dataset for the validation of retinal image analysis software.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Investigating post-processing of scanning laser ophthalmoscope images for unsupervised retinal blood vessel detection.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
Wiley, ISBN: 978-1-119-94186-6, 2013
2012
RERBEE: Robust Efficient Registration via Bifurcations and Elongated Elements Applied to Retinal Fluorescein Angiogram Sequences.
IEEE Trans. Medical Imaging, 2012
A Face Authentication Scheme Based on Affine-SIFT (ASIFT) and Structural Similarity (SSIM).
Proceedings of the Biometric Recognition - 7th Chinese Conference, 2012
Proceedings of CBMS 2012, 2012
Proceedings of CBMS 2012, 2012
2011
Multiresolution localization and segmentation of the optical disc in fundus images using inpainted background and vessel information.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Improving vessel segmentation in ultra-wide field-of-view retinal fluorescein angiograms.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
IEEE Trans. Inf. Technol. Biomed., 2010
IEEE Trans. Biomed. Eng., 2010
Markerless human articulated tracking using hierarchical particle swarm optimisation.
Image Vis. Comput., 2010
Proceedings of the 18th International Conference on Multimedia 2010, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Markerless Multi-view Articulated Pose Estimation Using Adaptive Hierarchical Particle Swarm Optimisation.
Proceedings of the Applications of Evolutionary Computation, 2010
2009
Towards automated progress assessment of workpackage components in construction projects using computer vision.
Adv. Eng. Informatics, 2009
Proceedings of the Computer Vision, Imaging and Computer Graphics. Theory and Applications, 2009
Articulated Human Motion Tracking with HPSO.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009
2008
2007
Int. J. Comput. Vis., 2007
Proceedings of the Computer Vision/Computer Graphics Collaboration Techniques, 2007
Proceedings of the British Machine Vision Conference 2007, 2007
2006
Image processing techniques for metallic object detection with millimetre-wave images.
Pattern Recognit. Lett., 2006
J. Electronic Imaging, 2006
Int. J. Comput. Vis., 2006
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the British Machine Vision Conference 2006, 2006
2005
IEEE Trans. Syst. Man Cybern. Part B, 2005
Proceedings of the 2nd International Conference on Vision, Video, and Graphics, 2005
Proceedings of the Image Analysis and Processing, 2005
Proceedings of the Pattern Recognition and Image Analysis, 2005
2004
IEEE Trans. Circuits Syst. Video Technol., 2004
Dense Wide-Baseline Disparities from Conventional Stereo for Immersive Videoconferencing.
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Locating the optic disk in retinal images via plausible detection and constraint satisfaction.
Proceedings of the 2004 International Conference on Image Processing, 2004
2003
Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003
2002
Proceedings of the British Machine Vision Conference 2002, 2002
Proceedings of the British Machine Vision Conference 2002, 2002
2001
Proceedings of the Visual Form 2001, 4th International Workshop on Visual Form, 2001
Proceedings of the 2001 IEEE International Conference on Robotics and Automation, 2001
Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001
Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001
2000
Int. J. Pattern Recognit. Artif. Intell., 2000
Comput. Vis. Image Underst., 2000
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
1999
Real Time Imaging, 1999
Pattern Recognit. Lett., 1999
Robust estimation of motion, structure and focal length from two views of a translating scene.
Pattern Recognit. Lett., 1999
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999
1998
Int. J. Circuit Theory Appl., 1998
Int. J. Comput. Integr. Manuf., 1998
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998
Proceedings of the British Machine Vision Conference 1998, 1998
Introductory techniques for 3-D computer vision.
Prentice Hall, ISBN: 978-0-13-261108-4, 1998
1997
IEEE Trans. Robotics Autom., 1997
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997
Proceedings of the British Machine Vision Conference 1997, 1997
1996
Proceedings of the British Machine Vision Conference 1996, 1996
Proceedings of the British Machine Vision Conference 1996, 1996
Proceedings of the British Machine Vision Conference 1996, 1996
1995
IEEE Trans. Pattern Anal. Mach. Intell., 1995
Proceedings of the Image Analysis and Processing, 8th International Conference, 1995
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995
Proceedings of the British Machine Vision Conference, 1995
1994
Pattern Recognit. Lett., 1994
Proceedings of the 1994 International Conference on Robotics and Automation, 1994
Proceedings of the British Machine Vision Conference, 1994
Proceedings of the British Machine Vision Conference, 1994
1993
1992
Int. J. Man Mach. Stud., 1992
Preserving Shape at Boundaries in Diffusion Smoothing.
Proceedings of the 5th IMA Conference on the Mathematics of Surfaces, 1992
Proceedings of the 1992 IEEE International Conference on Robotics and Automation, 1992
Proceedings of the British Machine Vision Conference, 1992
Proceedings of the Advances in Machine Vision: Strategies and Applications, 1992
1991
1989
Towards Volumetric Description of Range Images.
Proceedings of the Intelligent Autonomous Systems 2, 1989