András Hajdu
Orcid: 0000-0003-1718-9770
According to our database1,
András Hajdu
authored at least 105 papers
between 2003 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2024
Investigating the performance of Retrieval-Augmented Generation and fine-tuning for the development of AI-driven knowledge-based systems.
CoRR, 2024
2023
A multimodal deep learning architecture for smoking detection with a small data approach.
CoRR, 2023
A Cloud-based Machine Learning Pipeline for the Efficient Extraction of Insights from Customer Reviews.
CoRR, 2023
Proceedings of the 18th IEEE International Conference on Computer Science and Information Technologies, 2023
Increasing the diversity of ensemble members for accurate brain tumor classification.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
2022
Application of Deep Learning in the Deployment of an Industrial SCARA Machine for Real-Time Object Detection.
Robotics, 2022
A stochastic approach to handle resource constraints as knapsack problems in ensemble pruning.
Mach. Learn., 2022
Enhancing CNNs through the use of hand-crafted features in automated fundus image classification.
Biomed. Signal Process. Control., 2022
2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2020
Efficient sampling-based energy function evaluation for ensemble optimization using simulated annealing.
Pattern Recognit., 2020
CoRR, 2020
CoRR, 2020
Assisted deep learning framework for multi-class skin lesion classification considering a binary classification support.
Biomed. Signal Process. Control., 2020
2019
Optimizing Majority Voting Based Systems Under a Resource Constraint for Multiclass Problems.
CoRR, 2019
Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis, 2019
Detecting outlier and poor quality medical images with an ensemble-based deep learning system.
Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis, 2019
Visualization of Fibroid in Laparoscopy Videos using Ultrasound Image Segmentation and Augmented Reality.
Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis, 2019
Cell detection on digitized Pap smear images using ensemble of conventional image processing and deep learning techniques.
Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis, 2019
Automatic screening of fundus images using a combination of convolutional neural network and hand-crafted features.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 10th IEEE International Conference on Cognitive Infocommunications, 2019
2018
Fusion of Deep Convolutional Neural Networks for Microaneurysm Detection in Color Fundus Images.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Segmentation of the uterine wall by an ensemble of fully convolutional neural networks.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Proceedings of the 10th International Symposium on Image and Signal Processing and Analysis, 2017
Differentiating ureter and arteries in the pelvic via endoscope using deep neural network.
Proceedings of the 10th International Symposium on Image and Signal Processing and Analysis, 2017
Automatic Pigment Network Classification Using a Combination of Classical Texture Descriptors and CNN Features.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
Recognizing Ureter and Uterine Artery in Endoscopic Images Using a Convolutional Neural Network.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
2016
A self-calibrating approach for the segmentation of retinal vessels by template matching and contour reconstruction.
Medical Image Anal., 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Measuring regularity of network patterns by grid approximations using the LLL algorithm.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
2015
Segmentation of retinal vessels by means of directional response vector similarity and region growing.
Comput. Biol. Medicine, 2015
Comput. Biol. Medicine, 2015
Automatic optic disc and optic cup detection in retinal images acquired by mobile phone.
Proceedings of the 9th International Symposium on Image and Signal Processing and Analysis, 2015
Improving the performance of an ensemble-based exudate detection system using stochastic parameter optimization.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
SRIdent: A novel pipeline for real-time identification of species from high-throughput sequencing reads in Metagenomics and clinical diagnostic assays.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 6th IEEE International Conference on Cognitive Infocommunications, 2015
2014
Knowl. Based Syst., 2014
Automatic exudate detection by fusing multiple active contours and regionwise classification.
Comput. Biol. Medicine, 2014
BINOS4DNA: Bitmap Indexes and NoSQL for Identifying Species with DNA Signatures through Metagenomics Samples.
Proceedings of the Information Technology in Bio- and Medical Informatics, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 5th IEEE Conference on Cognitive Infocommunications, 2014
Proceedings of the 5th IEEE Conference on Cognitive Infocommunications, 2014
Proceedings of the 5th IEEE Conference on Cognitive Infocommunications, 2014
Proceedings of the 5th IEEE Conference on Cognitive Infocommunications, 2014
2013
Retinal Microaneurysm Detection Through Local Rotating Cross-Section Profile Analysis.
IEEE Trans. Medical Imaging, 2013
IEEE Trans. Image Process., 2013
Translation Invariance in the Polynomial Kernel Space and Its Applications in kNN Classification.
Neural Process. Lett., 2013
Improving microaneurysm detection in color fundus images by using context-aware approaches.
Comput. Medical Imaging Graph., 2013
An Unsupervised Ensemble-based Markov Random Field Approach to Microscope Cell Image Segmentation.
Proceedings of the SIGMAP and WINSYS 2013, 2013
Improving automatic exudate detection based on the fusion of the results of multiple active contours.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013
Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013
Proceedings of the IEEE 4th International Conference on Cognitive Infocommunications, 2013
Proceedings of the IEEE 4th International Conference on Cognitive Infocommunications, 2013
2012
An Ensemble-Based System for Microaneurysm Detection and Diabetic Retinopathy Grading.
IEEE Trans. Biomed. Eng., 2012
Improving microaneurysm detection using an optimally selected subset of candidate extractors and preprocessing methods.
Pattern Recognit., 2012
A two-phase decision support framework for the automatic screening of digital fundus images.
J. Comput. Sci., 2012
Combining algorithms for automatic detection of optic disc and macula in fundus images.
Comput. Vis. Image Underst., 2012
Improving the accuracy of optic disc detection by finding maximal weighted clique of multiple candidates of individual detectors.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Generalized Weighted Majority Voting with an Application to Algorithms Having Spatial Output.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Automatic exudate detection using active contour model and regionwise classification.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
An adaptive weighting approach for ensemble-based detection of microaneurysms in color fundus images.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the IEEE 3rd International Conference on Cognitive Infocommunications, 2012
Proceedings of CBMS 2012, 2012
Proceedings of CBMS 2012, 2012
2011
Acta Cybern., 2011
Microaneurysm detection in retinal images using a rotating cross-section based model.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Extraction of vascular system in retina images using Averaged One-Dependence Estimators and orientation estimation in Hidden Markov Random Fields.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
An Optimal Voting Scheme for Microaneurysm Candidate Extractors using Simulated Annealing.
Proceedings of the SIGMAP 2010, 2010
A Two-phase Pre-filtering Approach to the Automatic Screening of Digital Fundus Images.
Proceedings of the SIGMAP 2010, 2010
Automatic detection of the optic disc using majority voting in a collection of optic disc detectors.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the e-Business and Telecommunications - 7th International Joint Conference, 2010
Improving microaneurysm detection in color fundus images by using an optimal combination of preprocessing methods and candidate extractors.
Proceedings of the 18th European Signal Processing Conference, 2010
2009
Proceedings of the International Conference on Image Processing, 2009
2008
Piecewise Linear Digital Curve Representation and Compression Using Graph Theory and a Line Segment Alphabet.
IEEE Trans. Image Process., 2008
2007
Tracing on heterogeneous grids to improve the concavity performance of snake algorithms.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the International Conference on Image Processing, 2007
2006
J. Univers. Comput. Sci., 2006
The "MEDIP-Platform Independent Software System for Medical Image Processing" Project.
J. Univers. Comput. Sci., 2006
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006
Proceedings of the 14th European Signal Processing Conference, 2006
On the Lattice Structure of Subsets of Octagonal Neighborhood Sequences in \mathbb <i>Z</i><sup><i>n</i></sup>.
Proceedings of the Discrete Geometry for Computer Imagery, 13th International Conference, 2006
2005
Proceedings of the Computer Analysis of Images and Patterns, 11th International Conference, 2005
2004
Discret. Math., 2004
2003
Proceedings of the 2003 International Conference on Image Processing, 2003