Radim Burget

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 88

Top Venues

TSP

ICUMT

Comput. Methods Programs Biomed.

CoRR

Publications

Anzhelika Mezina, Radim Burget, Aleksandr Ometov
Reinterpreting Usability of Semantic Segmentation Approach for Darknet Traffic Analysis. Comput. Networks 249 (2024)
Rakesh Chandra Joshi, Nitin Singh, Anuj Kumar Sharma, Radim Burget, Malay Kishore Dutta
AI-SenseVision: A Low-Cost Artificial-Intelligence-Based Robust and Real-Time Assistance for Visually Impaired People. IEEE Trans. Hum. Mach. Syst. 54 (3) (2024)
Rakesh Chandra Joshi, Pallavi Srivastava, Rashmi Mishra, Radim Burget, Malay Kishore Dutta
Biomarker profiling and integrating heterogeneous models for enhanced multi-grade breast cancer prognostication. Comput. Methods Programs Biomed. 255 (2024)
Vojtech Myska, Radim Burget, Marin Kolarik, Vladimir Levek, Pavel Steffan, Jiri Haze
IoT Mechatronic Access Control System ePRO 1.4. IEEE Consumer Electron. Mag. 13 (5) (2024)
Anzhelika Mezina, Radim Burget
Detection of post-COVID-19-related pulmonary diseases in X-ray images using Vision Transformer-based neural network. Biomed. Signal Process. Control. 87 (Part A) (2024)
Ekaterina Svertoka, Alexandru Rusu-Casandra, Radim Burget, Jari Nurmi, Aleksandr Ometov
k-NN Empowered LoRaWAN Localization for Surface and Underground Scenarios: Work-in-Progress Report. WIPHAL (2024)
Vaishali Aggarwal, Geet Sahu, Malay Kishore Dutta, Martin Jonak, Radim Burget
Multi-scale Attention Network for Early Detection of Alzheimer's Disease from MRI images. ICUMT (2023)
Suzain Rashid, Mohan Karnati, Garmia Aggarwal, Malay Kishore Dutta, Pavel Sikora, Radim Burget
Attention-Based Multiscale Deep Neural Network for Diagnosis of Polycystic Ovary Syndrome Using Ovarian Ultrasound Images. ICUMT (2023)
Martin Jonak, Jan Dorazil, Martin Kolarík, Stepan Jezek, Radim Burget, Marek Kotrlý
Forensic Comparison of Soil Particles Using Gaussian Mixture Models and Likelihood Ratio Test. ICUMT (2023)
Neha Sengar, Rakesh Chandra Joshi, Malay Kishore Dutta, Radim Burget
EyeDeep-Net: a multi-class diagnosis of retinal diseases using deep neural network. Neural Comput. Appl. 35 (14) (2023)
Rashi Chauhan, Mohan Karnati, Malay Kishore Dutta, Radim Burget
Plant Disease Identification Using a Dual Self-Attention Modified Residual-Inception Network. ICUMT (2023)
Ritesh Maurya, Radim Burget, Rudra Shaurya, Martin Kiac, Malay Kishore Dutta
Multi-Head Attention-Based Transfer Learning Approach for Porato Disease Detection. ICUMT (2023)
Vojtech Myska, Anzhelika Mezina, Petr Vanek, Radim Burget, Samuel Genzor, Jan Mizera, Michal Stybnar, Martin Kiac, Jakub Frolka
CovidStopHospital: e-Health Service for X-Ray-Based COVID-19 Classification and Radiologist-Assisted Dataset Creation. ICUMT (2023)
Himanshi Sinha, Mohan Karnati, Garmia Aggarwal, Malay Kishore Dutta, Anzhelika Mezina, Radim Burget
DMRBNet: Dilated Multi-Scale Residual Block-Based Deep Network for Detection of Breast Cancer from MRI Images. ICUMT (2023)
Michal Cicatka, Radim Burget, Jan Lancos
From Segmentation to Clustering: Advancing Algorithms for Grouping Microbial Colonies on Agar Plates. ICUMT (2023)
Petr Kriz, Pavel Sikora, Kamil Ríha, Radim Burget
Unveiling the Smell Inspector and Machine Learning Methods for Smell Recognition. ICUMT (2023)
Srishti Verma, Vishal, Rakesh Chandra Joshi, Malay Kishore Dutta, Stepan Jezek, Radim Burget
AI-Enhanced Mental Health Diagnosis: Leveraging Transformers for Early Detection of Depression Tendency in Textual Data. ICUMT (2023)
Arnav Kumar, Rakesh Chandra Joshi, Malay Kishore Dutta, Radim Burget, Vojtech Myska
Osteo-Net: A Robust Deep Learning-Based Diagnosis of Osteoporosis Using X-ray images. TSP (2022)
Michal Cicatka, Radim Burget, Jan Karasek
Machine-learning Approach to Microbial Colony Localisation. TSP (2022)
Stepan Jezek, Martin Jonak, Radim Burget, Pavel Dvorak, Milos Skotak
Anomaly detection for real-world industrial applications: benchmarking recent self-supervised and pretrained methods. ICUMT (2022)
Martin Kolarík, Martin Jonak, Jiri Prinosil, Ondrej Krajsa, Radim Burget, Tomas Gajdaczek
One-Class Learning Weed Plants Detection on Multispectral Images. ICUMT (2022)
Animesh Malviya, Neha Sengar, Malay Kishore Dutta, Radim Burget, Vojtech Myska
Deep Learning Based Gastro Intestinal Disease Analysis Using Wireless Capsule Endoscopy Images. TSP (2022)
Mohd Mohsin Ali, Rakesh Chandra Joshi, Malay Kishore Dutta, Radim Burget, Anzhelika Mezina
Deep Learning-based Classification of Viruses Using Transmission Electron Microscopy Images. TSP (2022)
Anzhelika Mezina, Radim Burget
Obfuscated malware detection using dilated convolutional network. ICUMT (2022)
Martin Jonak, Stepan Jezek, Radim Burget
Evaluation of Nested U-Net models performance on MVTec AD dataset. ICUMT (2022)
Juwairiya Siraj Khan, Manoj Kaushik, Anushka Chaurasia, Malay Kishore Dutta, Radim Burget
Cardi-Net: A deep neural network for classification of cardiac disease using phonocardiogram signal. Comput. Methods Programs Biomed. 219 (2022)
Neeraj Baghel, Radim Burget, Malay Kishore Dutta
1D-FHRNet: Automatic Diagnosis of Fetal Acidosis from Fetal Heart Rate Signals. Biomed. Signal Process. Control. 71 (Part) (2022)
Ekaterina Svertoka, Ion Marghescu, Alexandru Rusu-Casandra, Radim Burget, Jiri Hosek, Pavel Masek, Aleksandr Ometov
Evaluation of Real-Life LoRaWAN Localization: Accuracy Dependencies Analysis Based on Outdoor Measurement Datasets. COMM (2022)
Neha Sengar, Radim Burget, Malay Kishore Dutta
A vision transformer based approach for analysis of plasmodium vivax life cycle for malaria prediction using thin blood smear microscopic images. Comput. Methods Programs Biomed. 224 (2022)
Anzhelika Mezina, Radim Burget, Carlos M. Travieso-González
Network Anomaly Detection With Temporal Convolutional Network and U-Net Model. IEEE Access 9 (2021)
Martin Kolarík, Radim Burget, Carlos Manuel Travieso-González, Jan Kocica
On the Implementation of Planar 3D Transfer Learning for End to End Unimodal MRI Unbalanced Data Segmentation. RRPR (2021)
Asma Channa, Nirvana Popescu, Justyna Skibinska, Radim Burget
The Rise of Wearable Devices during the COVID-19 Pandemic: A Systematic Review. Sensors 21 (17) (2021)
Ritesh Maurya, Vinay Kumar Pathak, Radim Burget, Malay Kishore Dutta
Automated detection of bioimages using novel deep feature fusion algorithm and effective high-dimensional feature selection approach. Comput. Biol. Medicine 137 (2021)
Justyna Skibinska, Radim Burget
The Transferable Methodologies of Detection Sleep Disorders Thanks to the Actigraphy Device for Parkinson's Disease Detection. ICL-GNSS (Work in Progress) (2021)
Justyna Skibinska, Radim Burget, Asma Channa, Nirvana Popescu, Yevgeni Koucheryavy
COVID-19 Diagnosis at Early Stage Based on Smartwatches and Machine Learning Techniques. IEEE Access 9 (2021)
Ekaterina Svertoka, Salwa Saafi, Alexandru Rusu-Casandra, Radim Burget, Ion Marghescu, Jiri Hosek, Aleksandr Ometov
Wearables for Industrial Work Safety: A Survey. Sensors 21 (11) (2021)
Arnav Kumar, Rakesh Chandra Joshi, Malay Kishore Dutta, Martin Jonak, Radim Burget
Fruit-CNN: An Efficient Deep learning-based Fruit Classification and Quality Assessment for Precision Agriculture. ICUMT (2021)
Aleksandr Ometov, Viktoriia Shubina, Lucie Klus, Justyna Skibinska, Salwa Saafi, Pavel Pascacio, Laura Flueratoru, Darwin Quezada-Gaibor, Nadezhda Chukhno, Olga Chukhno, Asad Ali, Asma Channa, Ekaterina Svertoka, Waleed Bin Qaim, Raul Casanova Marques, Sylvia Holcer, Joaquín Torres-Sospedra, Sven Casteleyn, Giuseppe Ruggeri, Giuseppe Araniti, Radim Burget, Jiri Hosek, Elena Simona Lohan
A Survey on Wearable Technology: History, State-of-the-Art and Current Challenges. Comput. Networks 193 (2021)
Shikha Rani, Anushka Chaurasia, Malay Kishore Dutta, Vojtech Myska, Radim Burget
Machine learning approach for automatic lungs sound diagnosis from pulmonary signals. TSP (2021)
Manoj Kaushik, Neeraj Baghel, Radim Burget, Carlos M. Travieso, Malay Kishore Dutta
SLINet: Dysphasia detection in children using deep neural network. Biomed. Signal Process. Control. 68 (2021)
Martin Kolarík, Radim Burget, Kamil Ríha, Karel Bartusek
Suitability of CT and MRI Imaging for Automatic Spine Segmentation Using Deep Learning. TSP (2021)
Pavel Masek, Martin Stusek, Ekaterina Svertoka, Jan Pospisil, Radim Burget, Elena Simona Lohan, Ion Marghescu, Jiri Hosek, Aleksandr Ometov
Measurements of LoRaWAN Technology in Urban Scenarios: A Data Descriptor. Data 6 (6) (2021)
Soumaya Dghim, Carlos M. Travieso-González, Radim Burget
Analysis of the Nosema Cells Identification for Microscopic Images. Sensors 21 (9) (2021)
Manoj Kaushik, Rakesh Chandra Joshi, Atar Singh Kushwah, Maneesh Kumar Gupta, Monisha Banerjee, Radim Burget, Malay Kishore Dutta
Cytokine gene variants and socio-demographic characteristics as predictors of cervical cancer: A machine learning approach. Comput. Biol. Medicine 134 (2021)
Stepan Jezek, Martin Jonak, Radim Burget, Pavel Dvorak, Milos Skotak
Deep learning-based defect detection of metal parts: evaluating current methods in complex conditions. ICUMT (2021)
Rakesh Chandra Joshi, Rashmi Mishra, Puneet Gandhi, Vinay Kumar Pathak, Radim Burget, Malay Kishore Dutta
Ensemble based machine learning approach for prediction of glioma and multi-grade classification. Comput. Biol. Medicine 137 (2021)
Pavol Harár, Zoltan Galaz, Jesús Bernardino Alonso Hernández, Jirí Mekyska, Radim Burget, Zdenek Smékal
Towards robust voice pathology detection. Neural Comput. Appl. 32 (20) (2020)
Justyna Skibinska, Radim Burget
Parkinson's Disease Detection based on Changes of Emotions during Speech. ICUMT (2020)
Neeraj Baghel, Malay Kishore Dutta, Radim Burget
Automatic diagnosis of multiple cardiac diseases from PCG signals using convolutional neural network. Comput. Methods Programs Biomed. 197 (2020)
Martin Kolarík, Radim Burget, Kamil Ríha
Comparing Normalization Methods for Limited Batch Size Segmentation Neural Networks. TSP (2020)
Neeraj Baghel, Divyanshu Singh, Malay Kishore Dutta, Radim Burget, Vojtech Myska
Truth Identification from EEG Signal by using Convolution neural network: Lie Detection. TSP (2020)
Pavol Harár, Zoltan Galaz, Jesús Bernardino Alonso Hernández, Jirí Mekyska, Radim Burget, Zdenek Smékal
Correction to: Towards robust voice pathology detection. Neural Comput. Appl. 32 (20) (2020)
Martin Kolarík, Radim Burget, Carlos Manuel Travieso-González, Jan Kocica
Planar 3D Transfer Learning for End to End Unimodal MRI Unbalanced Data Segmentation. ICPR (2020)
Martin Kolarík, Radim Burget, Kamil Ríha
Comparing Normalization Methods for Limited Batch Size Segmentation Neural Networks. CoRR (2020)
Martin Kolarík, Radim Burget, Carlos Manuel Travieso-González, Jan Kocica
Planar 3D Transfer Learning for End to End Unimodal MRI Unbalanced Data Segmentation. CoRR (2020)
Tao Yang, Dongmei Fu, Jintao Meng, Jiqing Pan, Radim Burget
Finding the optimal number of low dimension with locally linear embedding algorithm. J. Comput. Methods Sci. Eng. 20 (4) (2020)
Peter Brezany, Marketa Janatova, Olga Stepánková, Marek Lenart, Michael Edward, Miroslav Uller, Radim Burget
Management of Physiological Data Streams within Brain Disorder Rehabilitation. MIPRO (2019)
Pavol Harár, Jesús Bernardino Alonso Hernández, Jirí Mekyska, Zoltan Galaz, Radim Burget, Zdenek Smékal
Voice Pathology Detection Using Deep Learning: a Preliminary Study. CoRR (2019)
Martin Rajnoha, Vojtech Mikulec, Radim Burget, Jiri Drazil
A Perspective of the Noise Removal for Faster Neural Network Training. ICUMT (2019)
Pavol Harár, Zoltan Galaz, Jesús Bernardino Alonso Hernández, Jirí Mekyska, Radim Burget, Zdenek Smékal
Towards Robust Voice Pathology Detection. CoRR (2019)
Ankita Dwivedi, Ankit Kumar, Malay Kishore Dutta, Radim Burget, Vojtech Myska
An Efficient and Robust Zero-Bit Watermarking Technique for Biometric Image Protection. TSP (2019)
Vojtech Myska, Radim Burget, Lukas Povoda, Malay Kishore Dutta
Linguistically independent sentiment analysis using convolutional-recurrent neural networks model. TSP (2019)
Martin Kolarík, Radim Burget, Václav Uher, Lukas Povoda
Superresolution of MRI brain images using unbalanced 3D Dense-U-Net network. TSP (2019)
Vojtech Myska, Radim Burget, Peter Brezany
Graph neural network for website element detection. TSP (2019)
Karel Kuchar, Eva Holasova, Lukas Hrboticky, Martin Rajnoha, Radim Burget
Supervised Learning in Multi-Agent Environments Using Inverse Point of View. TSP (2019)
Anam Fatima, Ritesh Maurya, Malay Kishore Dutta, Radim Burget, Jan Masek
Android Malware Detection Using Genetic Algorithm based Optimized Feature Selection and Machine Learning. TSP (2019)
Areeba Irshad, Ritesh Maurya, Malay Kishore Dutta, Radim Burget, Václav Uher
Feature Optimization for Run Time Analysis of Malware in Windows Operating System using Machine Learning Approach. TSP (2019)
Martin Kolarík, Radim Burget, Kamil Ríha
Upsampling Algorithms for Autoencoder Segmentation Neural Networks: A Comparison Study. ICUMT (2019)
Martin Kolarík, Radim Burget, Václav Uher, Malay Kishore Dutta
3D Dense-U-Net for MRI Brain Tissue Segmentation. TSP (2018)
Ashish Khatter, Akshat Browne, Anushikha Singh, Malay Kishore Dutta, Kamil Ríha, Radim Burget
Generation of SVD Based Non-informative Unique ID for Authentication of MRI Images. TSP (2018)
Martin Rajnoha, Jirí Mekyska, Radim Burget, Ilona Eliasova, Milena Kostalova, Irena Rektorová
Towards Identification of Hypomimia in Parkinson's Disease Based on Face Recognition Methods. ICUMT (2018)
Martin Rajnoha, Radim Burget, Lukas Povoda
Image Background Noise Impact on Convolutional Neural Network Training. ICUMT (2018)
Sayantan Bhattacharya, Jai Sehgal, Ashish Issac, Malay Kishore Dutta, Radim Burget, Martin Kolarík
Computer Vision Method for Grading of Health of a Fundus Image on Basis of Presence of Red Lesions. TSP (2018)
Monika Arora, Malay Kishore Dutta, Carlos M. Travieso, Radim Burget
Image Processing Based Classification of Enzymatic Browning in Chopped Apples. IWOBI (2018)
Mohan Mishra, Anushikha Singh, Malay Kishore Dutta, Radim Burget, Jan Masek
Classification of normal and abnormal heart sounds for automatic diagnosis. TSP (2017)
Pavol Harár, Jesús Bernardino Alonso Hernández, Jirí Mekyska, Zoltan Galaz, Radim Burget, Zdenek Smékal
Voice Pathology Detection Using Deep Learning: a Preliminary Study. IWOBI (2017)
Martin Rajnoha, Radim Burget, Malay Kishore Dutta
Handwriting comenia script recognition with convolutional neural network. TSP (2017)
Namita Sengar, Malay Kishore Dutta, Radim Burget, Martin Ranjoha
Automated detection of suspected glaucoma in digital fundus images. TSP (2017)
Anushikha Singh, Malay Kishore Dutta, M. Partha Sarathi, Václav Uher, Radim Burget
Image processing based automatic diagnosis of glaucoma using wavelet features of segmented optic disc from fundus image. Comput. Methods Programs Biomed. 124 (2016)
Arashdeep Kaur, Malay Kishore Dutta, Radim Burget, Kamil Ríha
A heuristic algorithmic approach to challenging robustness of digital audio watermarking using discrete wavelet transform. TSP (2016)
Anushikha Singh, Namrata Raghuvanshi, Malay Kishore Dutta, Radim Burget, Jan Masek
An SVD based zero watermarking scheme for authentication of medical images for tele-medicine applications. TSP (2016)
Garima Mehta, Malay Kishore Dutta, Radim Burget, Lukas Povoda
Biometric data security using Fractional Fourier Transform and chaotic theory. TSP (2016)
Aman Pandey, Ritu Chandra, Malay Kishore Dutta, Radim Burget, Václav Uher, Jiri Minar
Automatic detection of red lesions in Diabetic Retinopathy using Shape based extraction technique in fundus image. TSP (2016)
Namita Sengar, Neeraj Mishra, Malay Kishore Dutta, Jiri Prinosil, Radim Burget
Grading of colorectal cancer using histology images. TSP (2016)
Debashree Kashyap, Abhishek Somani, Jatin Shekhar, Anupama Bhan, Malay Kishore Dutta, Radim Burget, Kamil Ríha
Cervical cancer detection and classification using Independent Level sets and multi SVMs. TSP (2016)
Lukas Povoda, Radim Burget, Malay Kishore Dutta
Sentiment analysis based on Support Vector Machine and Big Data. TSP (2016)
Malay Kishore Dutta, Anushikha Singh, Radim Burget
Digital ownership tags based on biometric features of iris and fingerprint for content protection and ownership of digital images and audio signals. Multim. Tools Appl. 75 (23) (2016)
Arpit Bansal, Aashwin Vats, Akshita Jain, Malay Kishore Dutta, Radim Burget, Jiri Prinosil
An efficient automatic intensity based method for detection of macula in retinal images. TSP (2016)
Jan Masek, Radim Burget, Jan Karasek, Václav Uher, Malay Kishore Dutta
Multi-GPU implementation of k-nearest neighbor algorithm. TSP (2015)
Anushikha Singh, Malay Kishore Dutta, Radim Burget, Jan Masek
Identification of acrylamide in fried potato crisps using image processing in wavelet domain. TSP (2015)
Lukas Povoda, Akshaj Arora, Sahitya Singh, Radim Burget, Malay Kishore Dutta
Emotion recognition from helpdesk messages. ICUMT (2015)
Mangipudi Partha Sarathi, Mohammed Ahmed Ansari, Malay Kishore Dutta, Radim Burget, Kamil Ríha
2D Brain slice retrieval from Brain MR images using feature point maps. TSP (2015)
Ayushi Agarwal, Shradha Gulia, Somal Chaudhary, Malay Kishore Dutta, Radim Burget, Kamil Ríha
Automatic glaucoma detection using adaptive threshold based technique in fundus image. TSP (2015)
Garima Mehta, Malay Kishore Dutta, Radim Burget, Václav Uher
Edge based block wise selective fingerprint image encryption using chaos. TSP (2015)
Malay Kishore Dutta, Kshitij Srivastava, Shaunak Ganguly, Shaumik Ganguly, M. Parthasarathi, Radim Burget, Jiri Prinosil
Exudates detection in digital fundus image using edge based method & strategic thresholding. TSP (2015)
Jan Karasek, Radim Burget, Václav Uher, Jan Masek, Malay Kishore Dutta
Color image (dis)similarity assessment and grouping based on dominant colors. TSP (2015)
Václav Uher, Radim Burget, Malay Kishore Dutta, Petr Mlynek
Forecasting electricity consumption in Czech Republic. TSP (2015)
Malay Kishore Dutta, Anushikha Singh, Abhilasha Singh, Radim Burget, Jiri Prinosil
Digital identification tags for medical fundus images for tele-ophthalmology applications. TSP (2015)
Namita Sengar, Malay Kishore Dutta, Radim Burget, Lukas Povoda
Detection of diabetic macular edema in retinal images using a region based method. TSP (2015)
Pavel Novák, Radim Burget, Jan Karasek, Malay Kishore Dutta
Single template object detector based on histogram of oriented gradients. TSP (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Radim Burget