Ales Procházka

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 41

Top Topics

Microsoft Kinect

Supervised Feature Selection

Top Venues

Signal Image Video Process.

Publications

Hana Charvátová, Ales Procházka, Martin Zálesák, Jan Drápela, Vladimír Marík
Computational Analysis of Indoor Thermal Comfort in a Terraced Family House With Thermal Insulation. IEEE Access 11 (2023)
Massimo Martinelli, Davide Moroni, Ales Procházka, Marija Strojnik
Editorial: Artificial intelligence in point of care diagnostics. Frontiers Digit. Health 5 (2023)
Ales Procházka, Alexandra Molcanova, Hana Charvátová, Oana Geman, Oldrich Vysata
Motion Analysis Using Global Navigation Satellite System and Physiological Data. IEEE Access 11 (2023)
Ales Procházka, Daniel Martynek, Jindrich Charvát
Absorption Spectroscopy in Dental Tissue Analysis. IEEE Access 11 (2023)
Ales Procházka, Tatjana Dostálová, Oldrich Vysata, Pavel Cejnar, Vladimír Marík, Hana Eliásová
Computational Intelligence in Metric Analysis of the Skull in the Context of Maxillofacial Surgery. IEEE Access 10 (2022)
Ales Procházka, Jindrich Charvát, Oldrich Vysata, Danilo P. Mandic
Incremental deep learning for reflectivity data recognition in stomatology. Neural Comput. Appl. 34 (9) (2022)
Hana Charvátová, Ales Procházka, Matej Fricl, Oldrich Vysata
Blood Oxygen Concentration and Physiological Data Changes During Motion While Wearing Face Masks. IEEE Access 10 (2022)
Oldrich Vysata, Ondrej Tupa, Ales Procházka, Rafael Dolezal, Pavel Cejnar, Aprajita Milind Bhorkar, Ondrej Dostal, Martin Valis
Classification of Ataxic Gait. Sensors 21 (16) (2021)
Ales Procházka, Hana Charvátová, Oldrich Vysata
Infrared Thermography and Computational Intelligence in Analysis of Facial Video-Records. ICCCI (CCIS Volume) (2021)
Ales Procházka, Hana Charvátová, Oldrich Vysata, Delaram Jarchi, Saeid Sanei
Discrimination of cycling patterns using accelerometric data and deep learning techniques. Neural Comput. Appl. 33 (13) (2021)
Delaram Jarchi, Javier Andreu-Perez, Mehrin Kiani, Oldrich Vysata, Jirí Kuchynka, Ales Procházka, Saeid Sanei
Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning. CoRR (2021)
Hana Charvátová, Ales Procházka, Oldrich Vysata, Carmen Paz Suárez Araujo, Jonathan Smith
Evaluation of Accelerometric and Cycling Cadence Data for Motion Monitoring. IEEE Access 9 (2021)
Ales Procházka, Oldrich Vysata, Vladimír Marík
Integrating the Role of Computational Intelligence and Digital Signal Processing in Education: Emerging Technologies and Mathematical Tools. IEEE Signal Process. Mag. 38 (3) (2021)
Carmen Paz Suárez Araujo, Patricio García Báez, Ylermi Cabrera-León, Ales Procházka, Norberto Rodríguez Espinosa, Carlos Fernández Viadero
A Real-Time Clinical Decision Support System, for Mild Cognitive Impairment Detection, Based on a Hybrid Neural Architecture. Comput. Math. Methods Medicine 2021 (2021)
Ondrej Dostal, Ales Procházka, Oldrich Vysata, Ondrej Tupa, Pavel Cejnar, Martin Valis
Recognition of motion patterns using accelerometers for ataxic gait assessment. Neural Comput. Appl. 33 (7) (2021)
Martin Schätz, Ales Procházka, Jirí Kuchynka, Oldrich Vysata
Sleep Apnea Detection with Polysomnography and Depth Sensors. Sensors 20 (5) (2020)
Delaram Jarchi, Ales Procházka, Saeid Sanei
A New Spectrum Driven Index for the Assessment of ECG Signal Quality. EMBC (2020)
Saeid Sanei, Clive Cheong Took, Delaram Jarchi, Ales Procházka
Eeg Connectivity - Informed Cooperative Adaptive Line Enhancer for Recognition of Brain State. ICASSP (2020)
Hana Charvátová, Ales Procházka, Oldrich Vysata
Motion Assessment for Accelerometric and Heart Rate Cycling Data Analysis. Sensors 20 (5) (2020)
Jindrich Charvát, Ales Procházka, Matej Fricl, Oldrich Vysata, Lucie Himmlová
Diffuse reflectance spectroscopy in dental caries detection and classification. Signal Image Video Process. 14 (5) (2020)
Andrii Trelin, Ales Procházka
Binary Stochastic Filtering: feature selection and beyond. CoRR (2020)
Ales Procházka, Martina Mudrová, Pavel Cejnar, Jan Mares
Machine Learning in Classification of the Wax Structure of Breathing Openings on Leaves Affected by Air Pollution. SOCO (2020)
Delaram Jarchi, Javier Andreu-Perez, Mehrin Kiani, Oldrich Vysata, Jirí Kuchynka, Ales Procházka, Saeid Sanei
Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning. Sensors 20 (9) (2020)
Andrii Trelin, Ales Procházka
Binary Stochastic Filtering: a Solution for Supervised Feature Selection and Neural Network Shape Optimization. CoRR (2019)
Delaram Jarchi, Saeid Sanei, Ales Procházka
Detection of Sleep Apnea/hypopnea Events Using Synchrosqueezed Wavelet Transform. ICASSP (2019)
Petra Besedová, Oldrich Vysata, Radka Mazurová, Jakub Kopal, Jana Ondráková, Martin Valis, Ales Procházka
Classification of brain activities during language and music perception. Signal Image Video Process. 13 (8) (2019)
Ales Procházka, Oldrich Vysata, Hana Charvátová, Martin Valis
Motion Symmetry Evaluation Using Accelerometers and Energy Distribution. Symmetry 11 (7) (2019)
Ondrej Dostal, Oldrich Vysata, Ladislav Pazdera, Ales Procházka, Jakub Kopal, Jirí Kuchynka, Martin Valis
Permutation Entropy and Signal Energy Increase the Accuracy of Neuropathic Change Detection in Needle EMG. Comput. Intell. Neurosci. 2018 (2018)
Ales Procházka, Jirí Kuchynka, Oldrich Vysata, Martin Schätz, Mohammadreza Yadollahi, Saeid Sanei, Martin Valis
Sleep scoring using polysomnography data features. Signal Image Video Process. 12 (6) (2018)
Ales Procházka, Hana Charvátová, Oldrich Vysata, Jakub Kopal, Jonathon A. Chambers
Breathing Analysis Using Thermal and Depth Imaging Camera Video Records. Sensors 17 (6) (2017)
Ales Procházka, Jirí Kuchynka, Mohammadreza Yadollahi, Carmen Paz Suárez Araujo, Oldrich Vysata
Adaptive segmentation of multimodal polysomnography data for sleep stages detection. DSP (2017)
Hana Charvátová, Ales Procházka, Saeed Vaseghi, Oldrich Vysata, Martin Valis
GPS-based analysis of physical activities using positioning and heart rate cycling data. Signal Image Video Process. 11 (2) (2017)
Ales Procházka, Magdaléna Kasparová, Mohammadreza Yadollahi, Oldrich Vysata, Lucie Grajciarová
Erratum to: Multi-camera systems use for dental arch shape measurement. Vis. Comput. 33 (5) (2017)
Ales Procházka, Hana Charvátová, Oldrich Vysata, Pavel Cejnar, Vladimír Marík
Multimodal breathing analysis in the evaluation of physical load. DSP (2017)
Jing Dong, Zi-Fa Han, Yuxin Zhao, Wenwu Wang, Ales Procházka, Jonathon A. Chambers
Sparse analysis model based multiplicative noise removal with enhanced regularization. Signal Process. 137 (2017)
Ales Procházka, Martin Schätz, Fabio Centonze, Jirí Kuchynka, Oldrich Vysata, Martin Valis
Extraction of breathing features using MS Kinect for sleep stage detection. Signal Image Video Process. 10 (7) (2016)
Ales Procházka, Martin Schätz, Oldrich Vysata, Martin Valis
Microsoft Kinect Visual and Depth Sensors for Breathing and Heart Rate Analysis. Sensors 16 (7) (2016)
Bahareh Langari, Saeed Vaseghi, Ales Procházka, Babak Vaziri, Farzad Tahmasebi Aria
Edge-Guided Image Gap Interpolation Using Multi-Scale Transformation. IEEE Trans. Image Process. 25 (9) (2016)
Ales Procházka, Oldrich Vysata, Martin Schätz, Hana Charvátová, Carmen Paz Suárez Araujo, Oana Geman, Vladimír Marík
Video processing and 3D modelling of chest movement using MS Kinect depth sensor. IWCIM (2016)
Martin Schätz, Ales Procházka, Ondrej Tupa, Oldrich Vysata, Vojtech Sedlak
Face movement analysis with MS Kinect. IWCIM (2016)
Ondrej Tupa, Oldrich Vysata, Ales Procházka, Ondrej Dostal, Martin Schätz
Kinect V2 as a tool for stroke recovery: Pilot study of motion scale monitoring. IWCIM (2016)
Ales Procházka, Oldrich Vysata, Martin Valis, Ondrej Tupa, Martin Schätz, Vladimír Marík
Bayesian classification and analysis of gait disorders using image and depth sensors of Microsoft Kinect. Digit. Signal Process. 47 (2015)
Fabio Centonze, Martin Schätz, Ales Procházka, Jirí Kuchynka, Oldrich Vysata, Pavel Cejnar, Martin Valis
Feature extraction using MS Kinect and data fusion in analysis of sleep disorders. IWCIM (2015)
Ales Procházka, Magdaléna Kasparová, Mohammadreza Yadollahi, Oldrich Vysata, Lucie Grajciarová
Multi-camera systems use for dental arch shape measurement. Vis. Comput. 31 (11) (2015)
Oana Geman, Saeid Sanei, Hariton-Nicolae Costin, Konstantinos Eftaxias, Oldrich Vysata, Ales Procházka, Lenka Lhotská
Challenges and trends in Ambient Assisted Living and intelligent tools for disabled and elderly people. IWCIM (2015)
Martin Schätz, Fabio Centonze, Jirí Kuchynka, Ondrej Tupa, Oldrich Vysata, Oana Geman, Ales Procházka
Statistical recognition of breathing by MS Kinect depth sensor. IWCIM (2015)
Mohammadreza Yadollahi, Ales Procházka, Magdaléna Kasparová, Oldrich Vysata
The use of combined illumination in segmentation of orthodontic bodies. Signal Image Video Process. 9 (1) (2015)
Mohammadreza Yadollahi, Ales Procházka, Magdaléna Kasparová, Oldrich Vysata
Separation of overlapping dental objects using normal vectors to image region boundaries. IWCIM (2015)
Hana Charvátová, Ales Procházka, Saeed Vaseghi, Oldrich Vysata, Dagmar Janácová, Ondrej Liska
Physiological and GPS data fusion. IWCIM (2015)
Ales Procházka, Oldrich Vysata, Martin Valis, Ondrej Tupa, Martin Schätz, Vladimír Marík
Use of the image and depth sensors of the Microsoft Kinect for the detection of gait disorders. Neural Comput. Appl. 26 (7) (2015)
Ales Procházka, Oldrich Vysata, Ondrej Tupa, Mohammadreza Yadollahi, Martin Valis
Discrimination of axonal neuropathy using sensitivity and specificity statistical measures. Neural Comput. Appl. 25 (6) (2014)
Ales Procházka, Martin Schätz, Ondrej Tupa, Mohammadreza Yadollahi, Oldrich Vysata, M. Walls
The MS kinect image and depth sensors use for gait features detection. ICIP (2014)
Ales Procházka, Saeed Vaseghi, Mohammadreza Yadollahi, Ondrej Tupa, Jan Mares, Oldrich Vysata
Remote physiological and GPS data processing in evaluation of physical activities. Medical Biol. Eng. Comput. 52 (4) (2014)
Petr Tichavský, Honza Cernocký, Ales Procházka
General chair's message. ICASSP (2011)
Ales Procházka, Oldrich Vysata, Magdaléna Kasparová, Tatjana Dostálová
Wavelet transform in biomedical image segmentation and classification. ISPA (2011)
Oldrich Vysata, Ales Procházka, Jaromír Kukal
Fluctuation of complex wavelet coefficients amplitude correlation in EEG. DPS (2009)
Eva Hostalkova, Ales Procházka, Martina Mudrová, Alena Michalcova
Microscopic texture components classification for image segmentation. EUSIPCO (2009)
Eva Hostalkova, Oldrich Vysata, Ales Procházka
Multi-Dimensional Biomedical Image De-Noising using Haar Transform. DSP (2007)
Ales Procházka, Irena Sindelárová, Jirí Ptácek
Image de-noising and restoration using wavelet transform. ECC (2003)
Ales Procházka, Magdaléna Kolinová, Jaroslav Fiala, Pavel Hampl, Karel Hlavaty
Satellite image processing and air pollution detection. ICASSP (2000)
Ales Procházka, Magdaléna Kolinová, Jaroslav Stríbrský
Signal segmentation using time-scale signal analysis. EUSIPCO (1998)
Ales Procházka, Jonathan Smith
Multichannel time-series modelling and prediction by wavelet networks. EUSIPCO (1996)