Zespół realizuje prace dotyczące kodowania, składowania i przesyłania informacji multimedialnych oraz integracji platform multimedialnych. Prace badawcze ogniskują się na kodowaniu obrazów statycznych i ruchomych dla zastosowań w systemach czasu rzeczywistego, w tym w transmisjach z gwarancją jakości usług w sieciach komputerowych i telekomunikacyjnych. Prowadzone są również prace nad strukturą multimedialnych baz danych, a w szczególności nad ich indeksowaniem i przeszukiwaniem. Wyniki prac są wykorzystywane do projektowania internetowych serwisów multimedialnych z różnymi typami usług (na żądanie, telekonferencyjne, itp.), tworzenia systemów elektronicznego nauczania oraz w dedykowanych, sprzętowych systemach czasu rzeczywistego.
Kierownik:
Członkowie zespołu:
2020
.
2020. Anomaly detection in hyperspectral remote sensing images. Hyperspectral Remote Sensing: Theory & Applications.
.
2020. DGHNL: A new deep genetic hierarchical network of learners for prediction of credit scoring. Elsevier, Information Sciences. 516:401-418.
.
2020. Developing a corporate social responsibility framework for sustainable construction using partial least squares structural equation modeling. Technological and Economic Development of Economy. 26:186–212.
.
2020. A mixed solution-based high agreement filtering method for class noise detection in binary classification. Elsevier, Physica A: Statistical Mechanics and its Applications. :124219.
.
2020. Ensemble residual network-based gender and activity recognition method with signals. Springer, The Journal of Supercomputing. 76(2020):2119–2138.
.
2020. Association between work-related features and coronary artery disease: A heterogeneous hybrid feature selection integrated with balancing approach. Elsevier, Pattern Recognition Letters. 133:33-40.
.
2020. ResNet‐Attention model for human authentication using ECG signals. Wiley, Expert Systems. :e12547.
.
2020. Clustering of designers based on building information modeling event logs. Computer-Aided Civil and Infrastructure Engineering. n/a
.
2020. On transient queue-size distribution in a finite-buffer model with threshold waking and early setup policy. Performance Evaluation. 140-141
.
2020. Hybrid genetic‐discretized algorithm to handle data uncertainty in diagnosing stenosis of coronary arteries. Wiley, Expert Systems.
2019
.
2019. A Spatial-Spectral Disagreement-Based Sample Selection With an Application to Hyperspectral Data Classification. IEEE Geoscience and Remote Sensing Letters. 16:467-471.
.
2019. Human dynamics in near-miss accidents resulting from unsafe behavior of construction workers. Physica A: Statistical Mechanics and its Applications. 530:121495.
.
2019. Construction automation and robotics for high-rise buildings over the past decades: A comprehensive review. Advanced Engineering Informatics. 42:100989.
.
2019. Unsupervised deep learning approach to hyperspectral anomaly detection. PP-RAI'2019.
.
2019. A non-centralized adaptive method for dynamic planning of construction components storage areas. Advanced Engineering Informatics. 39:80-94.
.
2019. Excavation Safety Modeling Approach Using BIM and VPL. Advances in Civil Engineering. 2019
.
2019. Process-Based Identification of Critical Factors for Residual Value Risk in China's Highway PPP Projects. Advances in Civil Engineering. 2019
.
2019. Examining sustainability indicators of space management in elderly Facilities—a case study in China. Journal of cleaner production. 208:144–159.
.
2019. Modeling face reliability in tunneling: A copula approach. Computers and Geotechnics. 109:272–286.
.
2019. Hybrid recommendation approach for behavior modification in the Chinese construction industry. Journal of Construction Engineering and Management. 145:04019035.
.
2019. Operation performance measurement of public rental housing delivery by PPPS with fuzzy-AHP comprehensive evaluation. International Journal of Strategic Property Management. 23:328–353.
.
2019. Visibility graph analysis on time series of shield tunneling parameters based on complex network theory. Tunnelling and Underground Space Technology. 89:10–24.
.
2019. Simulation-based dynamic adjustments of prices and subsidies for transportation PPP projects based on stakeholders’ satisfaction. Transportation. 46:2309–2345.
.
2019. Optimal Strategy to Mitigate Tunnel-Induced Settlement in Soft Soils: Simulation Approach. Journal of Performance of Constructed Facilities. 33:04019058.
.
2019. Structural health monitoring and assessment using wavelet packet energy spectrum. Safety Science. 120:652–665.
.
2019. Towards Real-Time Heartbeat Classification: Evaluation of Nonlinear Morphological Features and Voting Method. MDPI, Sensors. 23(19):5079.
2018
.
2018. Application of hyperspectral imaging and Machine Learning methods for the detection of gunshot residue patterns. Forensic Science International. 290
.
2018. Band selection with Higher Order Multivariate Cumulants for small target detection in hyperspectral images. arXiv:1808.03513v1.
.
2018. Adaptive, Hubness-Aware Nearest Neighbour Classifier with Application to Hyperspectral Data. Computer and Information Sciences.
.
2018. Matrix and Tensor-Based Approximation of 3D Face Animations from Low-Cost Range Sensors. Computer and Information Sciences.
.
2018. Automatic pigment identification from hyperspectral data. Journal of Cultural Heritage. 31:1-12.
2017
.
2017. Quantum hidden Markov models based on transition operation matrices. Quantum Information Processing. 16:101.
.
2017. Optimization strategies to eliminate interface conflicts in complex study chains of construction projects. Journal of Civil Engineering and Management. 23(6):712-726.
.
2017. A Market Equilibrium Supply Chain Model for Supporting Self-Manufacturing or Outsourcin Decisions in Prefabricated Construction. Sustainability . 9(11):1-18.
.
2017. An improved Dempster–Shafer approach to construction safety risk perception. Knowledge-Based Systems. 132:30-46.
.
2017. Characterizing time series of near-miss accidents in metro construction via complex network theory. Safety Science. 98:145-158.
.
2017. Risk-based estimate for operational safety in complex projects under uncertainty,. Applied Soft Computing. 54:108–120.
.
2017. Identifying Critical Factors Influencing the Rents of Public Rental Housing Delivery by PPPs: The Case of Nanjing. Sustainability. 9(3):1-22.
2016
.
2016. Parameter Estimation for HOSVD-based Approximation of Temporally Coherent Mesh Sequences. Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications.
.
2016. Semi-supervised hyperspectral classification from a small number of training samples using a co-training approach. ISPRS Journal of Photogrammetry and Remote Sensing. 121:60-76.
.
2016. Towards a Fuzzy Bayesian Network Based Approach for Safety Risk Analysis of Tunnel-Induced Pipeline Damage. Risk Analysis. 36:278–301.
.
2016. Reliability performance of wireless sensor networks for civil infrastructure – Part II: prediction and verification. Journal of Civil Engineering and Management. 22:243-253.
.
2016. Bim-Based Risk Identification System in tunnel construction. Journal of Civil Engineering and Management. 22:529-539.
.
2016. Two Stage SVM Classification for Hyperspectral Data. Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM.
.
2016. Performance of Interest Point Descriptors on Hyperspectral Images. Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 3: VISAPP.
2015
.
2015. Classification of LPG clients using the Hurst exponent and the correlation coeficient. Theoretical and Applied Informatics. 27(1):13–24.
.
2015. Experimental Evaluation of Selected Approaches to Covariance Matrix Regularization. Artificial Intelligence and Soft Computing. 9120:391-401.
.
2015. Developing a cloud model based risk assessment methodology for tunnel- induced damage to existing pipelines. Stochastic Environmental Research and Risk Assessment. 29(2):513-526.
.
2015. Conservation of historical buildings in tunneling environments: Case study of Wuhan Metro construction in China. Construction and Building Materials. 82:310-322.
.
2015. How to protect historical buildings against tunnel-induced damage: A case study in China. . Journal of Cultural Heritage. 16(6):904-911.
.
2015. Prospective safety performance evaluation on construction sites. Accident Analysis & Prevention. 78:58-72.
.
2015. A Dynamic Decision Approach for Risk Analysis in Complex Projects. Journal of Intelligent & Robotic Systems. 79(3-4):591-601.
.
2015. A dynamic Bayesian network based approach to safety decision support in tunnel construction. Reliability Engineering and System Safety. 134:157–168.
.
2015. Dynamic risk analysis for adjacent buildings in tunneling environments: a Bayesian network based approach. Stochastic Enveronmental Research and Risk Assessment. 29:1447–1461.
.
2015. Information and communication technology applications in architecture, engineering, and construction organizations: a 15 year review. Journal of Management in Engineering. 31
2014
.
2014. Dimensionality reduction of dynamic animations using HO-SVD. Lecture Notes in Artificial Intelligence. 8467:757–768.
.
2014. Surface Mixture Models for the Optimization of Object Boundary Representation. Artificial Intelligence and Soft Computing, Lecture Notes in Computer Science 8467. :703–714.
.
2014. Natural hand gestures for human identification in a Human-Computer Interface. Image Processing Theory Tools and Applications (IPTA), 2014 4th International Conference on. :404–409.
.
2014. Towards a safety management approach for adjacent buildings in tunneling environments: Case study in China. Building and Environment. 75:222–235.
.
2014. Safety management in tunnel construction: Case study of Wuhan metro construction in China. Safety Science. 62:8–15.
.
2014. A probabilistic approach for safety risk analysis in metro construction. Safety Science. 63:8–17.
.
2014. Bayesian-network-based safety risk analysis in construction project. Reliability Engineering and System Safety. 131:29–39.
.
2014. Web-based real time bridge scour monitoring system for disaster management.. Baltic Journal of Road and Bridge Engineering. 9:17–25.
.
2014. Information and communication technology applications in architecture, engineering, and construction organizations: A 15-years review.. Journal of Management in Engineering. 31
.
2014. Organizational governance to integrate sustainability project: a case study.. Technological and Economic Development of Economy. 20:1–24.
.
2014. The survey of subjective and objective method for quality assessment of 2D and 3D images. Theoretical and Applied Informatics. 26:39–67.
2013
.
2013. Aplikacje Sieci Świadomej Treści. Inżynieria Internetu przyszłości część 2.
.
2013. Compression of animated 3D models using HO-SVD. arXiv:1310.1240.
.
2013. A novel model for risk assessment of adjacent buildings in tunneling environments. Building and Environment. 65:185–194.
.
2013. Decision support analysis for safety assurance in metro construction base on Fuzzy Bayesian Networks. Proceedings of the Creacive Construction 2013. :896–909.
.
2013. Dimensionality Reduction of Dynamic Mesh Animations Using HO-SVD. Journal of Artificial Intelligence and Soft Computing Research. 3:277–289.
2012
.
2012. Human – Computer Systems Interaction: Backgrounds and Applications 2. Advances in Intelligent and Soft Computing. 98
.
2012. Do we need complex models for gestures? A comparison of data representation and preprocessing methods for hand gesture recognition Artificial Intelligence and Soft Computing Lecture Notes in Computer Science 7267. :477–485.
.
2012. Aplikacje sieci świadomej treści. Przegląd telekomunikacyjny. :1491–1502.
.
2012. Estimation of the number of states for gesture recognition with Hidden Markov Models based on the number of critical points in time sequence. Pattern Recognition Letters.
.
2012. Choosing and Modeling the Hand Gesture Database for a Natural User Interface. Gesture and Sign Language in Human-Computer Interaction and Embodied Communication.
2011
.
2011. The Effect of Multiple Training Sequences on HMM Classification of Motion Capture Gesture Data. Computer Recognition Systems. 4:365–373.
.
2011. Virtual Museum as an Example of 3D Content Distribution in the Architecture of a Future Internet. Computer Networks 2011. Communications in Computer and Information Science 160.. :459–464.
.
2011. Eigengestures for natural human computer interface. Man-Machine Interactions 2. :49–56.
.
2011. Nowe media i Internet 3D. Przegląd telekomunikacyjny. :1029–1036.
.
2011. Aplikacje w Projekcie Inżynieria Internetu Przyszłości. Przegląd telekomunikacyjny. :982–989.
.
2011. Gesture data modeling and classification based on critical points approximation. Advances in Intelligent and Soft Computing, 2011, Volume 95, Computer Recognition Systems 4,. 95:365–373.
.
2011. Choosing and modeling hand gesture database for natural user interface. GW 2011: the 9th International Gesture in Embodied Communication and Human-Computer InteractionWorkshop.
.
2011. Unsupervised Parameter Selection for Gesture Recognition with Vector Quantization and Hidden Markov Models. Lecture Notes in Computer Science, Human-Computer Interaction – INTERACT. 6949
2010
.
2010. Optimization of a Vector Quantizer's Quality for 3D Mesh Applications. Theoretical and Applied Informatics. 22:131–140.
.
2010. Progressive 3D meshes transmission: traffic generating and simulation evaluation. Theoretical and Applied Informatics. 22:247–259.
2009
.
2009. 3D Mesh Approximation Using Vector Quantization. Advances in Soft Computing. 57/2009:71–78.
.
2009. 3D Mesh Identification Using Random Walks and Hidden Markov Models. Image Processing & Communications Challenges. :302–308.
.
2009. Internet – Technical Development and Appplications. Advances in Intelligent and Soft Computing. 64
.
2009. Adaptive Streaming of Stereographic Video. Computer Networks – Communications in Computer and Information Science, Springer. 39:87–94.
.
2009. IMAGE CODING WITH CONTOURLET / WAVELET TRANSFORMS AND SPIHT ALGORITHM:AN EXPERIMENTAL STUDY. proc. of IMAGAPP 2009, International Conference on Imaging Theory and Applications, Lisboa, Portugal, 2009..
.
2009. Detection of interest points on 3D data: extending the Harris operator. 6th International Conference on Computer Recognition Systems.
.
2009. Interaktywna kinezyterapia dzieci z płaskostopiem. Aktualne Problemy Biomechaniki. :211–214.
.
2009. Laboratory for the exploration of virtual 3D environments. Annual Report 2009. :57–59.
2008
.
2008. Transmission of scalable video streams. Proceedings from the 4th Euro-NGI Workshop on New trends in network architectures and services.
.
2008. Experimental rate distortion analysis of image coder with contourlet transform and SPIHT algorithm. Theoretical and Applied Informatics.
2007
.
2007. Context selection for efficient bit modeling of contourlet transform coefficients. Theoretical and Applied Informatics. 19:135–146.
.
2007. Image Language Terminal Symbols from Feature Analysis. IEEE International Workshop on Imaging Systems and Techniques – IST.
.
2007. Computer Recognition Systems 2.
2006
2005
.
2005. Analysis of fGn and http requests traces using localized multiscale H parameter estimation. Symposium on Applications & The Internet.
.
2005. Modeling Connection State with Kernel PCA. 2nd EuroNGI Workshop on New Trends in Modeling, Quantitative Methods and Measurements.
2004
.
2004. Developing an Internet XML application exploiting directory services. Archiwum Informatyki Teoretycznej i Stosowanej. 16:135–149.
2002
.
2002. Relations between ATM traffic parameters and quality of multimedia transmission - an experimental approach. Journal of Telecommunications and Information Technology. 2
.
2002. Kształtowanie ruchu w routerach pracujących w systemie Linux. Studia Informatica. 23
.
2002. Modelowanie stacji roboczych w sieci ATM przy użyciu symulatora OMNeT++. Studia Informatica. 23
2001
.
2001. Transmisje strumieni MPEG-2 z wykorzystaniem usługi CBR sieci ATM. Studia Informatica. 22
.
2001. Samopodobny charakter natężenia ruchu w sieciach komputerowych. Studia Informatica. 22
.
2001. A tool for network traffic generation and transmission delay measurement. Proceedings of 8th Polish Teletraffic Symposium.
2000
.
2000. Biblioteka sygnalizacyjna dla programowego zestawiania połączeń w heterogenicznym środowisku sieci ATM. Studia Informatica. 1
.
2000. Sieci prywatne oparte na technologii ATM. Studia Informatica. 1
1999
.
1999. Pilotowe rozwiązania multimedialne w oparciu o ATM w IITiS PAN. Konferencja POLMAN.
.
1999. Laboratoryjne metody badania sieci ATM. Zeszyty Naukowe Pol. Śl. Informatyka. 36
1998
.
1998. Wykorzystanie technologii ATM w sieciach lokalnych. Zeszyty Naukowe Pol. Śl. Informatyka. 34
1997
.
1997. Sieci lokalne - elementy projektowania. Archiwum Informatyki Teoretycznej i Stosowanej. 9:163–181.
.
1997. Systemy komunikacyjne w automatyzacji procesów wytwarzania. Konferencja Automatyzacja produkcji '97.
.
1997. Szybkie sieci lokalne oparte na standardach Fast Ethernet i 100VG-AnyLAN. Zeszyty Naukowe Pol. Śl. Informatyka. 32
1995
.
1995. Uniwersalny instalator programów.
