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:
Submitted
Hard hat wearing detection based on head keypoint localization. arXiv:2106.10944. .
Submitted.
2023
test#2. .
2023.
2022
Improving Autoencoder Training Performance for Hyperspectral Unmixing with Network Reinitialisation. 21st International Conference on Image Analysis and Processing. 13231 .
2022.
Discovering spatial-temporal patterns via complex networks in investigating COVID-19 pandemic in the United States. Sustainable Cities and Society. 77 .
2022.
Value Proposition for Enabling Construction Project Innovation by Applying Building Information Modeling. Computational Intelligence and Neuroscience. 2022 .
2022.
Energy-Aware Algorithm for Assignment of Relays in LPWAN. Transactions on Sensor Networks. .
2022.
2021
A dataset for evaluating blood detection in hyperspectral images. Forensic Science International. 320 .
2021.
Flexibility Analysis of Adaptive Data Rate Algorithm in LoRa Networks. IEEE IWCMC 2021 - 17th Int. Wireless Communications & Mobile Computing Conference. .
2021.
Artificial Intelligence in Construction Engineering and Management. Lecture Notes in Civil Engineering. 163:XI,263. .
2021.
Finicky transfer learning—A method of pruning convolutional neural networks for cracks classification on edge devices. Computer-Aided Civil And Infrastructure Engineering. 37(4) .
2021.
Towards Robust Cloud Detection in Satellite Images Using U-Nets. 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS. .
2021.
Green Building Construction Cost Surcharge: An Overview. Journal of Architectural Engineering. 27 .
2021.
Discovering optimal strategies for mitigating COVID-19 spread using machine learning: Experience from Asia. Sustainable cities and society. 75 .
2021.
Sustainable building material selection: An integrated multi-criteria large group decision making framework. Applied Soft Computing. 113, Part A .
2021.
Comprehensive analysis of state-of-the-art contractor selection models in construction environment-A critical review and future call. Socio-Economic Planning Sciences. .
2021.
Factors Affecting 3D Printing Technology Adaptation in Construction. Journal of Construction Engineering and Management. 147 .
2021.
A Review of Building Construction Cost Research: Current Status, Gaps and Green Buildings. Green Building & Construction Economics. .
2021.
The early warning system for determining the “not in My Back Yard” of heavy pollution projects based on public perception. Journal of Cleaner Production. 282 .
2021.
Wireless Sensor Network-Based Monitoring of Bridge Pile Foundations for Detecting Scouring Depth. Journal of Marine Science and Technology. 29 .
2021.
Advances in applicable deep-learning based defect detection. 2nd Workshop on Engineering Optimization – WEO 2021.
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2021.

A hybrid CNN-SVM approach with dynamic time warping for time series classification. 8th International Conference on Mathematics and Informatics. .
2021.
2020
Effective Training of Deep Convolutional Neural Networks for Hyperspectral Image Classification through Artificial Labeling. Remote Sensing. 12(16) .
2020.
Anomaly detection in hyperspectral remote sensing images. Hyperspectral Remote Sensing: Theory & Applications. .
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.
Clustering of designers based on building information modeling event logs. Computer-Aided Civil and Infrastructure Engineering. 35(7) .
2020.
On transient queue-size distribution in a finite-buffer model with threshold waking and early setup policy. Performance Evaluation. 140-141 .
2020.
Bid evaluation in civil construction under uncertainty: A two-stage LSP-ELECTRE III-based approach. Engineering Applications of Artificial Intelligence. 94:103835. .
2020.
BIM-enabled construction innovation through collaboration: a mixed-methods systematic review. Engineering, Construction and Architectural Management. .
2020.
Exploring driving factors of smart city development under the physical-human society-cyber (PHC) space model. International Journal of Construction Management. :1–11. .
2020.
Assessment of Terrorism Risk to Critical Infrastructures: The Case of a Power-Supply Substation. Applied Sciences. 10:7162. .
2020.
Blood Stain Classification with Hyperspectral Imaging and Deep Neural Networks. Sensors. 20(Recent Advances in Multi- and Hyperspectral Image Analysis) .
2020.
Comparison of the Surface Thermal Patterns of Horses and Donkeys in Infrared Thermography Images. Animals. 10(12):2201. .
2020.
Measuring value-added-oriented BIM climate in construction projects: dimensions and indicators. Journal of Civil Engineering and Management. 26:800–818.
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2020.

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.
Band selection with Higher Order Multivariate Cumulants for small target detection in hyperspectral images. PP-RAI'2019. :p.121. .
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.
2018
Application of hyperspectral imaging and Machine Learning methods for the detection of gunshot residue patterns. Forensic Science International. 290 .
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. .
2018.
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. .
2017.
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. .
2016.
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 .
2015.
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. .
2014.
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. .
2013.
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. .
2012.
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 .
2011.
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. .
2010.
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.
Modeling of Internet 3D Traffic Using Hidden Markov Models. 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. .
2009.
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. .
2008.
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. .
2007.
2006
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. .
2005.
2004
Developing an Internet XML application exploiting directory services. Archiwum Informatyki Teoretycznej i Stosowanej. 16:135–149. .
2004.
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 .
2002.
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. .
2001.
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 .
2000.
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 .
1999.
1998
Wykorzystanie technologii ATM w sieciach lokalnych. Zeszyty Naukowe Pol. Śl. Informatyka. 34 .
1998.
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 .
1997.
1995
Uniwersalny instalator programów. .
1995.