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Dive into the research topics where Henryk Madura is active.

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Featured researches published by Henryk Madura.


Proceedings of SPIE | 2010

The calibration stand for thermal camera module with infrared focal plane array

Tomasz Sosnowski; Grzegorz Bieszczad; Henryk Madura; Mariusz Kastek; Krzysztof Firmanty

In areas like military systems, surveillance systems, or industrial process control, more and more often there is a need to operate in limited visibility conditions or even in complete darkness. In such conditions vision systems can benefit by using thermal vision cameras. In thermal imaging an infrared radiation detector arrays are used. Contemporary infrared detector arrays suffers from technological imprecision which causes that the response to uniform radiation results in nonuniform image with superimposed fixed pattern noise (FPN). In order to compensate this noise there is a need to evaluate detectors characteristics like responsivity and offset of every detector in array. Some of the detectors in cooled detector arrays can be also defective. Signal from defective pixels has to be in such system replaced. In order to replace defective pixels, there is a need to detect them. Identification of so-called blinking pixels needs long time measurement, which in designed calibration stand is also possible. The paper presents the design of infrared detector array measurement stand allowing measurement of mentioned parameters. Measurement stand was also used to evaluate temporal noise of infrared detection modules. In article there is a description of optical system design and parameters of used reference blackbodies. To capture images from camera modules a specially designed digital image interface was used. Measurement control and calculations were made in specially written IRDiag software. Stand was used to measure parameters for cameras based on cooled focal plane arrays from Sofradir. Results of two-point nonuniformity correction are also presented.


Proceedings of SPIE | 2010

Adaptable infrared image processing module implemented in FPGA

Grzegorz Bieszczad; Tomasz Sosnowski; Henryk Madura; Mariusz Kastek; Jarosław Bareła

Rapid development of infrared detector arrays caused a need to develop robust signal processing chain able to perform operations on infrared image in real-time. Every infrared detector array suffers from so-called nonuniformity, which has to be digitally compensated by the internal circuits of the camera. Digital circuit also has to detect and replace signal from damaged detectors. At the end the image has to be prepared for display on external display unit. For the best comfort of viewing the delay between registering the infrared image and displaying it should be as short as possible. That is why the image processing has to be done with minimum latency. This demand enforces to use special processing techniques like pipelining and parallel processing. Designed infrared processing module is able to perform standard operations on infrared image with very low latency. Additionally modular design and defined data bus allows easy expansion of the signal processing chain. Presented image processing module was used in two camera designs based on uncooled microbolometric detector array form ULIS and cooled photon detector from Sofradir. The image processing module was implemented in FPGA structure and worked with external ARM processor for control and coprocessing. The paper describes the design of the processing unit, results of image processing, and parameters of module like power consumption and hardware utilization.


Optics and Photonics for Counterterrorism and Crime Fighting VI and Optical Materials in Defence Systems Technology VII | 2010

Digital image processing in high resolution infrared camera with use of programmable logic device

Tomasz Sosnowski; Grzegorz Bieszczad; Mariusz Kastek; Henryk Madura

In article a digital system for high resolution infrared camera control and image processing is described. The camera is built with use of bolometric focal plane array of size 640 by 480 detectors. Single detector in array has size of 25 μm and can detect incident radiation from the spectral range of 8÷12 μm thanks to the special filter installed in specially designed entrance window. The most important tasks of infrared image processing system are array readout and correction of detectors offset and responsivity variations. The next tasks of the system are conversion of analog voltage signals from microbolometers in array to digital form and then composition of a thermal image. Microbolometer array needs to be controlled via several signals. The signal generator for readout circuit is capable of changing various timing parameters like frame rate or integration time of the detector array. The changes in these parameters can be done via special set of memory mapped registers. The infrared data received from detector array is transferred via data bus to modules performing image processing, for example techniques for image enhancement. Image processing algorithms necessary for infrared image generation are nonuniformity correction, bad pixel replacement and radiometric calibration. Optionally an additional image processing techniques can be performed like edge enhancement, dynamic range compression or object identification. The elaborated architecture of the system allowed easy change of parameters of the system and to adopt many new algorithms without significant hardware changes. Scientific work funded from science fund for years 2009-2011 as a development project.


International Symposium on Photoelectronic Detection and Imaging 2011: Advances in Infrared Imaging and Applications | 2011

Construction, parameters, and research results of thermal weapon sight

Tomasz Sosnowski; Henryk Madura; Grzegorz Bieszczad; Mariusz Kastek; Krzysztof Chmielewski

The paper presents the thermal sight for small arms weapons, which can be classified as 3rd gen thermal camera. The sight operates in LWIR (long wave infrared) spectra band and utilizes uncooled microbolometer focal plane array (FPA) with stabilized temperature (by means of Peltier module). The assumed technical and tactical characteristics of the presented sight were confirmed during laboratory test (including climate and vibration tests). The sight was also tested during field trials conducted at Military Institute of Armament Technology, where it was mounted on seven different weapon types with calibers from 5.56 to 12.7 mm.


Proceedings of SPIE | 2011

Image processing module for high-speed thermal camera with cooled detector

Grzegorz Bieszczad; Tomasz Sosnowski; Henryk Madura; Mariusz Kastek; Jarosław Bareła

Infrared cameras are used in various military applications for early detection and observation. In applications where very fast image acquisition is needed the so called cooled detectors are used. Cooled detectors are a kind of detectors that demands cryogenic cooling, but in return provide exceptional performance and temperature sensitivity with low integration times. These features predestinate cooled detectors for special purposes like airborne systems, where fast and precise infrared radiation measurement is needed. Modern infrared cooled detector arrays like HgCdTe Epsilon detector from Sofradir with spectral range of 3.5μm-5μm can provide high frame rate reaching 140Hz with full frame readout. Increasing frame rates of cooled infrared detectors demands fast and efficient image processing modules for necessary operations like nonuniformity correction, bad pixel replacement and visualization. For that kind of detector array a fast image processing module was developed. The module is made of two separate FPGA modules and configuration processor. One FPGA was responsible for infrared data processing, and was performing nonuniformity correction, bad pixel replacement, linear and nonlinear filtering in spatial domain and dynamic range compression. Second FPGA was responsible for interfacing infrared data stream to standard video interfaces. It was responsible for frame rate conversion, image scaling and interpolation, and controlling ASICs for video interface realization. Both FPGAs use several external resources like SRAM and DRAM memories. The input interface was developed to connect with Epsilink board which is a standard proximity board provided by Sofradir for this kind of detector. The image processing chain is capable of performing real-time processing on data stream of volume up to about 40 Megapixels per second.


International Symposium on Photoelectronic Detection and Imaging 2011: Advances in Infrared Imaging and Applications | 2011

Improved sum-of-squared-differences tracking algorithm for thermal vision systems

Grzegorz Bieszczad; Tomasz Sosnowski; Henryk Madura

A modification of Sum-of-Squared-Differences algorithm is proposed to improve tracking efficiency of small objects in infra-red image sequences. The reason to use SSD algorithm is its better performance in tracking small objects, than in model based tracking algorithms. However traditional Sum-of-Squared-Differences (SSD) algorithm is sensitive to partial or full occlusions, background clutter and changes in object appearance. To increase immunity to this kind of noises the modification in model update procedure was developed. The experimental results illustrate that the proposed modification to SSD algorithm can improve overall algorithm performance in infrared operation. The paper describes the Sum-of-Squared Differences algorithm and its principal features in tracking objects on thermal image sequences. Next modification to SSD algorithm is described. Finally the experimental results are presented with comparison between traditional and modified SSD algorithm.


Studies in computational intelligence | 2013

Thermal Camera for Autonomous Mobile Platforms

Grzegorz Bieszczad; Michał Krupiński; Henryk Madura; Tomasz Sosnowski

Unmanned Aerial Vehicles (UAVs) have found many applications, both civilian and military. They can be used by armed forces, police, border guard, customs office, search and rescue units but also in scientific research, power and civil engineering and environmental monitoring. However, regardless of actual application, there is always a requirement for an observation system capable of providing visual data in low light, harsh weather conditions and during nighttime. In the paper the construction of high resolution thermal camera is presented, fitted with microbolometer 640x480 focal plane array operating in 8÷12 μm spectral range. This lightweight and energy efficient device can be mounted onboard an UAV for observation, target detection and recognition in difficult weather and low light conditions and in low visibility situations caused by dust, smoke or fog. The described camera provides full day/night observation capability.


Proceedings of SPIE | 2011

Analysis of multispectral signatures of the shot

Mariusz Kastek; Rafał Dulski; Tadeusz Piątkowski; Henryk Madura; Jarosław Bareła; Henryk Polakowski

The paper presents some practical aspects of sniper IR signature measurements. Description of particular signatures for sniper shot in typical scenarios has been presented. We take into consideration sniper activities in the open area as well as in urban environment. The measurements were made at field test ground. High precision laboratory measurements were also performed. Several infrared cameras were used during measurements to cover all measurement assumptions. Some of the cameras are measurement-class devices with high accuracy and frame rates. The registrations were simultaneously made in UV, NWIR, SWIR and LWIR spectral bands. The infrared cameras have possibilities to install optical filters for multispectral measurement. An ultra fast visual camera was also used for visible spectra registration. Exemplary sniper IR signatures for typical situation were presented. LWIR imaging spectroradiometer HyperCam was also used during the laboratory measurements and field experiments. The signatures collected by HyperCam were useful for the determination of spectral characteristics of shot.


Electro-Optical and Infrared Systems: Technology and Applications IX | 2012

Determining the responsivity of microbolometer FPA using variable optical aperture stop

Grzegorz Bieszczad; Sławomir Gogler; Tomasz Sosnowski; Henryk Madura; Juliusz Kucharz; Alicja Zarzycka

Contemporary infrared detector arrays suffers from technological imprecision which causes that the response to uniform radiation results in nonuniform image with superimposed fixed pattern noise (FPN). In order to compensate this noise there is a need to evaluate detectors characteristics like responsivity and offset of every detector in array. In article the method of determining the responsivity of detectors in a microbolometer array is described. In the method geometrical and optical parameters of the detector array and the measurement system are taken into account. A special test bench was constructed and is consisting of: two precise surface black bodies, aperture limiter, an electronic interface for data acquisition and software for measurement and correction of results with optical parameters of the measuring stand taken into account. Constructed aperture limiter enables evaluation of optical paths in measurement stand with equivalent relative aperture F# from 0.5 to 16.1 In order to evaluate the impact of optical path to radiation distribution in the measurement system, special radiation model was elaborated and evaluated in Zemax software. Incident radiation intensity distribution on the detector surface was calculated using Monte-Carlo method for various parameters of the optical path in the measurement system. Calculated radiation maps were used to compensate radiation intensity nonuniformity of optical measurement system giving more precise responsivity evaluation of detector array parameters. The obtained values of voltage responsivity of the detectors in the array, can be used in algorithms like nonuniformity correction and radiometric calibration of the infrared camera. In article results of responsivity evaluation is presented for microbolometer infrared arrays from ULIS company (France).


Archive | 2018

Image Processing in Thermal Cameras

Tomasz Sosnowski; Grzegorz Bieszczad; Henryk Madura

In article a general description of thermographic camera structure is shown alongside with outline of signal processing operations in typical observational infrared camera. There are presented examples of digital image processing engine featuring flexible and fast implementation. There are presented also developed by authors detection and object tracking methods on thermographic video streams. Methods were tested and implemented in real life systems and experimentally verified. Based on these results, it turned out that a detection method is characterized by a high probability of detection at a relatively low probability of false alarm, and the method of tracking allows effective determination of the trajectory of moving objects in thermographic images.

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Tomasz Sosnowski

Military University of Technology in Warsaw

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Grzegorz Bieszczad

Military University of Technology in Warsaw

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Mariusz Kastek

Military University of Technology in Warsaw

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Tomasz Orżanowski

Military University of Technology in Warsaw

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B. Więcek

Lodz University of Technology

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Norbert Palka

Military University of Technology in Warsaw

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Vasiiis Chatziathanassiou

Aristotle University of Thessaloniki

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