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Image Processing in Differential Digital
Accumulating dust on Charge-Coupled Device/Complementary Metal-oxide-Semiconductor (CCD/CMOS) sensors
can cause problems in detecting defects on observed object in some industrial production. This paper describes Differential
Digital Holography (DDH) and observed effect of cancelling the negative impact of dust on optical sensor. The laboratory
setup for recording digital holograms is described and shown graphically later in paper. Differential digital holography
method is presented step by step. Furthermore, negative effect of accumulating dust on CCD/CMOS sensor and cancelling
effect due to DDH method is explained. DDH method comprises of both hardware and software parts. Digital hologram
recording process takes place on hardware and all image, i.e., digital hologram, while processing is performed by intensive
calculations on processor. Experiments were conducted and graphical results are shown.
[1] Cheng C., Hwang W., Chen C., and Lai X., Efficient FPGA-Based Fresnel Transform Architecture for Digital Holography, Display Technology, vol. 10, no. 4, pp. 272-281, 2014.
[2] Cho C., Choi B., Kang H., and Lee S., Laplace Operation-Based DC Noise Reduction in Digital Holography, IEEE Photonics Technology Letters, vol. 25, no. 12, pp. 1188-1191, 2013.
[3] Gabor D., A New Microscope Principle, Nature, 1948.
[4] Gabor D., Microscopy by Recorded Wavefronts, in Proceedings of the Royal Society, London, pp. 454-487, 1949.
[5] Gao C., Zhou J., and Zhang W., Edge Detection Based on the Newton Interpolation s Fractional Differentiation, The International Arab Journal of Information Technology, vol. 11, no. 3, pp. 223-228, 2014.
[6] Hocenski . and Keser T., Failure Detection and Isolation in Ceramic Tile Edges Based on Contour Descriptor Analysis, in Proceedings of Mediterranean Conference on Control and Automation, Athens, 2007.
[7] Hocenski ., Keser T., and Baumgartner A., Simple and E cient Method for Ceramic Tile Surface Defects Detection, IEEE International Symposium on Industrial Electronics, Vigo, pp. 1606-1611, 2007.
[8] Hocenski ., Drlje S., and Keser T., Automatic Inspection of Defects in Plain and Texture Surfaces, in Proceedings of IEEE International Conference on Intelligent Engineering Systems, pp. 221-227, 2001.
[9] Huang Z., Liu G., Ren Z., and Zeng L., A Method of 3-D Object Recognition Based on Digital holography, in proceedings of 2nd International Symposium onElectronic Commerce and Security, Nanchang, pp. 96-99, 2009.
[10] Liu J., Song X., Huang M., and Wang H., Digital Holography used for Shape Measurement of Microscopic Object, International Conference on Measuring Technology and Mechatronics Automation, Hunan, pp. 58-61, 2009.
[11] Li X., Tang C., Zhu X., Li B., Wang L., and Yan X., Image/Video Encryption using Single Shot Digital Holography, Optics Communications, vol. 342, pp. 218-223, 2015.
[12] Marks D., Joonku H., Horisaki R., and Brady D., Computational Photography and Compressive Holography, IEEE International Conference Computational Photography, Cambridge, pp. 1- 8, 2010.
[13] McElhinney C., Digital Hologram Image Processing, PhD Thesis, National University of Ireland, Department of Computer Science, Maynooth, 2009.
[14] Nenadi K., Keser T., and Jovi F., Differential Digital Holography in Quality Control, Technical Gazette, vol. 18, no. 2, pp. 193-201, 2011.
[15] Nenadi K., Keser T., and Jovi F., Small Surface Defects Detection on Ceramic Tiles Using Digital Holography, in Proceedings of MIPRO, Opatija, pp. 33-35, 2007.
[16] Nenadi K., Novak I., Job J., Jovi F., and Jagnji , A Possibilty of Applying Differential Digital Holography in Manufacturing Process, in Proceedings of 48th International Symposium ELMAR- focused on Multimedia Signal Processing and Communications, Zadar, pp. 103-106, 2006.
[17] Nenadi K., Pe ut M., Jovi F., and Slavek N., Computer Simulation of Differential Digital Holography, Innovations and Advances in Computer Sciences and Engineering, pp. 255- 258, 2009.
[18] Ozsoy C., Boothroyd C., Dunin-Borkowski R., Van Aken P., and Koch C., Hybridization Approach to in-line and off-Axis (electron) Holography for Superior Resolution and Phase Sensitivity, Scientific Reports, 2014.
[19] Palacios F., Fonto O., Ricardo J., Palacios G., Muramatsu M., Soga D., Palacion D., Valin J., and Monroy F., Alternative Reconstruction Method and Object Analysis in Digital Holographic Microscopy, INTECH, 2011.
[20] Palevicius P., Ragulskis M., Palevicius A., and Ostasvicius V., Applicability of Time-Averaged Holography for Micro-Electro-Mechanical System Performing Non-Linear Oscillations, Sensors, vol. 14, no.1, pp. 1805-1821, 2014. Image Processing in Differential Digital Holography (DDH) 193
[21] Pan Y., Jia W., Yu J., Dobson K., Zhou C., Wang Y., and Poon T., Edge Extraction using a Time- varying Vortex Beam in Incoherent Digital Holography, Optics Letters, vol. 39, no. 14, pp. 4176-4179, 2014.
[22] Qiu P. and Gu J., Elimination of zero-order and Conjugate Images in Off-Axis Digital Holography, International Journal for Light and Electron Optics, vol. 125, no. 11, pp. 2652-2655, 2014.
[23] Potcoava M. and Kim M., Fingerprint Biometry Applications of Digital Holography and low- coherence Interferography, Applied Optics, vol. 48, no. 34, pp. 9-15, 2009.
[24] Schnars U. and Jueptner W., Digital Holography, Springer, 2005.
[25] Lee S., Kwon S., Chae H., Park J., Jong Kang H., and Kim J., Digital Hologram Generation for a Real 3D Object using by a Depth Camera, Journal of Physics: Conference Series, vol. 415, no. 1, pp. 1-6, 2013.
[26] Sheet A., El Sayed M., Maged M., Ismail M., Ali M., Hussien N., and Abdel-Mottleb T., 3D Computer Generated Medical Holograms using Spatial Light Modulators, Electrical Systems and Information Technology, vol. 1, no. 2, pp. 103- 108, 2014.
[27] Stoykova E., Kong H., and Park J., Twin-Image Problem in Digital Holography-A survey, Chinese Optics Letters, vol. 12, no. 6, pp. 060001-060023, 2014.
[28] Sun H., Benzie P., Burns N., Hendry D., Player M., and Watson J., Underwater Digital Holography for Studies of Marine Plankton, Philosophical Transaction of the Royal society A, vol. 366, pp. 1789-1806, 2008.
[29] Tahara T., Awatsuji Y., Nishio K., Ura S., Kubota T., and Matoba O., Quantitative Evaluation of Reconstructed Images of Parallel phase-shifting Digital Holographies, in proceedings of 2nd International Sympoium on Universal Communication, Osaka, pp. 441-446, 2008.
[30] Tonomura A., Electron Holography 2nd Edition, Springer Science and Business Media, 1999.
[31] Zhang W., Wang M., Zheng M., and Wu J., An Effective Approach to Removing Zero-Order Term Overlap and Controlling image Distortion in Digital off-Axis Holography, Optics Communications, vol. 356, pp. 589-594, 2015. Kre imir Nenadi obtained his BScE degree in electronics and automation engineering in 2000 from University of J.J. Strossmayer, Faculty of Electrical Engineering in Osijek, Croatia. He recieved his PhD degree at University of J.J. Strossmayer, Faculty of Electrical Engineering in Osijek in 2009. He is presently working as Assistant Professor in the Department of Software Engineering at Faculty of Electrical Engineering in Osijek and as Cisco CCNA instructor at local Cisco Academy of Network Technologies. He is having a total of 15 years of teaching experience in various programming courses. His research interests include digital holography, image processing, risk assessment in ICT systems, security in ICT systems, data clustering, C and Java programming, Android application development, web programming technologies and efficient laser beam treatment of different kind of seeds. He has published 10 papers in International and National Journals, about 20 papers in International Conferences and National Conferences. Tomislav Galba obtained his BScE degree in computer science in 2010 from University of J.J. Strossmayer, Faculty of Electrical Engineering in Osijek, Croatia. He is presently working as Junior Research Assistant in the Department of Software Engineering at Faculty of Electrical Engineering in Osijek. He is having a total of 5 years of teaching experience in various programming courses. His research interests include efficient algorithms and data structures, ontologies and transformation of ontologies in other data forms, C and Java programming, optimization algorithms. He has published 2 papers in International and National Journals and about 5 papers in International Conferences and National Conferences. Irena Gali obtained her BSc degree as a teacher of mathematics and computer science in 1999 from University of J.J. Strossmayer, Faculty of Education, Osijek, Croatia. She received her Master of Science degree at University of Saarland, Max Planck Institute, Saarbr cken, Germany. She received her PhD degree at University of J.J. Strossmayer, Faculty of Electrical Engineering in Osijek in 2011. She is presently working as Assistant Professor in the Department of Software Engineering at Faculty of Electrical Engineering in Osijek. She is having a total of 16 years of teaching experience in various courses. Her research interests include projective metric geometry, partial differential equations, discrete and numerical mathematics, signals and systems, algorithms and data structures, digital image and video processing, computer graphics, programming in C, graphics pipeline BMRT and OpenGL. She has published 6 papers in International and National Journals, about 16 papers in International Conferences and National Conferences.