TY - JOUR A1 - Thoma, Andreas A1 - Ravi, Sridhar T1 - Significance of parallel computing on the performance of Digital Image Correlation algorithms in MATLAB N2 - Digital Image Correlation (DIC) is a powerful tool used to evaluate displacements and deformations in a non-intrusive manner. By comparing two images, one of the undeformed reference state of a specimen and another of the deformed target state, the relative displacement between those two states is determined. DIC is well known and often used for post-processing analysis of in-plane displacements and deformation of specimen. Increasing the analysis speed to enable real-time DIC analysis will be beneficial and extend the field of use of this technique. Here we tested several combinations of the most common DIC methods in combination with different parallelization approaches in MATLAB and evaluated their performance to determine whether real-time analysis is possible with these methods. To reflect improvements in computing technology different hardware settings were also analysed. We found that implementation problems can reduce the efficiency of a theoretically superior algorithm such that it becomes practically slower than a suboptimal algorithm. The Newton-Raphson algorithm in combination with a modified Particle Swarm algorithm in parallel image computation was found to be most effective. This is contrary to theory, suggesting that the inverse-compositional Gauss-Newton algorithm is superior. As expected, the Brute Force Search algorithm is the least effective method. We also found that the correct choice of parallelization tasks is crucial to achieve improvements in computing speed. A poorly chosen parallelisation approach with high parallel overhead leads to inferior performance. Finally, irrespective of the computing mode the correct choice of combinations of integerpixel and sub-pixel search algorithms is decisive for an efficient analysis. Using currently available hardware realtime analysis at high framerates remains an aspiration. Y1 - 2019 SP - 1 EP - 17 ER - TY - PAT A1 - Berndt, Heinz A1 - Höcker, Hartwig A1 - Kuropka, Rolf A1 - Kinkel, Joachim T1 - Silane coated inorganic materials for chromatography : United States Patent Y1 - 1991 PB - [The United States Patent and Trademark Office] CY - [Alexandria, VA u.a.] ER - TY - JOUR A1 - Schöning, Michael Josef A1 - Kloock, Joachim P. A1 - Knobbe, D.-T. A1 - Räde, J. A1 - Keusgen, M. T1 - Silicon field-effect biosensor for cyanide detection JF - Technical digest of the 10th International Meeting on Chemical Sensors, July 11 - 14, 2004, Tsukuba, Japan / Japan Association of Chemical Sensors Y1 - 2004 N1 - Chemical sensors ; 20.2004 Suppl. B. IMCS ; (10, 2004, Tsukuba) ; International Meeting on Chemical Sensors ; (10 : ; 2004.07.11-14 : ; Tsukuba) SP - 98 EP - 99 PB - Japan Association of Chemical Sensors CY - Fukuoka ER - TY - JOUR A1 - Schöning, Michael Josef T1 - Silicon recognizes biochemical parameters: Microchips for analytical sensor applications JF - American Laboratory. 32 (2000), H. 16 Y1 - 2000 SN - 0044-7749 SP - 24 EP - 31 ER - TY - JOUR A1 - Schöning, Michael Josef T1 - Silicon-based biochemical sensors JF - CNI - The Center of Nanoelectronic Systems for Information Technology Y1 - 2003 SP - 165 EP - 170 PB - Foschungszentrum Jülich ER - TY - CHAP A1 - Poghossian, Arshak A1 - Schöning, Michael Josef T1 - Silicon-based chemical and biological field-effect sensors T2 - Encyclopedia of Sensors. Vol. 9 S - Sk Y1 - 2006 SN - 1-58883-065-9 SP - 463 EP - 534 PB - ASP, American Scientific Publ. CY - Stevenson Ranch, Calif. ER - TY - JOUR A1 - Schöning, Michael Josef A1 - Poghossian, Arshak T1 - Silicon-based field-effect devices for (bio-)chemical sensing JF - International Conference on Advanced Semiconductor Devices and Microsystems, 2008. ASDAM 2008 Y1 - 2008 SN - 978-1-4244-2325-5 SP - 31 EP - 38 CY - Smolenice, Slovakia ER - TY - JOUR A1 - Schöning, Michael Josef A1 - Poghossian, Arshak T1 - Silicon-based field-effect devices with nanostructured surfaces for bio-/chemical sensing JF - Semiconductor micro- and nanoelectronics : Proceedings of the Seventh International Conference , Tsakhcadzor, Armenia July 3-5 2009 Y1 - 2009 SP - 51 EP - 53 ER - TY - JOUR A1 - Schöning, Michael Josef T1 - Silicon-based field-effect structures – From dielectrics to bioelectronics JF - Dielectrics in emerging technologies : proceedings of the international symposium ; [papers presented at the First International Symposium on Science and Technology of Dielectrics in Emerging Fields held from 27th April to 2nd May 2003 in Paris, France] / sponsoring divisions: Dielectric Science and Technology, Electronics. Ed.: D. Misra. Y1 - 2003 SN - 1-56677-346-6 N1 - International Symposium on Science and Technology of Dielectrics in Emerging Fields ; (1, 2003, Paris) SP - 31 EP - 37 PB - Electrochemical Society CY - Pennington, NJ ER - TY - JOUR A1 - Paulßen, Elisabeth A1 - Kückmann, Theresa A1 - Abram, Ulrich T1 - Silver(I) Complexes of 1,3-Dialkyl-4,5-dimethylimidazol-2-ylidenes and their Use as Precursors for the Synthesis of Rhenium(V) NHC Complexes JF - Zeitschrift für anorganische und allgemeine Chemie : ZAAC = Journal of inorganic and general chemistry Y1 - 2007 U6 - https://doi.org/10.1002/zaac.200700021 SN - 1521-3749 VL - 633 IS - 5-6 SP - 830 EP - 834 ER -