Image Segmentation in Liquid Argon Time Projection Chamber Detector
作者： Piotr Płoński , Dorota Stefan , Robert Sulej , Krzysztof Zaremba
DOI: 10.1007/978-3-319-19324-3_54
关键词:
摘要: The Liquid Argon Time Projection Chamber (LAr-TPC) detectors provide excellent imaging and particle identification ability for studying neutrinos. An efficient automatic reconstruction procedures are required to exploit potential of this technology. Herein, a novel method segmentation images from LAr-TPC is presented. proposed approach computes feature descriptor each pixel in the image, which characterizes amplitude distribution its neighbourhood. supervised classifier employed distinguish between pixels representing particle’s track noise. trained evaluated on hand-labeled dataset. can be preprocessing step reconstructing algorithms working directly detector images.
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Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi, Maurits Diephuis, Rafał Scherer, Robust Face Recognition by Group Sparse Representation That Uses Samples from List of Subjects Artificial Intelligence and Soft Computing. pp. 616- 626 ,(2014) , 10.1007/978-3-319-07176-3_54
Carlo Rubbia, The Liquid Argon Time Projection Chamber: A New Concept for Neutrino Detectors ,(1977)
Tomasz Nowak, Marcin Gabryel, Marcin Korytkowski, Rafał Scherer, Comparing Images Based on Histograms of Local Interest Points international conference on parallel processing. pp. 423- 432 ,(2013) , 10.1007/978-3-642-55224-3_40
Rafał Grycuk, Marcin Gabryel, Marcin Korytkowski, Jakub Romanowski, Rafał Scherer, Improved Digital Image Segmentation Based on Stereo Vision and Mean Shift Algorithm international conference on parallel processing. pp. 433- 443 ,(2013) , 10.1007/978-3-642-55224-3_41
Robert Tibshirani, Trevor Hastie, Jerome H. Friedman, The Elements of Statistical Learning ,(2001)
Wayne Iba, Pat Langley, Induction of One-Level Decision Trees international conference on machine learning. pp. 233- 240 ,(1992) , 10.1016/B978-1-55860-247-2.50035-8
Andrew James Bennieston, Reconstruction techniques for fine-grained neutrino detectors University of Warwick. ,(2013)
H. Wang, K. Cieslik, A. Zalewska, A. Dabrowska, J. Lagoda, I. Kochanek, S. Mania, G. L. Raselli, D. Dequal, A. Scaramelli, F. Varanini, C. Montanari, D. Gibin, A. Fava, A. Guglielmi, P. Sala, X. Yang, P. Plonski, F. Sergiampietri, C. Farnese, K. Zaremba, A. Zani, M. Szarska, A. Rappoldi, C. Vignoli, G. Fiorillo, A. Menegolli, M. Nicoletto, M. Haranczyk, S. Centro, S. Ventura, F. Pietropaolo, A. Cesana, E. Calligarich, M. Torti, A. Dermenev, A. G. Cocco, G. Meng, P. Benetti, M. Terrani, R. Dolfini, M. Rossella, D. B. Cline, J. Holeczek, R. Sulej, F. Boffelli, C. Rubbia, J. Kisiel, E. Segreto, S. Otwinowski, A. Falcone, P. Picchi, A. Bubak, A. Ferrari, M. Kirsanov, D. Stefan, B. Baibussinov, M. Antonello, S. Gninenko, The trigger system of the ICARUS experiment for the CNGS beam arXiv: Instrumentation and Detectors. ,(2014) , 10.1088/1748-0221/9/08/P08003
T. Marrodán Undagoitia, C. Pistillo, G. G. Raffelt, F. von Feilitzsch, J. Maalampi, P. Kuusiniemi, G. Natterer, M. Maltoni, L. Knecht, P. K. Lightfoot, N. J. C. Spooner, J. Äystö, A. Rubbia, K. A. Hochmuth, D. Autiero, M. Hess, A. Müller, W. Potzel, J. Bouchez, A. Mirizzi, A. Mirizzi, P. Fileviez Perez, L. Mosca, U. Moser, Y. Déclais, A. Bueno, J. Sobczyk, M. Laffranchi, A. Ereditato, B. Lefievre, W. Gruber, A. Badertscher, J. Marteau, M. Wurm, V. A. Kudryavtsev, N. Savvinov, B. Rossi, J. Ulbricht, P. Otiougova, J. Peltoniemi, C. Volpe, E. Rondio, T. Lachenmaier, A. de Bellefon, M. Lindner, M. Roos, L. Bezrukov, J. Ebert, W. Trzaska, R. Zimmermann, M. Göger-Neff, C. Hagner, A. Marchionni, A. Tonazzo, J. Winter, L. Chaussard, T. Enqvist, J. Kisiel, D. Stefan, J. E. Campagne, A. Zalewska, I. Kreslo, M. Messina, L. Oberauer, T. Schwetz, M. Mezzetto, A. Meregaglia, T. Patzak, S. Gninenko, J. Busto, J. Dumarchez, Ch Cavata, Large underground, liquid based detectors for astro-particle physics in Europe: scientific case and prospects Journal of Cosmology and Astroparticle Physics. ,vol. 2007, pp. 011- 011 ,(2007) , 10.1088/1475-7516/2007/11/011
M Antonello, B Baibussinov, P Benetti, E Calligarich, N Canci, Sandro Centro, Alessandra Cesana, K Cieslik, DB Cline, AG Cocco, A Dabrowska, Daniele Dequal, A Dermenev, Rinaldo Dolfini, Christian Farnese, Angela Fava, A Ferrari, Giuliana Fiorillo, Daniele Gibin, S Gninenko, A Guglielmi, M Haranczyk, Jacek Holeczek, A Ivashkin, Jan Kisiel, Izabela Kochanek, J Lagoda, Sławomir Mania, A. Menegolli, G Meng, C Montanari, S Otwinowski, A Piazzoli, P Picchi, F Pietropaolo, P Plonski, A Rappoldi, GL Raselli, M Rossella, C Rubbia, P Sala, A Scaramelli, E Segreto, F Sergiampietri, D Stefan, J Stepaniak, R Sulej, M Szarska, Mario Terrani, Filippo Varanini, S Ventura, C Vignoli, H Wang, X Yang, Aldona Zalewska, Krzysztof Zaremba, None, Precise 3D track reconstruction algorithm for the ICARUS T600 liquid argon time projection chamber detector Advances in High Energy Physics. ,vol. 2013, pp. 1- 16 ,(2013) , 10.1155/2013/260820