Chessboard and Chess Piece Recognition With the Support of Neural Networks

[1] Acher M. and Esnault F. Large-scale analysis of chess games with chess engines: A preliminary report, 2016.Search in Google Scholar

[2] Arca S., Casiraghi E., and Lombardi G. Corner localization in chessboards for camera calibration. In Proceedings of International Conference on Multimedia, Image Processing and Computer Vision (IADAT-micv2005), 2005.Search in Google Scholar

[3] Bency A. J., Kwon H., Lee H., Karthikeyan S., and Manjunath B. Weakly supervised localization using deep feature maps. In European Conference on Computer Vision, pages 714–731. Springer, 2016.10.1007/978-3-319-46448-0_43Search in Google Scholar

[4] Bennett S. and Lasenby J. Chess–quick and robust detection of chess-board features. Computer Vision and Image Understanding, 118:197–210, 2014.10.1016/j.cviu.2013.10.008Search in Google Scholar

[5] Braje W. L., Kersten D., Tarr M. J., and Troje N. F. Illumination effects in face recognition. Psychobiology, 26(4):371–380, 1998.10.3758/BF03330623Search in Google Scholar

[6] Choudhury Z. H. Biometrics security based on face recognition. Master’s thesis, India, 2013.Search in Google Scholar

[7] CoolThings. Square off is a robot chess board that can move pieces on its own, November 2016.Search in Google Scholar

[8] Cour T., Lauranson R., and Vachette M. Autonomous chess-playing robot. Ecole Poly-technique, July, 2002.Search in Google Scholar

[9] Czyzewski M. A., Laskowski A., and Wasik S. Latchess21: dataset of damaged chessboard lattice points (chessboard features) used to train laps detector (grayscale/21x21px), 2018.Search in Google Scholar

[10] Danner C. and Kafafy M. Visual chess recognition, 2015.Search in Google Scholar

[11] De la Escalera A. and Armingol J. M. Automatic chessboard detection for intrinsic and extrinsic camera parameter calibration. Sensors, 10(3):2027–2044, 2010.10.3390/s100302027326446522294912Search in Google Scholar

[12] Ding J. Chessvision: Chess board and piece recognition. Technical report, Stanford University, 2016.Search in Google Scholar

[13] Duda R. O. and Hart P. E. Use of the hough transformation to detect lines and curves in pictures. Commun. ACM, 15(1):11–15, Jan. 1972.10.1145/361237.361242Search in Google Scholar

[14] Edwards S. J. Portable game notation specification and implementation guide. Retrieved April, 4:2011, 1994.Search in Google Scholar

[15] Fernandes L. A. and Oliveira M. M. Real-time line detection through an improved hough transform voting scheme. Pattern recognition, 41(1):299–314, 2008.10.1016/j.patcog.2007.04.003Search in Google Scholar

[16] Galler B. A. and Fisher M. J. An improved equivalence algorithm. Commun. ACM, 7(5):301–303, May 1964.10.1145/364099.364331Search in Google Scholar

[17] Gao F., Huang T., Wang J., Sun J., Hussain A., and Yang E. Dual-branch deep convolution neural network for polarimetric SAR image classification. Applied Sciences, 7(5):447, 2017.10.3390/app7050447Search in Google Scholar

[18] Hamid N. and Khan N. Lsm: perceptually accurate line segment merging. Journal of Electronic Imaging, 25(6):061620, 2016.10.1117/1.JEI.25.6.061620Search in Google Scholar

[19] Harris C. and Stephens M. A combined corner and edge detector. In Alvey vision conference, volume 15, pages 10–5244. Citeseer, 1988.10.5244/C.2.23Search in Google Scholar

[20] Jassim F. A. and Altaani F. H. Hybridization of otsu method and median filter for color image segmentation, 2013.Search in Google Scholar

[21] Kanchibail R., Suryaprakash S., and Jagadish S. Chess board recognition. Not published in journal, 2016.Search in Google Scholar

[22] Koray C. and Sumer E. A computer vision system for chess game tracking. In 21st Computer Vision Winter Workshop, Rimske Toplice, Slovenia, 2016.Search in Google Scholar

[23] Larson C. China’s massive investment in artificial intelligence has an insidious downside. Science, feb 2018.Search in Google Scholar

[24] Leonard J., Durrant-Whyte H., and Cox I. Dynamic map building for autonomous mobile robot. In IEEE International Workshop on Intelligent Robots and Systems, Towards a New Frontier of Applications. IEEE, jul 1990.Search in Google Scholar

[25] Li Q., Zheng N., and Cheng H. Springrobot: A prototype autonomous vehicle and its algorithms for lane detection. IEEE Transactions on Intelligent Transportation Systems, 5(4):300–308, dec 2004.10.1109/TITS.2004.838220Search in Google Scholar

[26] Lu X., Yao J., Li K., and Li L. Cannylines: A parameter-free line segment detector. In Image Processing (ICIP), 2015 IEEE International Conference on, pages 507–511. IEEE, 2015.10.1109/ICIP.2015.7350850Search in Google Scholar

[27] Marciniak T., Chmielewska A., Weychan R., Parzych M., and Dabrowski A. Influence of low resolution of images on reliability of face detection and recognition. Multimedia Tools and Applications, 74(12):4329–4349, jul 2013.10.1007/s11042-013-1568-8Search in Google Scholar

[28] Matuszek C., Mayton B., Aimi R., Deisenroth M. P., Bo L., Chu R., Kung M., LeGrand L., Smith J. R., and Fox D. Gambit: An autonomous chess-playing robotic system. 2011 IEEE International Conference on Robotics and Automation, pages 4291–4297, 2011.10.1109/ICRA.2011.5980528Search in Google Scholar

[29] Mietchen D., Wodak S., Wasik S., Szostak N., and Dessimoz C. Submit a topic page to plos computational biology and wikipedia. PLOS Computational Biology, 14(5):1–4, 05 2018.10.1371/journal.pcbi.1006137597887729851950Search in Google Scholar

[30] Pomerleau D. and Jochem T. Rapidly adapting machine vision for automated vehicle steering. IEEE Expert, 11(2):19–27, apr 1996.10.1109/64.491277Search in Google Scholar

[31] Prejzendanc T., Wasik S., and Blazewicz J. Computer representations of bioinformatics models. Current Bioinformatics, 11(5):551–560, 2016.10.2174/1574893610666150928193510Search in Google Scholar

[32] Reza A. M. Realization of the contrast limited adaptive histogram equalization (clahe) for real-time image enhancement. Journal of VLSI signal processing systems for signal, image and video technology, 38(1):35–44, 2004.10.1023/B:VLSI.0000028532.53893.82Search in Google Scholar

[33] Sen D. and Pal S. K. Gradient histogram: Thresholding in a region of interest for edge detection. Image and Vision Computing, 28(4):677–695, 2010.10.1016/j.imavis.2009.10.010Search in Google Scholar

[34] Shortis M. Calibration techniques for accurate measurements by underwater camera systems. Sensors, 15(12):30810–30826, 2015.10.3390/s151229831472175126690172Search in Google Scholar

[35] Soh L. Robust recognition of calibration charts. In 6th International Conference on Image Processing and its Applications. IEE, 1997.10.1049/cp:19970941Search in Google Scholar

[36] Stark J. A. Adaptive image contrast enhancement using generalizations of histogram equalization. IEEE Transactions on Image Processing, 9(5):889–896, May 2000.10.1109/83.84153418255459Search in Google Scholar

[37] Szostak N., Wasik S., and Blazewicz J. Hypercycle. PLOS Computational Biology, 12(4):e1004853, apr 2016.10.1371/journal.pcbi.1004853482441827054759Search in Google Scholar

[38] Tam K. Y., Lay J. A., and Levy D. Automatic grid segmentation of populated chess-board taken at a lower angle view. In Computing: Techniques and Applications, 2008. DICTA’08. Digital Image, pages 294–299. IEEE, 2008.10.1109/DICTA.2008.40Search in Google Scholar

[39] Tarjan R. E. Efficiency of a good but not linear set union algorithm. J. ACM, 22(2):215–225, Apr. 1975.10.1145/321879.321884Search in Google Scholar

[40] Tavares J. M. R. S. and Padilha A. J. M. N. A new approach for merging edge line segments. Proceedings RecPad’95, Aveiro, 1995.Search in Google Scholar

[41] Urting D. and Berbers Y. Marineblue: A low-cost chess robot. In Robotics and Applications, 2003.Search in Google Scholar

[42] Wasik S., Fratczak F., Krzyskow J., and Wulnikowski J. Inferring Mathematical Equations Using Crowdsourcing. PLOS ONE, 10(12):e0145557, dec 2015.10.1371/journal.pone.0145557Search in Google Scholar

[43] Wasik S., Prejzendanc T., and Blazewicz J. ModeLang - a new approach for experts-friendly viral infections modeling. Computational and Mathematical Methods in Medicine, 2013:8, 2013.10.1155/2013/320715Search in Google Scholar

[44] Wiens D. P. Asymptotics of generalized m-estimation of regression and scale with fixed carriers, in an approximately linear model. Statistics & probability letters, 30(3):271–285, 1996.10.1016/0167-7152(95)00230-8Search in Google Scholar

[45] Wu Q., Zhang J., Lai Y.-K., Zheng J., and Cai J. Alive caricature from 2d to 3d, 2018.10.1109/CVPR.2018.00766Search in Google Scholar

[46] Zhang Z. A flexible new technique for camera calibration. IEEE Transactions on pattern analysis and machine intelligence, 22(11):1330–1334, 2000.10.1109/34.888718Search in Google Scholar

[47] Zhao F., Wei C., Wang J., and Tang J. An automated x-corner detection algorithm (axda). JSW, 6(5):791–797, 2011.10.4304/jsw.6.5.791-797Search in Google Scholar