TY - STD TI - Aprovitola A, Gallo L (2014) Edge and junction detection improvement using the Canny algorithm with a fourth order accurate derivative filter. In: Tenth international conference on signal-image technology and internet-based systems (SITIS), 2014. IEEE, New York, pp 104–111 ID - ref1 ER - TY - JOUR AU - Benkedjouh, T. AU - Medjaher, K. AU - Zerhouni, N. AU - Rechak, S. PY - 2015 DA - 2015// TI - Health assessment and life prediction of cutting tools based on support vector regression JO - J Intell Manuf VL - 26 UR - https://doi.org/10.1007/s10845-013-0774-6 DO - 10.1007/s10845-013-0774-6 ID - Benkedjouh2015 ER - TY - STD TI - Boser BE, Guyon IM, Vapnik VN (1996) A training algorithm for optimal margin classifiers. In: Proceedings of the fifth annual workshop on Computational learning theory. vol 5. ACM, New York, NY, USA, pp 144–152 ID - ref3 ER - TY - JOUR AU - Bousmalis, K. AU - Zafeiriou, S. AU - Morency, L. AU - Pantic, M. PY - 2013 DA - 2013// TI - Infinite hidden conditional random fields for human behavior analysis JO - IEEE Trans Neural Netw Learn Syst VL - 24 UR - https://doi.org/10.1109/TNNLS.2012.2224882 DO - 10.1109/TNNLS.2012.2224882 ID - Bousmalis2013 ER - TY - STD TI - Breuer P, Eckes C, Müller S (2007) Hand gesture recognition with a novel IR time-of-flight range camera—a pilot study. In: Gagalowicz A, Philips W (eds) Computer vision/computer graphics collaboration techniques. Springer, Berlin, pp 247–260 ID - ref5 ER - TY - JOUR AU - Brezak, D. AU - Majetic, D. AU - Udiljak, T. AU - Kasac, J. PY - 2012 DA - 2012// TI - Tool wear estimation using an analytic fuzzy classifier and support vector machines JO - J Intell Manuf VL - 23 UR - https://doi.org/10.1007/s10845-010-0436-x DO - 10.1007/s10845-010-0436-x ID - Brezak2012 ER - TY - STD TI - Campbell LW, Becker DA, Azarbayejani A, Bobick AF, Pentland A (1996) Invariant features for 3-D gesture recognition. In: Proceedings of the second international conference on automatic face and gesture recognition, 1996. IEEE, New York, pp 157–162 ID - ref7 ER - TY - STD TI - Carlsson S, Sullivan J (2001) Action recognition by shape matching to key frames. In: Workshop on models versus exemplars in computer vision, vol 1, p 18 ID - ref8 ER - TY - STD TI - Chatzigiorgaki M, Skodras AN (2009) Real-time key frame extraction towards video content identification. In: 16th international conference on digital signal processing, 2009. IEEE, New York, pp 1–6 ID - ref9 ER - TY - JOUR AU - Chen, M. Y. AU - Hauptmann, A. AU - Chen, M. Y. AU - Hauptmann, A. PY - 2009 DA - 2009// TI - Mosift: recognizing human actions in surveillance videos JO - Ann Pharmacother VL - 39 ID - Chen2009 ER - TY - JOUR AU - Cherkassky, V. AU - Ma, Y. PY - 2004 DA - 2004// TI - Practical selection of SVM parameters and noise estimation for SVM regression JO - Neural Netw VL - 17 UR - https://doi.org/10.1016/S0893-6080(03)00169-2 DO - 10.1016/S0893-6080(03)00169-2 ID - Cherkassky2004 ER - TY - STD TI - Cisek A, Sch Fer W, Szczurek A (2014) Human action recognition across datasets by foreground-weighted histogram decomposition. In: 2014 IEEE conference on computer vision and pattern recognition (CVPR), vol 690. IEEE Computer Society, Washington DC, pp 764–771 ID - ref12 ER - TY - BOOK AU - Cristianini, N. AU - Shawe-Taylor, J. PY - 2000 DA - 2000// TI - An introduction to support vector machines and other kernel-based learning methods PB - Cambridge University Press CY - Cambridge UR - https://doi.org/10.1017/CBO9780511801389 DO - 10.1017/CBO9780511801389 ID - Cristianini2000 ER - TY - JOUR AU - Cui, P. AU - Wang, F. AU - Sun, L. F. AU - Zhang, J. W. AU - Yang, S. Q. PY - 2012 DA - 2012// TI - A matrix-based approach to unsupervised human action categorization JO - IEEE Trans Multimed VL - 14 UR - https://doi.org/10.1109/TMM.2011.2176110 DO - 10.1109/TMM.2011.2176110 ID - Cui2012 ER - TY - STD TI - Davis JW, Bobick AF (1997) The representation and recognition of action using temporal templates. In: IEEE conference on computer vision and pattern recognition. pp 928–934 ID - ref15 ER - TY - STD TI - Ellis DPW, Poliner GE (2007) Identifying ‘Cover Songs’ with chroma features and dynamic programming beat tracking. In: IEEE international conference on acoustics, speech and signal processing, 2007. ICASSP 2007. vol 4, pp IV-1429–IV-1432 ID - ref16 ER - TY - JOUR AU - Ellis, C. AU - Masood, S. Z. AU - Tappen, M. F. AU - Laviola, J. J. AU - Sukthankar, R. PY - 2013 DA - 2013// TI - Exploring the trade-off between accuracy and observational latency in action recognition JO - Int J Comput Vision VL - 101 UR - https://doi.org/10.1007/s11263-012-0550-7 DO - 10.1007/s11263-012-0550-7 ID - Ellis2013 ER - TY - JOUR AU - Florea, N. R. AU - Kotapati, S. AU - Kuti, J. L. AU - Geissler, E. C. AU - Nightingale, C. H. AU - Nicolau, D. P. PY - 2003 DA - 2003// TI - Cost analysis of continuous versus intermittent infusion of piperacillin-tazobactam: a time-motion study JO - Am J Health Syst Pharm VL - 60 ID - Florea2003 ER - TY - JOUR AU - Gilbreth, F. B. PY - 1917 DA - 1917// TI - Fatigue study: the elimination of humanity’s greatest unnecessary waste: a first step in motion study JO - Nature VL - 99 ID - Gilbreth1917 ER - TY - JOUR AU - Guo, W. AU - Chen, G. PY - 2015 DA - 2015// TI - Human action recognition via multi-task learning base on spatial–temporal feature JO - Inf Sci VL - 320 UR - https://doi.org/10.1016/j.ins.2015.04.034 DO - 10.1016/j.ins.2015.04.034 ID - Guo2015 ER - TY - STD TI - He K, Li X (2014) A quantitative estimation technique for welding quality using local mean decomposition and support vector machine. J Intell Manuf 1–9. doi: 10.1007/s10845-014-0885-8 ID - ref21 ER - TY - JOUR AU - Jain, A. K. AU - Zongker, D. PY - 1997 DA - 1997// TI - Representation and recognition of handwritten digits using deformable templates JO - IEEE Trans Pattern Anal Mach Intell VL - 19 UR - https://doi.org/10.1109/34.643899 DO - 10.1109/34.643899 ID - Jain1997 ER - TY - JOUR AU - Jalal, A. AU - Uddin, M. Z. AU - Kim, T. S. PY - 2012 DA - 2012// TI - Depth video-based human activity recognition system using translation and scaling invariant features for life logging at smart home JO - IEEE Trans Consum Electron VL - 58 UR - https://doi.org/10.1109/TCE.2012.6311329 DO - 10.1109/TCE.2012.6311329 ID - Jalal2012 ER - TY - JOUR AU - Jiang, S. AU - Pang, G. AU - Wu, M. AU - Kuang, L. PY - 2012 DA - 2012// TI - An improved K-nearest-neighbor algorithm for text categorization JO - Expert Syst Appl VL - 39 UR - https://doi.org/10.1016/j.eswa.2011.08.040 DO - 10.1016/j.eswa.2011.08.040 ID - Jiang2012 ER - TY - JOUR AU - Jiang, Z. AU - Lin, Z. AU - Davis, L. S. PY - 2012 DA - 2012// TI - Recognizing human actions by learning and matching shape-motion prototype trees JO - IEEE Trans Softw Eng VL - 34 ID - Jiang2012 ER - TY - STD TI - Kao LJ, Lee TS, Lu CJ (2014) A multi-stage control chart pattern recognition scheme based on independent component analysis and support vector machine. J Intell Manuf 1–12. doi: 10.1007/s10845-014-0903-x ID - ref26 ER - TY - STD TI - Kim K, Medioni GG (2008) Distributed visual processing for a home visual sensor network. In: Proceedings of the 2008 IEEE workshop on applications of computer vision, vol 00. IEEE Computer Society, Washington DC, pp 1–6) ID - ref27 ER - TY - STD TI - Kurakin A, Zhang Z, Liu Z (2012) A real time system for dynamic hand gesture recognition with a depth sensor. In: signal processing conference (EUSIPCO), 2012 proceedings of the 20th European. IEEE, New York, pp 1975–1979 ID - ref28 ER - TY - JOUR AU - Lao, W. AU - Han, J. AU - With, P. H. N. PY - 2009 DA - 2009// TI - Automatic video-based human motion analyzer for consumer surveillance system JO - IEEE Trans Consum Electron VL - 55 UR - https://doi.org/10.1109/TCE.2009.5174427 DO - 10.1109/TCE.2009.5174427 ID - Lao2009 ER - TY - JOUR AU - Laptev, I. PY - 2005 DA - 2005// TI - On space-time interest points JO - Int J Comput Vision VL - 64 ID - Laptev2005 ER - TY - JOUR AU - Lew, M. S. AU - Sebe, N. AU - Djeraba, C. AU - Jain, R. PY - 2006 DA - 2006// TI - Content-based multimedia information retrieval: State of the art and challenges JO - ACM Trans Multimed Comput Commun VL - 2 UR - https://doi.org/10.1145/1126004.1126005 DO - 10.1145/1126004.1126005 ID - Lew2006 ER - TY - STD TI - Li Y, Snavely N, Huttenlocher DP (2010) Location recognition using prioritized feature matching. In: Daniilidis K, Maragos P, Paragios K (eds) Computer vision–ECCV 2010. 11th European Conference on Computer Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings, Part II, Springer, Berlin, pp 791–804 ID - ref32 ER - TY - STD TI - Liu J, Ali S, Shah M (2008) Recognizing human actions using multiple features, CVPR. In: IEEE Conference on computer vision and pattern recognition, 2008, IEEE, New York, pp 1–8 ID - ref33 ER - TY - JOUR AU - Lowe, D. G. PY - 2004 DA - 2004// TI - Distinctive image features from scale-invariant keypoints JO - Int J Comput Vision VL - 60 UR - https://doi.org/10.1023/B:VISI.0000029664.99615.94 DO - 10.1023/B:VISI.0000029664.99615.94 ID - Lowe2004 ER - TY - JOUR AU - Lu, L. AU - Yi-Ju, Z. AU - Qing, J. AU - Qing-ling, C. PY - 2015 DA - 2015// TI - Recognizing human actions by two-level Beta process hidden Markov model JO - Multimedia Syst ID - Lu2015 ER - TY - STD TI - May M, Turner M, Morris T (2012) Analysing false positives and 3D structure to create intelligent thresholding and weighting functions for SIFT features. In: Ho YS (ed) Advances in image and video technology. Springer, Berlin, pp 190–201 ID - ref36 ER - TY - JOUR AU - Mikolajczyk, K. AU - Schmid, C. PY - 2005 DA - 2005// TI - A performance evaluation of local descriptors JO - IEEE Trans Pattern Anal Mach Intell VL - 27 UR - https://doi.org/10.1109/TPAMI.2005.188 DO - 10.1109/TPAMI.2005.188 ID - Mikolajczyk2005 ER - TY - JOUR AU - Mohan, A. AU - Papageorgiou, C. AU - Poggio, T. PY - 2001 DA - 2001// TI - Example-based object detection in images by components JO - IEEE Trans Pattern Anal Mach Intell VL - 23 UR - https://doi.org/10.1109/34.917571 DO - 10.1109/34.917571 ID - Mohan2001 ER - TY - STD TI - Mortensen EN, Deng H, Shapiro L (2005) A SIFT descriptor with global context. In: IEEE computer society conference on computer vision and pattern recognition, 2005. vol 1. IEEE, New York, pp 184–190 ID - ref39 ER - TY - JOUR AU - Niebles, J. C. AU - Wang, H. AU - Li, F. F. PY - 2008 DA - 2008// TI - Unsupervised learning of human action categories using spatial-temporal words JO - Int J Comput Vision VL - 79 UR - https://doi.org/10.1007/s11263-007-0122-4 DO - 10.1007/s11263-007-0122-4 ID - Niebles2008 ER - TY - STD TI - Park S, Trivedi M (2005) Driver activity analysis for intelligent vehicles: issues and development framework. In: IEEE proceedings. Intelligent vehicles symposium, 2005, vol 1. IEEE, pp 644–649 ID - ref41 ER - TY - JOUR AU - Pereira, S. AU - Pun, T. PY - 2000 DA - 2000// TI - Robust template matching for affine resistant image watermarks JO - IEEE Trans Image Process VL - 9 UR - https://doi.org/10.1109/83.846253 DO - 10.1109/83.846253 ID - Pereira2000 ER - TY - JOUR AU - Poppe, R. PY - 2010 DA - 2010// TI - A survey on vision-based human action recognition JO - Image Vis Comput VL - 28 UR - https://doi.org/10.1016/j.imavis.2009.11.014 DO - 10.1016/j.imavis.2009.11.014 ID - Poppe2010 ER - TY - JOUR AU - Reddy, K. K. AU - Shah, M. PY - 2013 DA - 2013// TI - Recognizing 50 human action categories of web videos JO - Mach Vis Appl VL - 24 UR - https://doi.org/10.1007/s00138-012-0450-4 DO - 10.1007/s00138-012-0450-4 ID - Reddy2013 ER - TY - BOOK AU - Salvendy, G. PY - 2001 DA - 2001// TI - Handbook of industrial engineering: technology and operations management PB - Wiley CY - New York UR - https://doi.org/10.1002/9780470172339 DO - 10.1002/9780470172339 ID - Salvendy2001 ER - TY - STD TI - Schuldt C, Laptev I, Caputo, B (2004) Recognizing human actions: a local SVM approach. In: Proceedings of the 17th international conference on pattern recognition, 2004. IEEE, ICPR 2004. vol 3, pp 32–36 ID - ref46 ER - TY - JOUR AU - Shi, Q. AU - Cheng, L. AU - Wang, L. PY - 2011 DA - 2011// TI - Human action segmentation and recognition using discriminative Semi-Markov Models[J] JO - Int J Comput Vis VL - 93 UR - https://doi.org/10.1007/s11263-010-0384-0 DO - 10.1007/s11263-010-0384-0 ID - Shi2011 ER - TY - JOUR AU - Slama, R. AU - Wannous, H. AU - Daoudi, M. AU - Srivastava, A. PY - 2014 DA - 2014// TI - Accurate 3D action recognition using learning on the grassmann manifold JO - Pattern Recogn VL - 48 UR - https://doi.org/10.1016/j.patcog.2014.08.011 DO - 10.1016/j.patcog.2014.08.011 ID - Slama2014 ER - TY - JOUR AU - Stauffer, C. AU - Grimson, W. E. L. PY - 2000 DA - 2000// TI - Learning patterns of activity using real-time tracking JO - IEEE Trans Pattern Anal Mach Intell VL - 22 UR - https://doi.org/10.1109/34.868677 DO - 10.1109/34.868677 ID - Stauffer2000 ER - TY - JOUR AU - Tanimoto, S. L. PY - 1981 DA - 1981// TI - Template matching in pyramids JO - Comput Graphics Image Process VL - 16 UR - https://doi.org/10.1016/0146-664X(81)90046-0 DO - 10.1016/0146-664X(81)90046-0 ID - Tanimoto1981 ER - TY - JOUR AU - Turaga, P. AU - Chellappa, R. AU - Subrahmanian, V. S. AU - Udrea, O. PY - 2008 DA - 2008// TI - Machine recognition of human activities: a survey JO - IEEE Trans Circuits Syst Video Technol VL - 18 UR - https://doi.org/10.1109/TCSVT.2008.2005594 DO - 10.1109/TCSVT.2008.2005594 ID - Turaga2008 ER - TY - STD TI - Van den Bergh M, Van Gool L (2011) Combining RGB and ToF cameras for real-time 3D hand gesture interaction. In: IEEE workshop on applications of computer vision (WACV), 2011. IEEE, New York, pp 66–72 ID - ref52 ER - TY - BOOK AU - Vapnik, V. PY - 2000 DA - 2000// TI - The nature of statistical learning theory PB - Business Media CY - Berlin UR - https://doi.org/10.1007/978-1-4757-3264-1 DO - 10.1007/978-1-4757-3264-1 ID - Vapnik2000 ER - TY - STD TI - Wu D, Zhu F, Shao L (2012) One shot learning gesture recognition from rgbd images. In: IEEE Computer Society Conference on computer vision and pattern recognition workshops (CVPRW), 2012. IEEE, New York, pp 7–12 ID - ref54 ER - TY - JOUR AU - Yu, Z. AU - Lee, M. PY - 2015 DA - 2015// TI - Real-time human action classification using a dynamic neural model JO - Neural Netw VL - 69 UR - https://doi.org/10.1016/j.neunet.2015.04.013 DO - 10.1016/j.neunet.2015.04.013 ID - Yu2015 ER - TY - STD TI - Zhang H, Parker LE (2011) 4-dimensional local spatio-temporal features for human activity recognition. In : IEEE/RSJ International Conference on intelligent robots and systems (IROS), 2011. IEEE, New York, pp 2044–2049 ID - ref56 ER - TY - STD TI - Zhang X, Miao Z, Wan L (2012) Human action categories using motion descriptors. IEEE International Conference on image processing. IEEE, New York, pp 1381–1384 ID - ref57 ER -