DTW-NN: A novel neural network for time series recognition using dynamic alignment between inputs and weights.

Volkmar Frinken

Brian Kenji Iwana Volkmar Frinken Seiichi Uchida DTW-NN: A novel neural network for time series recognition using dynamic alignment between inputs and weights. 2020 188 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2019.104971 https://www.wikidata.org/entity/Q127346184 db/journals/kbs/kbs188.html#IwanaFU20

Volkmar Frinken Satish Ravindran Shriphani Palakodety Guha Jayachandran Nilesh Powar Video and Audio Data Extraction for Retrieval, Ranking and Recapitulation (VADER ^3 ). 359-370 2018 ANNPR https://doi.org/10.1007/978-3-319-99978-4_28 conf/annpr/2018 db/conf/annpr/annpr2018.html#FrinkenRPJP18

Brian Kenji Iwana Volkmar Frinken Kaspar Riesen Seiichi Uchida Efficient temporal pattern recognition by means of dissimilarity space embedding with discriminative prototypes. 268-276 2017 64 Pattern Recognit. https://doi.org/10.1016/j.patcog.2016.11.013 db/journals/pr/pr64.html#IwanaFRU17

Alejandro Héctor Toselli Rossi Enrique Vidal 0001 Verónica Romero 0001 Volkmar Frinken HMM word graph based keyword spotting in handwritten document images. 497-518 2016 370-371 Inf. Sci. https://doi.org/10.1016/j.ins.2016.07.063 db/journals/isci/isci370.html#ToselliVRF16

Brian Kenji Iwana Volkmar Frinken Seiichi Uchida A Robust Dissimilarity-Based Neural Network for Temporal Pattern Recognition. 265-270 2016 ICFHR https://doi.org/10.1109/ICFHR.2016.0058 https://doi.ieeecomputersociety.org/10.1109/ICFHR.2016.0058 conf/icfhr/2016 db/conf/icfhr/icfhr2016.html#IwanaFU16 Marcus Liwicki Volkmar Frinken Muhammad Zeshan Afzal Latest Developments of LSTM Neural Networks with Applications of Document Image Analysis. 293-311 2016 Handbook of Pattern Recognition and Computer Vision https://doi.org/10.1142/9789814656535_0016 books/ws/16/C db/books/collections/C2016.html#LiwickiFA16

Andreas Fischer 0002 Ching Y. Suen Volkmar Frinken Kaspar Riesen Horst Bunke Approximation of graph edit distance based on Hausdorff matching. 331-343 2015 48 Pattern Recognit. 2 https://doi.org/10.1016/j.patcog.2014.07.015 db/journals/pr/pr48.html#FischerSFRB15

Nilanjana Bhattacharya Volkmar Frinken Umapada Pal 0001 Partha Pratim Roy 0001 Overwriting repetition and crossing-out detection in online handwritten text. 680-684 2015 ACPR https://doi.org/10.1109/ACPR.2015.7486589 conf/acpr/2015 db/conf/acpr/acpr2015.html#BhattacharyaFPR15 Andreas Fischer 0002 Seiichi Uchida Volkmar Frinken Kaspar Riesen Horst Bunke Improving Hausdorff Edit Distance Using Structural Node Context. 148-157 2015 GbRPR https://doi.org/10.1007/978-3-319-18224-7_15 conf/gbrpr/2015 db/conf/gbrpr/gbrpr2015.html#0002UFRB15 Donato Barbuzzi Giuseppe Pirlo Seiichi Uchida Volkmar Frinken Donato Impedovo Similarity-based regularization for semi-supervised learning for handwritten digit recognition. 101-105 2015 ICDAR https://doi.org/10.1109/ICDAR.2015.7333734 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2015.7333734 https://www.wikidata.org/entity/Q58456326 conf/icdar/2015 db/conf/icdar/icdar2015.html#BarbuzziPUFI15 Ryosuke Kakisako Seiichi Uchida Volkmar Frinken Learning non-Markovian constraints for handwriting recognition. 446-450 2015 ICDAR https://doi.org/10.1109/ICDAR.2015.7333801 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2015.7333801 conf/icdar/2015 db/conf/icdar/icdar2015.html#KakisakoUF15 Brian Kenji Iwana Seiichi Uchida Kaspar Riesen Volkmar Frinken Tackling temporal pattern recognition by vector space embedding. 816-820 2015 ICDAR https://doi.org/10.1109/ICDAR.2015.7333875 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2015.7333875 conf/icdar/2015 db/conf/icdar/icdar2015.html#IwanaURF15 Volkmar Frinken Seiichi Uchida Deep BLSTM neural networks for unconstrained continuous handwritten text recognition. 911-915 2015 ICDAR https://doi.org/10.1109/ICDAR.2015.7333894 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2015.7333894 conf/icdar/2015 db/conf/icdar/icdar2015.html#FrinkenU15

Marçal Rusiñol Volkmar Frinken Dimosthenis Karatzas Andrew D. Bagdanov Josep Lladós 0001 Multimodal page classification in administrative document image streams. 331-341 2014 17 Int. J. Document Anal. Recognit. 4 https://doi.org/10.1007/s10032-014-0225-8 db/journals/ijdar/ijdar17.html#RusinolFKBL14

Volkmar Frinken Andreas Fischer 0002 Markus Baumgartner Horst Bunke Keyword spotting for self-training of BLSTM NN based handwriting recognition systems. 1073-1082 2014 47 Pattern Recognit. 3 https://doi.org/10.1016/j.patcog.2013.06.030 db/journals/pr/pr47.html#FrinkenFBB14

Francisco Zamora-Martínez Volkmar Frinken Salvador España Boquera María José Castro Bleda Andreas Fischer 0002 Horst Bunke Neural network language models for off-line handwriting recognition. 1642-1652 2014 47 Pattern Recognit. 4 https://doi.org/10.1016/j.patcog.2013.10.020 db/journals/pr/pr47.html#Zamora-MartinezFBBFB14

Volkmar Frinken Dimosthenis Karatzas Andreas Fischer 0002 A Cache Language Model for Whole Document Handwriting Recognition. 166-170 2014 Document Analysis Systems https://doi.org/10.1109/DAS.2014.56 https://doi.ieeecomputersociety.org/10.1109/DAS.2014.56 conf/das/2014 db/conf/das/das2014.html#FrinkenKF14 Volkmar Frinken Nilanjana Bhattacharya Umapada Pal 0001 Design of Unsupervised Feature Extraction System for On-line Bangla Handwriting Recognition. 355-359 2014 Document Analysis Systems https://doi.org/10.1109/DAS.2014.55 https://doi.ieeecomputersociety.org/10.1109/DAS.2014.55 conf/das/2014 db/conf/das/das2014.html#FrinkenBP14 Volkmar Frinken Ryosuke Kakisako Seiichi Uchida A Novel HMM Decoding Algorithm Permitting Long-Term Dependencies and Its Application to Handwritten Word Recognition. 128-133 2014 ICFHR https://doi.org/10.1109/ICFHR.2014.29 https://doi.ieeecomputersociety.org/10.1109/ICFHR.2014.29 conf/icfhr/2014 db/conf/icfhr/icfhr2014.html#FrinkenKU14 Ryota Ogata Minoru Mori Volkmar Frinken Seiichi Uchida Constrained AdaBoost for Totally-Ordered Global Features. 393-398 2014 ICFHR https://doi.org/10.1109/ICFHR.2014.72 https://doi.ieeecomputersociety.org/10.1109/ICFHR.2014.72 conf/icfhr/2014 db/conf/icfhr/icfhr2014.html#OgataMFU14 Muhammad Imran Malik Marcus Liwicki Andreas Dengel 0001 Seiichi Uchida Volkmar Frinken Automatic Signature Stability Analysis and Verification Using Local Features. 621-626 2014 ICFHR https://doi.org/10.1109/ICFHR.2014.109 https://doi.ieeecomputersociety.org/10.1109/ICFHR.2014.109 conf/icfhr/2014 db/conf/icfhr/icfhr2014.html#MalikLDUF14 Kohei Inai Marten Palsson Volkmar Frinken Yaokai Feng Seiichi Uchida Selective Concealment of Characters for Privacy Protection. 333-338 2014 ICPR https://doi.org/10.1109/ICPR.2014.66 https://doi.ieeecomputersociety.org/10.1109/ICPR.2014.66 conf/icpr/2014 db/conf/icpr/icpr2014.html#InaiPFFU14 Volkmar Frinken Yutaro Iwakiri Ryosuke Ishida Kensho Fujisaki Seiichi Uchida Improving Point of View Scene Recognition by Considering Textual Data. 2966-2971 2014 ICPR https://doi.org/10.1109/ICPR.2014.512 https://doi.ieeecomputersociety.org/10.1109/ICPR.2014.512 conf/icpr/2014 db/conf/icpr/icpr2014.html#FrinkenIIFU14 Volkmar Frinken Nilanjana Bhattacharya Seiichi Uchida Umapada Pal 0001 Improved BLSTM Neural Networks for Recognition of On-Line Bangla Complex Words. 404-413 2014 S+SSPR https://doi.org/10.1007/978-3-662-44415-3_41 conf/sspr/2014 db/conf/sspr/sspr2014.html#FrinkenBUP14 Volkmar Frinken Horst Bunke Continuous Handwritten Script Recognition. 391-425 2014 reference/docip/2014 Handbook of Document Image Processing and Recognition https://doi.org/10.1007/978-0-85729-859-1_12 db/reference/docip/docip2014.html#FrinkenB14

Verónica Romero 0001 Alicia Fornés Nicolás Serrano Joan-Andreu Sánchez Alejandro H. Toselli Volkmar Frinken Enrique Vidal 0001 Josep Lladós 0001 The ESPOSALLES database: An ancient marriage license corpus for off-line handwriting recognition. 1658-1669 2013 46 Pattern Recognit. 6 https://doi.org/10.1016/j.patcog.2012.11.024 db/journals/pr/pr46.html#RomeroFSSTFVL13

Andreas Fischer 0002 Ching Y. Suen Volkmar Frinken Kaspar Riesen Horst Bunke A Fast Matching Algorithm for Graph-Based Handwriting Recognition. 194-203 2013 GbRPR https://doi.org/10.1007/978-3-642-38221-5_21 conf/gbrpr/2013 db/conf/gbrpr/gbrpr2013.html#FischerSFRB13 Núria Cirera Alicia Fornés Volkmar Frinken Josep Lladós 0001 Hybrid Grammar Language Model for Handwritten Historical Documents Recognition. 117-124 2013 IbPRIA https://doi.org/10.1007/978-3-642-38628-2_13 conf/ibpria/2013 db/conf/ibpria/ibpria2013.html#CireraFFL13 Volkmar Frinken Andreas Fischer 0002 Carlos D. Martínez-Hinarejos Handwriting recognition in historical documents using very large vocabularies. 67-72 2013 HIP@ICDAR https://doi.org/10.1145/2501115.2501116 conf/icdar/2013hip db/conf/icdar/hip2013.html#Frinken0M13 Andreas Fischer 0002 Volkmar Frinken Horst Bunke Ching Y. Suen Improving HMM-Based Keyword Spotting with Character Language Models. 506-510 2013 ICDAR https://doi.org/10.1109/ICDAR.2013.107 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2013.107 conf/icdar/2013 db/conf/icdar/icdar2013.html#FischerFBS13 Volkmar Frinken Bill Barrett R. Manmatha Volker Märgner Proceedings of the 2nd International Workshop on Historical Document Imaging and Processing, HIP@ICDAR 2013, Washington, DC, USA, August 24, 2013 HIP@ICDAR ACM 2013 978-1-4503-2115-0 https://doi.org/10.1145/2501115 db/conf/icdar/hip2013.html

Volkmar Frinken Andreas Fischer 0002 R. Manmatha Horst Bunke A Novel Word Spotting Method Based on Recurrent Neural Networks. 211-224 2012 34 IEEE Trans. Pattern Anal. Mach. Intell. 2 https://doi.org/10.1109/TPAMI.2011.113 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2011.113 https://www.wikidata.org/entity/Q51560673 db/journals/pami/pami34.html#FrinkenFMB12

Andreas Fischer 0002 Andreas Keller Volkmar Frinken Horst Bunke Lexicon-free handwritten word spotting using character HMMs. 934-942 2012 33 Pattern Recognit. Lett. 7 https://doi.org/10.1016/j.patrec.2011.09.009 db/journals/prl/prl33.html#FischerKFB12

Volkmar Frinken Markus Baumgartner Andreas Fischer 0002 Horst Bunke Semi-supervised Learning for Cursive Handwriting Recognition Using Keyword Spotting. 49-54 2012 conf/icfhr/2012 ICFHR https://doi.org/10.1109/ICFHR.2012.268 https://doi.ieeecomputersociety.org/10.1109/ICFHR.2012.268 db/conf/icfhr/icfhr2012.html#FrinkenBFB12 Emanuel Indermühle Volkmar Frinken Horst Bunke Mode Detection in Online Handwritten Documents Using BLSTM Neural Networks. 302-307 2012 conf/icfhr/2012 ICFHR https://doi.org/10.1109/ICFHR.2012.232 https://doi.ieeecomputersociety.org/10.1109/ICFHR.2012.232 db/conf/icfhr/icfhr2012.html#IndermuhleFB12 Volkmar Frinken Francisco Zamora-Martínez Salvador España Boquera María José Castro Bleda Andreas Fischer 0002 Horst Bunke Long-short term memory neural networks language modeling for handwriting recognition. 701-704 2012 ICPR https://ieeexplore.ieee.org/document/6460231/ conf/icpr/2012 db/conf/icpr/icpr2012.html#FrinkenZBBFB12 Volkmar Frinken Alicia Fornés Josep Lladós 0001 Jean-Marc Ogier Bidirectional Language Model for Handwriting Recognition. 611-619 2012 SSPR/SPR https://doi.org/10.1007/978-3-642-34166-3_67 conf/sspr/2012 db/conf/sspr/sspr2012.html#FrinkenFLO12 Andreas Fischer 0002 Volkmar Frinken Alicia Fornés Horst Bunke Transcription alignment of Latin manuscripts using hidden Markov models. 29-36 2011 HIP@ICDAR https://doi.org/10.1145/2037342.2037348 conf/icdar/2011hip db/conf/icdar/hip2011.html#0002FFB11 Andreas Fischer 0002 Emanuel Indermühle Volkmar Frinken Horst Bunke HMM-Based Alignment of Inaccurate Transcriptions for Historical Documents. 53-57 2011 ICDAR https://doi.org/10.1109/ICDAR.2011.20 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2011.20 conf/icdar/2011 db/conf/icdar/icdar2011.html#FischerIFB11 Emanuel Indermühle Volkmar Frinken Andreas Fischer 0002 Horst Bunke Keyword Spotting in Online Handwritten Documents Containing Text and Non-text Using BLSTM Neural Networks. 73-77 2011 ICDAR https://doi.org/10.1109/ICDAR.2011.24 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2011.24 conf/icdar/2011 db/conf/icdar/icdar2011.html#IndermuhleFFB11 Alicia Fornés Volkmar Frinken Andreas Fischer 0002 Jon Almazán Gabriel Jackson Horst Bunke A keyword spotting approach using blurred shape model-based descriptors. 83-90 2011 HIP@ICDAR https://doi.org/10.1145/2037342.2037356 conf/icdar/2011hip db/conf/icdar/hip2011.html#FornesF0AJB11 Raman Jain Volkmar Frinken C. V. Jawahar Raghavan Manmatha BLSTM Neural Network Based Word Retrieval for Hindi Documents. 83-87 2011 ICDAR https://doi.org/10.1109/ICDAR.2011.26 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2011.26 conf/icdar/2011 db/conf/icdar/icdar2011.html#JainFJM11 Volkmar Frinken Andreas Fischer 0002 Horst Bunke Alicia Fornés Co-training for Handwritten Word Recognition. 314-318 2011 ICDAR https://doi.org/10.1109/ICDAR.2011.71 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2011.71 conf/icdar/2011 db/conf/icdar/icdar2011.html#FrinkenFBF11 Volkmar Frinken Andreas Fischer 0002 Horst Bunke Improving handwritten keyword spotting with self-training. 840-845 2011 SAC https://doi.org/10.1145/1982185.1982368 conf/sac/2011 db/conf/sac/sac2011.html#FrinkenFB11 Volkmar Frinken Andreas Fischer 0002 Horst Bunke A Novel Word Spotting Algorithm Using Bidirectional Long Short-Term Memory Neural Networks. 185-196 2010 ANNPR https://doi.org/10.1007/978-3-642-12159-3_17 conf/annpr/2010 db/conf/annpr/annpr2010.html#FrinkenFB10 Volkmar Frinken Horst Bunke Self-training for Handwritten Text Line Recognition. 104-112 2010 CIARP https://doi.org/10.1007/978-3-642-16687-7_18 conf/ciarp/2010 db/conf/ciarp/ciarp2010.html#FrinkenB10 Volkmar Frinken Andreas Fischer 0002 Horst Bunke R. Manmatha Adapting BLSTM Neural Network Based Keyword Spotting Trained on Modern Data to Historical Documents. 352-357 2010 ICFHR https://doi.org/10.1109/ICFHR.2010.61 https://doi.ieeecomputersociety.org/10.1109/ICFHR.2010.61 conf/icfhr/2010 db/conf/icfhr/icfhr2010.html#FrinkenFBM10 Andreas Fischer 0002 Andreas Keller Volkmar Frinken Horst Bunke HMM-based Word Spotting in Handwritten Documents Using Subword Models. 3416-3419 2010 ICPR https://doi.org/10.1109/ICPR.2010.834 https://doi.ieeecomputersociety.org/10.1109/ICPR.2010.834 conf/icpr/2010 db/conf/icpr/icpr2010.html#FischerKFB10 Volkmar Frinken Andreas Fischer 0002 Horst Bunke Combining Neural Networks to Improve Performance of Handwritten Keyword Spotting. 215-224 2010 MCS https://doi.org/10.1007/978-3-642-12127-2_22 conf/mcs/2010 db/conf/mcs/mcs2010.html#FrinkenFB10 Volkmar Frinken Tim Peter Andreas Fischer 0002 Horst Bunke Trinh Minh Tri Do Thierry Artières Improved Handwriting Recognition by Combining Two Forms of Hidden Markov Models and a Recurrent Neural Network. 189-196 2009 CAIP https://doi.org/10.1007/978-3-642-03767-2_23 conf/caip/2009 db/conf/caip/caip2009.html#FrinkenPFBDA09 Kaspar Riesen Volkmar Frinken Horst Bunke Improving Graph Classification by Isomap. 205-214 2009 GbRPR https://doi.org/10.1007/978-3-642-02124-4_21 conf/gbrpr/2009 db/conf/gbrpr/gbrpr2009.html#RiesenFB09 Volkmar Frinken Horst Bunke Evaluating Retraining Rules for Semi-Supervised Learning in Neural Network Based Cursive Word Recognition. 31-35 2009 ICDAR https://doi.org/10.1109/ICDAR.2009.18 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2009.18 conf/icdar/2009 db/conf/icdar/icdar2009.html#FrinkenB09 Volkmar Frinken Horst Bunke Self-training Strategies for Handwriting Word Recognition. 291-300 2009 ICDM https://doi.org/10.1007/978-3-642-03067-3_23 conf/incdm/2009 db/conf/incdm/incdm2009.html#FrinkenB09 Muhammad Zeshan Afzal Jon Almazán Thierry Artières Andrew D. Bagdanov Donato Barbuzzi Bill Barrett Markus Baumgartner Nilanjana Bhattacharya María José Castro Bleda Salvador España Boquera Horst Bunke Núria Cirera Andreas Dengel 0001 Trinh Minh Tri Do Yaokai Feng Andreas Fischer 0002 Alicia Fornés Kensho Fujisaki Donato Impedovo Kohei Inai Emanuel Indermühle Ryosuke Ishida Yutaro Iwakiri Brian Kenji Iwana Gabriel Jackson Raman Jain C. V. Jawahar Guha Jayachandran Ryosuke Kakisako Dimosthenis Karatzas Andreas Keller Marcus Liwicki Josep Lladós 0001 Muhammad Imran Malik R. ManmathaRaghavan Manmatha Volker Märgner Carlos D. Martínez-Hinarejos Minoru Mori Ryota Ogata Jean-Marc Ogier Umapada Pal 0001 Shriphani Palakodety Marten Palsson Tim Peter Giuseppe Pirlo Nilesh Powar Satish Ravindran Kaspar Riesen Verónica Romero 0001 Partha Pratim Roy 0001 Marçal Rusiñol Joan-Andreu Sánchez Nicolás Serrano Ching Y. Suen Alejandro H. ToselliAlejandro Héctor Toselli Rossi Seiichi Uchida Enrique Vidal 0001 Francisco Zamora-Martínez