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Human pose estimation (HPE) is a central part of understanding the visual narration and body movements of characters depicted in artwork collections, such as Greek vase paintings.
Description and recognition of curved objects
Ramakant Nevatia and Thomas O Binford. 1977 · 1977
Earlier work this paper cites.
Gestures in Attic Vase Painting: use and meaning, 550-450 BC
Timothy John McNiven. 1983 · 1983
Earlier work this paper cites.
Cycada: Cycle-consistent adversarial domain adaptation. In International conference on machine learning . PMLR, PMLR, Sweden, 1989–1998
Judy Hoffman, Eric Tzeng, Taesung Park, Jun-Yan Zhu, Phillip Isola, Kate Saenko, Alexei Efros, and Trevor Darrell. 2018 · 1998
Earlier work this paper cites.
Bild und Mythos: Geschichte der Bilderzählung in der griechischen Kunst
Luca Giuliani. 2003 · 2003
Earlier work this paper cites.
Image processing for artist identification
C Richard Johnson, Ella Hendriks, Igor J Berezhnoy, Eugene Brevdo, Shannon M Hughes, Ingrid Daubechies, Jia Li, Eric Postma, and James Z Wang. 2008 · 2008
Earlier work this paper cites.
Structural differentiation of pursuit scenes
Mark Stansbury-O’Donnell. 2009 · 2009
Earlier work this paper cites.
Understanding the difficulty of training deep feedforward neural networks. In Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (Proceedings of Machine Learning Research, Vol. 9) , Yee Whye Teh and Mike Titterington (Eds.). PMLR, Chia Laguna Resort, Sardinia, Italy, 249–256
Xavier Glorot and Yoshua Bengio. 2010 · 2010
Earlier work this paper cites.
Artistic Image Classification: An Analysis on the PRINTART Database. In Computer Vision – ECCV 2012 , Andrew Fitzgibbon, Svetlana Lazebnik, Pietro Perona, Yoichi Sato, and Cordelia Schmid (Eds.). Springer Berlin Heidelberg, Berlin, Heidelberg, 143–157
Gustavo Carneiro, Nuno Pinho da Silva, Alessio Del Bue, and João Paulo Costeira. 2012 · 2012
Earlier work this paper cites.
Aby Warburg’s Pathosformel as Methodological Paradigm
Colleen M. Becker. 2013 · 2013
Earlier work this paper cites.
Nonverbal communication in medieval illustrations revisited by computer vision and art history
Peter Bell, Joseph Schlecht, and Björn Ommer. 2013 · 2013
Earlier work this paper cites.
Of gods and goats: Weakly supervised learning of figurative art
Elliot J Crowley and Andrew Zisserman. 2013 · 2013
Earlier work this paper cites.
The State of the Art: Object Retrieval in Paintings using Discriminative Regions. In British Machine Vision Conference, BMVC 2014, Nottingham, UK, September 1-5, 2014 . BMVA Press, UK
Elliot Crowley and Andrew Zisserman. 2014 · 2014
Earlier work this paper cites.
Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation. In 2014 IEEE Conference on Computer Vision and Pattern Recognition . IEEE, US, 580–587
Ross Girshick, Jeff Donahue, Trevor Darrell, and Jitendra Malik. 2014 · 2014
Earlier work this paper cites.
Microsoft coco: Common objects in context. In European conference on computer vision . Springer, Switzerland, 740–755
Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C Lawrence Zitnick. 2014 · 2014
Earlier work this paper cites.
The rijksmuseum challenge: Museum-centered visual recognition. In Proceedings of International Conference on Multimedia Retrieval . ICML, China, 451–454
Thomas Mensink and Jan Van Gemert. 2014 · 2014
Earlier work this paper cites.
Joint training of a convolutional network and a graphical model for human pose estimation. In Advances in neural information processing systems . NIPS, Canada, 1799–1807
Jonathan J Tompson, Arjun Jain, Yann LeCun, and Christoph Bregler. 2014 · 2014
Earlier work this paper cites.
Deeppose: Human pose estimation via deep neural networks. In Proceedings of the IEEE conference on computer vision and pattern recognition . IEEE, USA, 1653–1660
Alexander Toshev and Christian Szegedy. 2014 · 2014
Earlier work this paper cites.
Fast R-CNN. In 2015 IEEE International Conference on Computer Vision (ICCV) . IEEE, US, 1440–1448
Ross Girshick. 2015 · 2015
Earlier work this paper cites.
Cross-depiction problem: Recognition and synthesis of photographs and artwork
Peter Hall, Hongping Cai, Qi Wu, and Tadeo Corradi. 2015 · 2015
Earlier work this paper cites.
Adam: A method for stochastic gradient descent. In ICLR: International Conference on Learning Representations . ICLR, US, –
Diederik P Kingma and Jimmy Lei Ba. 2015 · 2015
Cited alongside, same era.
Learning transferable features with deep adaptation networks. In International conference on machine learning . PMLR, France, 97–105
Mingsheng Long, Yue Cao, Jianmin Wang, and Michael Jordan. 2015 · 2015
Cited alongside, same era.
Human Pose Estimation with Iterative Error Feedback. In 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) . IEEE, United States, 4733–4742
João Carreira, Pulkit Agrawal, Katerina Fragkiadaki, and Jitendra Malik. 2016 · 2016
Cited alongside, same era.
Image Style Transfer Using Convolutional Neural Networks. In 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) . IEEE, US, 2414–2423
Leon A. Gatys, Alexander S. Ecker, and Matthias Bethge. 2016 · 2016
Cited alongside, same era.
Universal style transfer via feature transforms. In Advances in neural information processing systems . NIPS, USA, 386–396
Yijun Li, Chen Fang, Jimei Yang, Zhaowen Wang, Xin Lu, and Ming-Hsuan Yang. 2017 · 2017
Later among the works it cites.
Autodial: Automatic domain alignment layers. In Proceedings of the IEEE International Conference on Computer Vision . IEEE, Italy, 5067–5075
Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, and Samuel Rota Bulo. 2017 · 2017
Later among the works it cites.
Towards accurate multi-person pose estimation in the wild. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition . IEEE, United States, 4903–4911
George Papandreou, Tyler Zhu, Nori Kanazawa, Alexander Toshev, Jonathan Tompson, Chris Bregler, and Kevin Murphy. 2017 · 2017
Later among the works it cites.
Fine-tuning convolutional neural networks for fine art classification
Eva Cetinic, Tomislav Lipic, and Sonja Grgic. 2018 · 2018
Later among the works it cites.
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Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun. 2016 · 2016
Cited alongside, same era.
Deepercut: A deeper, stronger, and faster multi-person pose estimation model. In European Conference on Computer Vision . Springer, Netherlands, 34–50
Eldar Insafutdinov, Leonid Pishchulin, Bjoern Andres, Mykhaylo Andriluka, and Bernt Schiele. 2016 · 2016
Cited alongside, same era.
Perceptual Losses for Real-Time Style Transfer and Super-Resolution
Justin Johnson, Alexandre Alahi, and Li Fei-Fei. 2016 · 2016
Cited alongside, same era.
Stacked hourglass networks for human pose estimation. In European conference on computer vision . Springer, Springer, Netherlands, 483–499
Alejandro Newell, Kaiyu Yang, and Jia Deng. 2016 · 2016
Cited alongside, same era.
Deepcut: Joint subset partition and labeling for multi person pose estimation. In Proceedings of the IEEE conference on computer vision and pattern recognition . IEEE, US, 4929–4937
Leonid Pishchulin, Eldar Insafutdinov, Siyu Tang, Bjoern Andres, Mykhaylo Andriluka, Peter V Gehler, and Bernt Schiele. 2016 · 2016
Cited alongside, same era.
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun. 2017 · 2016
Cited alongside, same era.
Large-scale Classification of Fine-Art Paintings: Learning The Right Metric on The Right Feature
Babak Saleh and Ahmed Elgammal. 2016 · 2016
Cited alongside, same era.
Deep coral: Correlation alignment for deep domain adaptation. In European conference on computer vision . Springer, Springer, Netherlands, 443–450
Baochen Sun and Kate Saenko. 2016 · 2016
Cited alongside, same era.
Yilun Chen, Zhicheng Wang, Yuxiang Peng, Zhiqiang Zhang, Gang Yu, and Jian Sun. 2018 · 2018
Later among the works it cites.
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification. In 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition . IEEE, US, 994–1003
Weijian Deng, Liang Zheng, Qixiang Ye, Guoliang Kang, Yi Yang, and Jianbin Jiao. 2018 · 2018
Later among the works it cites.
Cross-domain weakly-supervised object detection through progressive domain adaptation. In Proceedings of the IEEE conference on computer vision and pattern recognition . IEEE, United States, 5001–5009
Naoto Inoue, Ryosuke Furuta, Toshihiko Yamasaki, and Kiyoharu Aizawa. 2018 · 2018
Later among the works it cites.
From source to target and back: symmetric bi-directional adaptive gan. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition . IEEE, US, 8099–8108
Paolo Russo, Fabio M Carlucci, Tatiana Tommasi, and Barbara Caputo. 2018 · 2018
Later among the works it cites.
New techniques for the digitization of art historical photographic archives-the case of the cini foundation in venice. In Archiving Conference (2018, 1) . Society for Imaging Science and Technology, Society for Imaging Science and Technology, US, 1–5
Benoit Seguin, Lisandra Costiner, Isabella di Lenardo, and Frédéric Kaplan. 2018 · 2018
Later among the works it cites.
Simple baselines for human pose estimation and tracking. In Proceedings of the European conference on computer vision (ECCV) . ECCV, Germany, 466–481
Bin Xiao, Haiping Wu, and Yichen Wei. 2018 · 2018
Later among the works it cites.
Optuna: A next-generation hyperparameter optimization framework. In Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining . ACM, United States, 2623–2631
Takuya Akiba, Shotaro Sano, Toshihiko Yanase, Takeru Ohta, and Masanori Koyama. 2019 · 2019
Later among the works it cites.
Ikonographie und Interaktion. Computergestützte Analyse von Posen in Bildern der Heilsgeschichte
Peter Bell and Leonardo Impett. 2019 · 2019
Later among the works it cites.
Linking Art through Human Poses. In 2019 International Conference on Document Analysis and Recognition (ICDAR) . IEEE, Australia, 1338–1345
Tomas Jenicek and Ondřej Chum. 2019 · 2019
Later among the works it cites.
Recognizing Characters in Art History Using Deep Learning. In Proceedings of the 1st Workshop on Structuring and Understanding of Multimedia heritAge Contents . ACM, France, 15–22
Prathmesh Madhu, Ronak Kosti, Lara Mührenberg, Peter Bell, Andreas Maier, and Vincent Christlein. 2019 · 2019
Later among the works it cites.
PoseFix: Model-Agnostic General Human Pose Refinement Network. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) . IEEE, US, –
Gyeongsik Moon, Ju Yong Chang, and Kyoung Mu Lee. 2019 · 2019
Later among the works it cites.
Domain adaptation for object detection via style consistency. In BMVC . BMVA Press, UK, –
AL Rodriguez and K Mikolajczyk. 2019 · 2019
Later among the works it cites.
Unsupervised domain adaptation using feature-whitening and consensus loss. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition . IEEE, US, 9471–9480
Subhankar Roy, Aliaksandr Siarohin, Enver Sangineto, Samuel Rota Bulo, Nicu Sebe, and Elisa Ricci. 2019 · 2019
Later among the works it cites.
Deep high-resolution representation learning for human pose estimation. In Proceedings of the IEEE conference on computer vision and pattern recognition . IEEE, US, 5693–5703
Ke Sun, Bin Xiao, Dong Liu, and Jingdong Wang. 2019 · 2019
Later among the works it cites.