Bag-of-words model in computer vision (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Bag-of-words model in computer vision" in English language version.

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19doi.org

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8web.archive.org

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4mit.edu

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archives-ouvertes.fr

hal.archives-ouvertes.fr

Koniusz, Piotr; Yan, Fei; Gosselin, Philippe Henri; Mikolajczyk, Krystian (2017-02-24). "Higher-order occurrence pooling for bags-of-words: Visual concept detection" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 39 (2): 313–326. doi:10.1109/TPAMI.2016.2545667. hdl:10044/1/39814. ISSN 0162-8828. PMID 27019477.

berkeley.edu

cs.berkeley.edu

T. Leung; J. Malik (2001). "Representing and recognizing the visual appearance of materials using three-dimensional textons" (PDF). International Journal of Computer Vision. 43 (1): 29–44. doi:10.1023/A:1011126920638. S2CID 14915716.

brown.edu

cs.brown.edu

T. Hoffman (1999). "Probabilistic Latent Semantic Analysis" (PDF). Proc. of the Fifteenth Conference on Uncertainty in Artificial Intelligence. Archived from the original (PDF) on 2007-07-10. Retrieved 2007-12-10.

doi.org

Video Google: A Text Retrieval Approach to Object Matching in Videos. 13-16 October 2003. 2003.
Fei-Fei Li; Perona, P. (2005). "A Bayesian Hierarchical Model for Learning Natural Scene Categories". 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05). Vol. 2. pp. 524–531. doi:10.1109/CVPR.2005.16. ISBN 978-0-7695-2372-9. S2CID 6387937.
Qiu, G. (2002). "Indexing chromatic and achromatic patterns for content-based colour image retrieval" (PDF). Pattern Recognition. 35 (8): 1675–1686. Bibcode:2002PatRe..35.1675Q. doi:10.1016/S0031-3203(01)00162-5.
Vidal-Naquet; Ullman (1999). "Object recognition with informative features and linear classification" (PDF). Proceedings Ninth IEEE International Conference on Computer Vision. pp. 1150–1157. CiteSeerX 10.1.1.131.1283. doi:10.1109/ICCV.2003.1238356. ISBN 978-0-7695-1950-0. S2CID 15620181.
T. Leung; J. Malik (2001). "Representing and recognizing the visual appearance of materials using three-dimensional textons" (PDF). International Journal of Computer Vision. 43 (1): 29–44. doi:10.1023/A:1011126920638. S2CID 14915716.
Sivic, J.; Russell, B.C.; Efros, A.A.; Zisserman, A.; Freeman, W.T. (2005). "Discovering objects and their location in images" (PDF). Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1. p. 370. CiteSeerX 10.1.1.184.1253. doi:10.1109/ICCV.2005.77. ISBN 978-0-7695-2334-7. S2CID 206769491. Archived from the original (PDF) on 2020-01-31. Retrieved 2007-12-10.
D. Blei; A. Ng & M. Jordan (2003). Lafferty, John (ed.). "Latent Dirichlet allocation" (PDF). Journal of Machine Learning Research. 3 (4–5): 993–1022. doi:10.1162/jmlr.2003.3.4-5.993. Archived from the original (PDF) on 2008-08-22. Retrieved 2007-12-10.
Serre, T.; Wolf, L.; Poggio, T. (2005). "Object Recognition with Features Inspired by Visual Cortex" (PDF). 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05). Vol. 2. p. 994. CiteSeerX 10.1.1.71.5276. doi:10.1109/CVPR.2005.254. ISBN 978-0-7695-2372-9. S2CID 260426. Archived from the original (PDF) on 2017-07-06. Retrieved 2007-12-10.
Jianguo Zhang; Marcin Marszałek; Svetlana Lazebnik; Cordelia Schmid (2007). "Local Features and Kernels for Classification of Texture and Object Categories: a Comprehensive Study" (PDF). International Journal of Computer Vision. 73 (2): 213–238. doi:10.1007/s11263-006-9794-4. S2CID 1486613.
Grauman, K.; Darrell, T. (2005). "The pyramid match kernel: discriminative classification with sets of image features" (PDF). Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1. p. 1458. CiteSeerX 10.1.1.644.6159. doi:10.1109/ICCV.2005.239. ISBN 978-0-7695-2334-7. S2CID 13036203.
Jianchao Yang; Kai Yu; Yihong Gong; Huang, T. (2009). "Linear spatial pyramid matching using sparse coding for image classification". 2009 IEEE Conference on Computer Vision and Pattern Recognition. p. 1794. doi:10.1109/CVPR.2009.5206757. ISBN 978-1-4244-3992-8. S2CID 440212. Archived from the original on 2019-03-20. Retrieved 2011-09-09.
Savarese, S.; Winn, J.; Criminisi, A. (2006). "Discriminative Object Class Models of Appearance and Shape by Correlatons" (PDF). 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2 (CVPR'06). Vol. 2. p. 2033. CiteSeerX 10.1.1.587.8853. doi:10.1109/CVPR.2006.102. ISBN 978-0-7695-2597-6. S2CID 1457124. Archived from the original (PDF) on 2013-10-29. Retrieved 2007-12-10.
Sudderth, E.B.; Torralba, A.; Freeman, W.T.; Willsky, A.S. (2005). "Learning hierarchical models of scenes, objects, and parts" (PDF). Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1. p. 1331. CiteSeerX 10.1.1.128.7259. doi:10.1109/ICCV.2005.137. ISBN 978-0-7695-2334-7. S2CID 6153430. Archived from the original (PDF) on 2019-02-03. Retrieved 2007-12-10.
Niebles, Juan Carlos; Li Fei-Fei (2007). "A Hierarchical Model of Shape and Appearance for Human Action Classification" (PDF). 2007 IEEE Conference on Computer Vision and Pattern Recognition. p. 1. CiteSeerX 10.1.1.173.2667. doi:10.1109/CVPR.2007.383132. ISBN 978-1-4244-1179-5. S2CID 9213242.
Lazebnik, S.; Schmid, C.; Ponce, J. (2006). "Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories" (PDF). 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2 (CVPR'06). Vol. 2. p. 2169. CiteSeerX 10.1.1.651.9183. doi:10.1109/CVPR.2006.68. ISBN 978-0-7695-2597-6. S2CID 2421251. Archived from the original (PDF) on 2018-05-08. Retrieved 2007-12-10.
Koniusz, Piotr; Yan, Fei; Mikolajczyk, Krystian (2013-05-01). "Comparison of mid-level feature coding approaches and pooling strategies in visual concept detection". Computer Vision and Image Understanding. 117 (5): 479–492. doi:10.1016/j.cviu.2012.10.010. ISSN 1077-3142.
Koniusz, Piotr; Yan, Fei; Gosselin, Philippe Henri; Mikolajczyk, Krystian (2017-02-24). "Higher-order occurrence pooling for bags-of-words: Visual concept detection" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 39 (2): 313–326. doi:10.1109/TPAMI.2016.2545667. hdl:10044/1/39814. ISSN 0162-8828. PMID 27019477.
Jégou, H.; Douze, M.; Schmid, C.; Pérez, P. (2010-06-01). "Aggregating local descriptors into a compact image representation". 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (PDF). pp. 3304–3311. doi:10.1109/CVPR.2010.5540039. ISBN 978-1-4244-6984-0. S2CID 1912782.
Seeland, Marco; Rzanny, Michael; Alaqraa, Nedal; Wäldchen, Jana; Mäder, Patrick (2017-02-24). "Plant species classification using flower images—A comparative study of local feature representations". PLOS ONE. 12 (2): e0170629. Bibcode:2017PLoSO..1270629S. doi:10.1371/journal.pone.0170629. ISSN 1932-6203. PMC 5325198. PMID 28234999.

handle.net

hdl.handle.net

Koniusz, Piotr; Yan, Fei; Gosselin, Philippe Henri; Mikolajczyk, Krystian (2017-02-24). "Higher-order occurrence pooling for bags-of-words: Visual concept detection" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 39 (2): 313–326. doi:10.1109/TPAMI.2016.2545667. hdl:10044/1/39814. ISSN 0162-8828. PMID 27019477.

harvard.edu

ui.adsabs.harvard.edu

Qiu, G. (2002). "Indexing chromatic and achromatic patterns for content-based colour image retrieval" (PDF). Pattern Recognition. 35 (8): 1675–1686. Bibcode:2002PatRe..35.1675Q. doi:10.1016/S0031-3203(01)00162-5.
Seeland, Marco; Rzanny, Michael; Alaqraa, Nedal; Wäldchen, Jana; Mäder, Patrick (2017-02-24). "Plant species classification using flower images—A comparative study of local feature representations". PLOS ONE. 12 (2): e0170629. Bibcode:2017PLoSO..1270629S. doi:10.1371/journal.pone.0170629. ISSN 1932-6203. PMC 5325198. PMID 28234999.

illinois.edu

ifp.illinois.edu

Jianchao Yang; Kai Yu; Yihong Gong; Huang, T. (2009). "Linear spatial pyramid matching using sparse coding for image classification". 2009 IEEE Conference on Computer Vision and Pattern Recognition. p. 1794. doi:10.1109/CVPR.2009.5206757. ISBN 978-1-4244-3992-8. S2CID 440212. Archived from the original on 2019-03-20. Retrieved 2011-09-09.

inria.fr

hal.inria.fr

Jégou, H.; Douze, M.; Schmid, C.; Pérez, P. (2010-06-01). "Aggregating local descriptors into a compact image representation". 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (PDF). pp. 3304–3311. doi:10.1109/CVPR.2010.5540039. ISBN 978-1-4244-6984-0. S2CID 1912782.

inrialpes.fr

lear.inrialpes.fr

Jianguo Zhang; Marcin Marszałek; Svetlana Lazebnik; Cordelia Schmid (2007). "Local Features and Kernels for Classification of Texture and Object Categories: a Comprehensive Study" (PDF). International Journal of Computer Vision. 73 (2): 213–238. doi:10.1007/s11263-006-9794-4. S2CID 1486613.

johnwinn.org

Savarese, S.; Winn, J.; Criminisi, A. (2006). "Discriminative Object Class Models of Appearance and Shape by Correlatons" (PDF). 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2 (CVPR'06). Vol. 2. p. 2033. CiteSeerX 10.1.1.587.8853. doi:10.1109/CVPR.2006.102. ISBN 978-0-7695-2597-6. S2CID 1457124. Archived from the original (PDF) on 2013-10-29. Retrieved 2007-12-10.

mit.edu

ssg.mit.edu

Sudderth, E.B.; Torralba, A.; Freeman, W.T.; Willsky, A.S. (2005). "Learning hierarchical models of scenes, objects, and parts" (PDF). Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1. p. 1331. CiteSeerX 10.1.1.128.7259. doi:10.1109/ICCV.2005.137. ISBN 978-0-7695-2334-7. S2CID 6153430. Archived from the original (PDF) on 2019-02-03. Retrieved 2007-12-10.
E. Sudderth; A. Torralba; W. Freeman & A. Willsky (2005). "Describing Visual Scenes using Transformed Dirichlet Processes" (PDF). Proc. of Neural Information Processing Systems.

people.csail.mit.edu

L. Fei-Fei; R. Fergus & A. Torralba. "Recognizing and Learning Object Categories, CVPR 2007 short course".

cbcl.mit.edu

Serre, T.; Wolf, L.; Poggio, T. (2005). "Object Recognition with Features Inspired by Visual Cortex" (PDF). 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05). Vol. 2. p. 994. CiteSeerX 10.1.1.71.5276. doi:10.1109/CVPR.2005.254. ISBN 978-0-7695-2372-9. S2CID 260426. Archived from the original (PDF) on 2017-07-06. Retrieved 2007-12-10.

nih.gov

pubmed.ncbi.nlm.nih.gov

Koniusz, Piotr; Yan, Fei; Gosselin, Philippe Henri; Mikolajczyk, Krystian (2017-02-24). "Higher-order occurrence pooling for bags-of-words: Visual concept detection" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 39 (2): 313–326. doi:10.1109/TPAMI.2016.2545667. hdl:10044/1/39814. ISSN 0162-8828. PMID 27019477.
Seeland, Marco; Rzanny, Michael; Alaqraa, Nedal; Wäldchen, Jana; Mäder, Patrick (2017-02-24). "Plant species classification using flower images—A comparative study of local feature representations". PLOS ONE. 12 (2): e0170629. Bibcode:2017PLoSO..1270629S. doi:10.1371/journal.pone.0170629. ISSN 1932-6203. PMC 5325198. PMID 28234999.

ncbi.nlm.nih.gov

Seeland, Marco; Rzanny, Michael; Alaqraa, Nedal; Wäldchen, Jana; Mäder, Patrick (2017-02-24). "Plant species classification using flower images—A comparative study of local feature representations". PLOS ONE. 12 (2): e0170629. Bibcode:2017PLoSO..1270629S. doi:10.1371/journal.pone.0170629. ISSN 1932-6203. PMC 5325198. PMID 28234999.

nott.ac.uk

cs.nott.ac.uk

Qiu, G. (2002). "Indexing chromatic and achromatic patterns for content-based colour image retrieval" (PDF). Pattern Recognition. 35 (8): 1675–1686. Bibcode:2002PatRe..35.1675Q. doi:10.1016/S0031-3203(01)00162-5.

ox.ac.uk

robots.ox.ac.uk

Sivic, J.; Russell, B.C.; Efros, A.A.; Zisserman, A.; Freeman, W.T. (2005). "Discovering objects and their location in images" (PDF). Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1. p. 370. CiteSeerX 10.1.1.184.1253. doi:10.1109/ICCV.2005.77. ISBN 978-0-7695-2334-7. S2CID 206769491. Archived from the original (PDF) on 2020-01-31. Retrieved 2007-12-10.

princeton.edu

cs.princeton.edu

D. Blei; A. Ng & M. Jordan (2003). Lafferty, John (ed.). "Latent Dirichlet allocation" (PDF). Journal of Machine Learning Research. 3 (4–5): 993–1022. doi:10.1162/jmlr.2003.3.4-5.993. Archived from the original (PDF) on 2008-08-22. Retrieved 2007-12-10.

psu.edu

citeseerx.ist.psu.edu

Vidal-Naquet; Ullman (1999). "Object recognition with informative features and linear classification" (PDF). Proceedings Ninth IEEE International Conference on Computer Vision. pp. 1150–1157. CiteSeerX 10.1.1.131.1283. doi:10.1109/ICCV.2003.1238356. ISBN 978-0-7695-1950-0. S2CID 15620181.
Sivic, J.; Russell, B.C.; Efros, A.A.; Zisserman, A.; Freeman, W.T. (2005). "Discovering objects and their location in images" (PDF). Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1. p. 370. CiteSeerX 10.1.1.184.1253. doi:10.1109/ICCV.2005.77. ISBN 978-0-7695-2334-7. S2CID 206769491. Archived from the original (PDF) on 2020-01-31. Retrieved 2007-12-10.
Serre, T.; Wolf, L.; Poggio, T. (2005). "Object Recognition with Features Inspired by Visual Cortex" (PDF). 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05). Vol. 2. p. 994. CiteSeerX 10.1.1.71.5276. doi:10.1109/CVPR.2005.254. ISBN 978-0-7695-2372-9. S2CID 260426. Archived from the original (PDF) on 2017-07-06. Retrieved 2007-12-10.
Grauman, K.; Darrell, T. (2005). "The pyramid match kernel: discriminative classification with sets of image features" (PDF). Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1. p. 1458. CiteSeerX 10.1.1.644.6159. doi:10.1109/ICCV.2005.239. ISBN 978-0-7695-2334-7. S2CID 13036203.
Savarese, S.; Winn, J.; Criminisi, A. (2006). "Discriminative Object Class Models of Appearance and Shape by Correlatons" (PDF). 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2 (CVPR'06). Vol. 2. p. 2033. CiteSeerX 10.1.1.587.8853. doi:10.1109/CVPR.2006.102. ISBN 978-0-7695-2597-6. S2CID 1457124. Archived from the original (PDF) on 2013-10-29. Retrieved 2007-12-10.
Sudderth, E.B.; Torralba, A.; Freeman, W.T.; Willsky, A.S. (2005). "Learning hierarchical models of scenes, objects, and parts" (PDF). Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1. p. 1331. CiteSeerX 10.1.1.128.7259. doi:10.1109/ICCV.2005.137. ISBN 978-0-7695-2334-7. S2CID 6153430. Archived from the original (PDF) on 2019-02-03. Retrieved 2007-12-10.
Niebles, Juan Carlos; Li Fei-Fei (2007). "A Hierarchical Model of Shape and Appearance for Human Action Classification" (PDF). 2007 IEEE Conference on Computer Vision and Pattern Recognition. p. 1. CiteSeerX 10.1.1.173.2667. doi:10.1109/CVPR.2007.383132. ISBN 978-1-4244-1179-5. S2CID 9213242.
Lazebnik, S.; Schmid, C.; Ponce, J. (2006). "Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories" (PDF). 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2 (CVPR'06). Vol. 2. p. 2169. CiteSeerX 10.1.1.651.9183. doi:10.1109/CVPR.2006.68. ISBN 978-0-7695-2597-6. S2CID 2421251. Archived from the original (PDF) on 2018-05-08. Retrieved 2007-12-10.

citeseer.ist.psu.edu

G. Csurka; C. Dance; L.X. Fan; J. Willamowski & C. Bray (2004). "Visual categorization with bags of keypoints". Proc. of ECCV International Workshop on Statistical Learning in Computer Vision.

semanticscholar.org

api.semanticscholar.org

Fei-Fei Li; Perona, P. (2005). "A Bayesian Hierarchical Model for Learning Natural Scene Categories". 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05). Vol. 2. pp. 524–531. doi:10.1109/CVPR.2005.16. ISBN 978-0-7695-2372-9. S2CID 6387937.
Vidal-Naquet; Ullman (1999). "Object recognition with informative features and linear classification" (PDF). Proceedings Ninth IEEE International Conference on Computer Vision. pp. 1150–1157. CiteSeerX 10.1.1.131.1283. doi:10.1109/ICCV.2003.1238356. ISBN 978-0-7695-1950-0. S2CID 15620181.
T. Leung; J. Malik (2001). "Representing and recognizing the visual appearance of materials using three-dimensional textons" (PDF). International Journal of Computer Vision. 43 (1): 29–44. doi:10.1023/A:1011126920638. S2CID 14915716.
Sivic, J.; Russell, B.C.; Efros, A.A.; Zisserman, A.; Freeman, W.T. (2005). "Discovering objects and their location in images" (PDF). Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1. p. 370. CiteSeerX 10.1.1.184.1253. doi:10.1109/ICCV.2005.77. ISBN 978-0-7695-2334-7. S2CID 206769491. Archived from the original (PDF) on 2020-01-31. Retrieved 2007-12-10.
Serre, T.; Wolf, L.; Poggio, T. (2005). "Object Recognition with Features Inspired by Visual Cortex" (PDF). 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05). Vol. 2. p. 994. CiteSeerX 10.1.1.71.5276. doi:10.1109/CVPR.2005.254. ISBN 978-0-7695-2372-9. S2CID 260426. Archived from the original (PDF) on 2017-07-06. Retrieved 2007-12-10.
Jianguo Zhang; Marcin Marszałek; Svetlana Lazebnik; Cordelia Schmid (2007). "Local Features and Kernels for Classification of Texture and Object Categories: a Comprehensive Study" (PDF). International Journal of Computer Vision. 73 (2): 213–238. doi:10.1007/s11263-006-9794-4. S2CID 1486613.
Grauman, K.; Darrell, T. (2005). "The pyramid match kernel: discriminative classification with sets of image features" (PDF). Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1. p. 1458. CiteSeerX 10.1.1.644.6159. doi:10.1109/ICCV.2005.239. ISBN 978-0-7695-2334-7. S2CID 13036203.
Jianchao Yang; Kai Yu; Yihong Gong; Huang, T. (2009). "Linear spatial pyramid matching using sparse coding for image classification". 2009 IEEE Conference on Computer Vision and Pattern Recognition. p. 1794. doi:10.1109/CVPR.2009.5206757. ISBN 978-1-4244-3992-8. S2CID 440212. Archived from the original on 2019-03-20. Retrieved 2011-09-09.
Savarese, S.; Winn, J.; Criminisi, A. (2006). "Discriminative Object Class Models of Appearance and Shape by Correlatons" (PDF). 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2 (CVPR'06). Vol. 2. p. 2033. CiteSeerX 10.1.1.587.8853. doi:10.1109/CVPR.2006.102. ISBN 978-0-7695-2597-6. S2CID 1457124. Archived from the original (PDF) on 2013-10-29. Retrieved 2007-12-10.
Sudderth, E.B.; Torralba, A.; Freeman, W.T.; Willsky, A.S. (2005). "Learning hierarchical models of scenes, objects, and parts" (PDF). Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1. p. 1331. CiteSeerX 10.1.1.128.7259. doi:10.1109/ICCV.2005.137. ISBN 978-0-7695-2334-7. S2CID 6153430. Archived from the original (PDF) on 2019-02-03. Retrieved 2007-12-10.
Niebles, Juan Carlos; Li Fei-Fei (2007). "A Hierarchical Model of Shape and Appearance for Human Action Classification" (PDF). 2007 IEEE Conference on Computer Vision and Pattern Recognition. p. 1. CiteSeerX 10.1.1.173.2667. doi:10.1109/CVPR.2007.383132. ISBN 978-1-4244-1179-5. S2CID 9213242.
Lazebnik, S.; Schmid, C.; Ponce, J. (2006). "Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories" (PDF). 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2 (CVPR'06). Vol. 2. p. 2169. CiteSeerX 10.1.1.651.9183. doi:10.1109/CVPR.2006.68. ISBN 978-0-7695-2597-6. S2CID 2421251. Archived from the original (PDF) on 2018-05-08. Retrieved 2007-12-10.
Jégou, H.; Douze, M.; Schmid, C.; Pérez, P. (2010-06-01). "Aggregating local descriptors into a compact image representation". 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (PDF). pp. 3304–3311. doi:10.1109/CVPR.2010.5540039. ISBN 978-1-4244-6984-0. S2CID 1912782.

stanford.edu

vision.stanford.edu

Niebles, Juan Carlos; Li Fei-Fei (2007). "A Hierarchical Model of Shape and Appearance for Human Action Classification" (PDF). 2007 IEEE Conference on Computer Vision and Pattern Recognition. p. 1. CiteSeerX 10.1.1.173.2667. doi:10.1109/CVPR.2007.383132. ISBN 978-1-4244-1179-5. S2CID 9213242.

ubc.ca

cs.ubc.ca

Vidal-Naquet; Ullman (1999). "Object recognition with informative features and linear classification" (PDF). Proceedings Ninth IEEE International Conference on Computer Vision. pp. 1150–1157. CiteSeerX 10.1.1.131.1283. doi:10.1109/ICCV.2003.1238356. ISBN 978-0-7695-1950-0. S2CID 15620181.

uiuc.edu

www-cvr.ai.uiuc.edu

Lazebnik, S.; Schmid, C.; Ponce, J. (2006). "Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories" (PDF). 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2 (CVPR'06). Vol. 2. p. 2169. CiteSeerX 10.1.1.651.9183. doi:10.1109/CVPR.2006.68. ISBN 978-0-7695-2597-6. S2CID 2421251. Archived from the original (PDF) on 2018-05-08. Retrieved 2007-12-10.

utexas.edu

cs.utexas.edu

Grauman, K.; Darrell, T. (2005). "The pyramid match kernel: discriminative classification with sets of image features" (PDF). Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1. p. 1458. CiteSeerX 10.1.1.644.6159. doi:10.1109/ICCV.2005.239. ISBN 978-0-7695-2334-7. S2CID 13036203.

web.archive.org

T. Hoffman (1999). "Probabilistic Latent Semantic Analysis" (PDF). Proc. of the Fifteenth Conference on Uncertainty in Artificial Intelligence. Archived from the original (PDF) on 2007-07-10. Retrieved 2007-12-10.
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Koniusz, Piotr; Yan, Fei; Mikolajczyk, Krystian (2013-05-01). "Comparison of mid-level feature coding approaches and pooling strategies in visual concept detection". Computer Vision and Image Understanding. 117 (5): 479–492. doi:10.1016/j.cviu.2012.10.010. ISSN 1077-3142.
Koniusz, Piotr; Yan, Fei; Gosselin, Philippe Henri; Mikolajczyk, Krystian (2017-02-24). "Higher-order occurrence pooling for bags-of-words: Visual concept detection" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 39 (2): 313–326. doi:10.1109/TPAMI.2016.2545667. hdl:10044/1/39814. ISSN 0162-8828. PMID 27019477.
Seeland, Marco; Rzanny, Michael; Alaqraa, Nedal; Wäldchen, Jana; Mäder, Patrick (2017-02-24). "Plant species classification using flower images—A comparative study of local feature representations". PLOS ONE. 12 (2): e0170629. Bibcode:2017PLoSO..1270629S. doi:10.1371/journal.pone.0170629. ISSN 1932-6203. PMC 5325198. PMID 28234999.