{"publication_status":"published","language":[{"iso":"eng"}],"publication":"11th European Conference on Computer Vision","conference":{"start_date":"2010-09-05","end_date":"2010-09-10","name":"ECCV: European Conference on Computer Vision","location":"Heraklion, Greece"},"date_published":"2010-01-01T00:00:00Z","oa_version":"None","alternative_title":["LNCS"],"title":"Spatially-sensitive affine-invariant image descriptors","user_id":"ea97e931-d5af-11eb-85d4-e6957dddbf17","publisher":"Springer Nature","citation":{"chicago":"Bronstein, Alex M., and Michael M. Bronstein. “Spatially-Sensitive Affine-Invariant Image Descriptors.” In <i>11th European Conference on Computer Vision</i>, 6312:197–208. Springer Nature, 2010. <a href=\"https://doi.org/10.1007/978-3-642-15552-9_15\">https://doi.org/10.1007/978-3-642-15552-9_15</a>.","apa":"Bronstein, A. M., &#38; Bronstein, M. M. (2010). Spatially-sensitive affine-invariant image descriptors. In <i>11th European Conference on Computer Vision</i> (Vol. 6312, pp. 197–208). Heraklion, Greece: Springer Nature. <a href=\"https://doi.org/10.1007/978-3-642-15552-9_15\">https://doi.org/10.1007/978-3-642-15552-9_15</a>","mla":"Bronstein, Alex M., and Michael M. Bronstein. “Spatially-Sensitive Affine-Invariant Image Descriptors.” <i>11th European Conference on Computer Vision</i>, vol. 6312, Springer Nature, 2010, pp. 197–208, doi:<a href=\"https://doi.org/10.1007/978-3-642-15552-9_15\">10.1007/978-3-642-15552-9_15</a>.","ama":"Bronstein AM, Bronstein MM. Spatially-sensitive affine-invariant image descriptors. In: <i>11th European Conference on Computer Vision</i>. Vol 6312. Springer Nature; 2010:197–208. doi:<a href=\"https://doi.org/10.1007/978-3-642-15552-9_15\">10.1007/978-3-642-15552-9_15</a>","ieee":"A. M. Bronstein and M. M. Bronstein, “Spatially-sensitive affine-invariant image descriptors,” in <i>11th European Conference on Computer Vision</i>, Heraklion, Greece, 2010, vol. 6312, pp. 197–208.","ista":"Bronstein AM, Bronstein MM. 2010. Spatially-sensitive affine-invariant image descriptors. 11th European Conference on Computer Vision. ECCV: European Conference on Computer Vision, LNCS, vol. 6312, 197–208.","short":"A.M. Bronstein, M.M. Bronstein, in:, 11th European Conference on Computer Vision, Springer Nature, 2010, pp. 197–208."},"quality_controlled":"1","intvolume":"      6312","article_processing_charge":"No","abstract":[{"text":"Invariant image descriptors play an important role in many computer vision and pattern recognition problems such as image search and retrieval. A dominant paradigm today is that of “bags of features”, a representation of images as distributions of primitive visual elements. The main disadvantage of this approach is the loss of spatial relations between features, which often carry important information about the image. In this paper, we show how to construct spatially-sensitive image descriptors in which both the features and their relation are affine-invariant. Our construction is based on a vocabulary of pairs of features coupled with a vocabulary of invariant spatial relations between the features. Experimental results show the advantage of our approach in image retrieval applications.","lang":"eng"}],"status":"public","_id":"18338","date_created":"2024-10-15T11:20:54Z","type":"conference","date_updated":"2024-12-02T14:07:41Z","month":"01","scopus_import":"1","doi":"10.1007/978-3-642-15552-9_15","extern":"1","author":[{"first_name":"Alexander","orcid":"0000-0001-9699-8730","full_name":"Bronstein, Alexander","last_name":"Bronstein","id":"58f3726e-7cba-11ef-ad8b-e6e8cb3904e6"},{"full_name":"Bronstein, Michael M.","first_name":"Michael M.","last_name":"Bronstein"}],"page":"197–208","publication_identifier":{"issn":["0302-9743"],"eisbn":["9783642155529"],"eissn":["1611-3349"],"isbn":["9783642155512"]},"year":"2010","volume":6312}