Harnessing noisy Web images for deep representation

Autor: Adrian Popescu, Hervé Le Borgne, Alexandru Lucian Ginsca, Phong D. Vo

Publikováno v: Computer Vision and Image Understanding
Computer Vision and Image Understanding, Elsevier, 2017, 164, pp.68-81. ⟨10.1016/j.cviu.2017.01.009⟩
Computer Vision and Image Understanding, 2017, 164, pp.68-81. ⟨10.1016/j.cviu.2017.01.009⟩

International audience; The keep-growing content of Web images is probably the next important data source to scale up deep neural networks which recently surpass human in image classification tasks. The fact that deep networks are hungry for labelled

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e05866c716ec6cf4541ccc88ba30dc77
https://doi.org/10.1016/j.cviu.2017.01.009

Vision-language integration using constrained local semantic features

Autor: Youssef Tamaazousti, Hervé Le Borgne, Adrian Popescu, Alexandru Lucian Ginsca, Céline Hudelot, Etienne Gadeski

Publikováno v: Computer Vision and Image Understanding
Computer Vision and Image Understanding, Elsevier, 2017, 163, pp.41-57. 〈10.1016/j.cviu.2017.05.017〉
Computer Vision and Image Understanding, Elsevier, 2017, 163, pp.41-57. ⟨10.1016/j.cviu.2017.05.017⟩
Computer Vision and Image Understanding, 2017, 163, pp.41-57. ⟨10.1016/j.cviu.2017.05.017⟩

International audience; This paper tackles two recent promising issues in the field of computer vision, namely "the integration of linguistic and visual information'' and "the use of semantic features to represent the image content''. Semantic featur

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6e8aa217b0cf431ca2f95b844f91c527
https://hal.archives-ouvertes.fr/hal-01812165

Datasets column

Autor: Alexandru Lucian Ginsca, Bogdan Ionescu, Henning Müller, Maia Rohm, Mihai Lupu

Publikováno v: ACM SIGMultimedia Records. 9:7-7

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::3c3269ff6a732c6b243539e8dceb3685
https://doi.org/10.1145/3178422.3178429

Improving Diversity in Image Search via Supervised Relevance Scoring

Autor: Alexandru Lucian Ginsca, Yiannis Kompatsiaris, Eleftherios Spyromitros-Xioufis, Ioannis Vlahavas, Symeon Papadopoulos, Adrian Popescu

Publikováno v: Proceedings ICMR 2015 : 5th ACM on International Conference on Multimedia Retrieval
ICMR 2015 : 5th ACM on International Conference on Multimedia Retrieval
ICMR 2015 : 5th ACM on International Conference on Multimedia Retrieval, Jun 2015, Shanghai, China. pp.323-330, ⟨10.1145/2671188.2749334⟩
ICMR

International audience; Results returned by commercial image search engines should include relevant and diversified depictions of queries in order to ensure good coverage of users' information needs. While relevance has drastically improved in recent

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3c8c4f9d158ebd8c19f470cbb4ecae5c
https://hal.science/hal-01185773

Large-Scale Image Mining with Flickr Groups

Autor: Ioannis Kanellos, Adrian Popescu, Nicolas Ballas, Phong D. Vo, Hervé Le Borgne, Alexandru Lucian Ginsca

Publikováno v: Proceedings MMM 2015 : 21st International Conference on MultiMedia Modeling
International Conference on Multimedia Modeling
International Conference on Multimedia Modeling, Jan 2015, Sydney, NSW, Australia. pp.318-334, ⟨10.1007/978-3-319-14445-0_28⟩
MultiMedia Modeling ISBN: 9783319144443
MMM (1)

International audience; The availability of large annotated visual resources, such as ImageNet, recently led to important advances in image mining tasks. However, the manual annotation of such resources is cumbersome. Exploiting Web datasets as a sub

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7507dc260a930231ccab541184429347
https://hal.archives-ouvertes.fr/hal-01172319/document