Simple vs complex temporal recurrences for video saliency prediction

Autor: Linardos, P., Mohedano, E., Nieto, J. J., O Connor, N. E., Giro-I-Nieto, X., Kevin McGuinness

Publikováno v: Linardos, Panagiotis, Mohedano, Eva, Nieto, Juan Jose, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 , Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2019) Simple vs complex temporal recurrences for video saliency prediction. In: 30th British Machine Vision Conference (BMVC), 9-12 Sept 2019, Cardiff, Wales, UK.
UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
Scopus-Elsevier

This paper investigates modifying an existing neural network architecture for static saliency prediction using two types of recurrences that integrate information from the temporal domain. The first modification is the addition of a ConvLSTM within t

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f163141cfc72a4d676766f82275b38ed
https://hdl.handle.net/2117/179382

Insight Centre for Data Analytics (DCU) at TRECVid 2014: instance search and semantic indexing tasks

Autor: Mcguinness, K., Mohedano, E., Zhang, Z., Feiyan Hu, Albatal, R., Gurrin, C., O Connor, N. E., Smeaton, A. F., Salvador, A., Giró-I-Nieto, X., Ventura, C.

Publikováno v: Scopus-Elsevier
UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
Recercat. Dipósit de la Recerca de Catalunya
Universitat Jaume I
McGuinness, Kevin ORCID: 0000-0003-1336-6477 , Mohedano, Eva, Zhang, Zhenxing, Hu, Feiyan ORCID: 0000-0001-7451-6438 , Albatal, Rami ORCID: 0000-0002-9269-8578 , Gurrin, Cathal ORCID: 0000-0003-2903-3968 , O'Connor, Noel E. ORCID: 0000-0002-4033-9135 , Smeaton, Alan F. ORCID: 0000-0003-1028-8389 , Salvador, Amaia, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332 and Ventura, Carles (2014) Insight Centre for Data Analytics (DCU) at TRECVid 2014: instance search and semantic indexing tasks. In: TRECVid 2014, 8-12 Nov 2014, Orlando FL..

Insight-DCU participated in the instance search (INS) and semantic indexing (SIN) tasks in 2014. Two very different approaches were submitted for instance search, one based on features extracted using pre-trained deep convolutional neural networks (C

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::f062a29f1bfd2a045c9fa04ef57e26fd
https://hdl.handle.net/2117/24915

TRECVid 2007 experiments at Dublin City University

Autor: Wilkins, P., Adamek, T., Jones, G. J. F., O Connor, N. E., Alan F. Smeaton

Publikováno v: Scopus-Elsevier

In this paper we describe our retrieval system and experiments performed for the automatic search task in TRECVid 2007. We submitted the following six automatic runs: • F A 1 DCU-TextOnly6: Baseline run using only ASR/MT text features. • F A 1 DC

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::33e203d57260692d49025779062bd514
http://doras.dcu.ie/431/1/trecvid_2007_3.pdf

TRECVid 2006 experiments at Dublin City University

Autor: Koskela, M., Wilkins, P., Adamek, T., Alan F. Smeaton, O Connor, N. E.

Publikováno v: Scopus-Elsevier

In this paper we describe our retrieval system and experiments performed for the automatic search task in TRECVid 2006. We submitted the following six automatic runs: • F A 1 DCU-Base 6: Baseline run using only ASR/MT text features. • F A 2 DCU-T

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::870698a28cf61fcec183160872218958
http://doras.dcu.ie/428/1/trecvid_2006.pdf

K-Space at TRECVid 2008

Autor: Wilkins, P., Byrne, D., Jones, G. J. F., Lee, H., Keenan, G., Kevin McGuinness, O Connor, N. E., O Hare, N., Smeaton, A. F., Adamek, T., Troncy, R., Amin, A., Benmokhtar, R., Dumont, E., Huet, B., Merialdo, B., Tolias, G., Spyrou, E., Avrithis, Y., Papadopoulous, G. T., Mezaris, V., Kompatsiaris, I., Mörzinger, R., Schallauer, P., Bailer, W., Chandramouli, K., Izquierdo, E., Goldmann, L., Haller, M., Samour, A., Corbet, A., Sikora, T., Praks, P., Hannah, D., Halvey, M., Hopfgartner, F., Villa, R., Punitha, P., Goyal, A., Jose, J. M.

Publikováno v: Scopus-Elsevier
TRECVID 2008

In this paper we describe K-Space’s participation in\ud TRECVid 2008 in the interactive search task. For 2008\ud the K-Space group performed one of the largest interactive\ud video information retrieval experiments conducted\ud in a laboratory sett

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::20c6fca297b2e0aa144d8377b9642699
http://www.scopus.com/inward/record.url?eid=2-s2.0-84905193177&partnerID=MN8TOARS