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Author |
Rahma Kalboussi; Aymen Azaza; Joost Van de Weijer; Mehrez Abdellaoui; Ali Douik |
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Title |
Object proposals for salient object segmentation in videos |
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Journal Article |
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Year |
2020 |
Publication |
Multimedia Tools and Applications |
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MTAP |
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79 |
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13 |
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8677-8693 |
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Abstract |
Salient object segmentation in videos is generally broken up in a video segmentation part and a saliency assignment part. Recently, object proposals, which are used to segment the image, have had significant impact on many computer vision applications, including image segmentation, object detection, and recently saliency detection in still images. However, their usage has not yet been evaluated for salient object segmentation in videos. Therefore, in this paper, we investigate the application of object proposals to salient object segmentation in videos. In addition, we propose a new motion feature derived from the optical flow structure tensor for video saliency detection. Experiments on two standard benchmark datasets for video saliency show that the proposed motion feature improves saliency estimation results, and that object proposals are an efficient method for salient object segmentation. Results on the challenging SegTrack v2 and Fukuchi benchmark data sets show that we significantly outperform the state-of-the-art. |
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LAMP; 600.120 |
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KAW2020 |
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3504 |
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Author |
Craig Von Land; Ricardo Toledo; Juan J. Villanueva |
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Title |
TeleRegions: Application of Telematics in Cardiac Care. |
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Miscellaneous |
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1997 |
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Computers in Cardiology, 1997. Piscataway, NJ: IEEE Computer Society Press, 24: 645–8. |
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ISE @ ise @ VTV1997 |
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64 |
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Author |
Craig Von Land; Ricardo Toledo; Juan J. Villanueva |
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Title |
Object Oriented Design of the DICOM standard |
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Miscellaneous |
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1996 |
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International Symposium on Cardiovascular Imaging. |
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Leiden, The Netherlands |
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ISE @ ise @ VTV1996c |
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104 |
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Craig Von Land; Ricardo Toledo; Juan J. Villanueva |
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TeleRegion: Tele-Applications for European Regions |
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Miscellaneous |
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1996 |
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Experiencias de validacion, uso y expansion de la telematica a nivel regional e inter–regional. Convencion Iberoamericana sobre la Salud en la Sociedad Global de la Informacion. |
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Buenos Aires, Argentina |
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ADAS |
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no |
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ISE @ ise @ VTV1996b |
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101 |
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Author |
Craig Von Land; Ricardo Toledo; Juan J. Villanueva |
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Title |
CARE: Computer Assisted Radiology Environment |
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Miscellaneous |
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1996 |
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Tecnologia de Imagenes Medicas, Convencion Iberoamericana sobre la Salud en la Sociedad Global de la Informacion. |
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Buenos Aires, Argentina |
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ISE @ ise @ VTV1996a |
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99 |
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Author |
X. Varona; A. Pujol; Juan J. Villanueva |
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Title |
Visual Tracking in Application Domains. |
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Miscellaneous |
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2000 |
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Pattern Recognition and Applications, IOS Press, 99–106. |
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ISE @ ise @ VPV2000 |
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333 |
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X. Varona; A. Pujol; Juan J. Villanueva |
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Title |
Visual tracking in application domains. |
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Miscellaneous |
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1999 |
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Proceedings of the VIII Symposium Nacional de Reconocimiento de Formas y Analisis de Imagenes. |
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Bilbao |
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ISE @ ise @ VPV1999 |
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10 |
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Author |
Craig Von Land; V. Lashin; A. Oriol; Juan J. Villanueva |
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Title |
Object-oriented Design of the DICOM Standard and its Application to Cardiovascular Imaging. |
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Miscellaneous |
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1997 |
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Computers in Cardiology 1997. Piscataway, NJ: IEEE Computer Society Press,24: 645–8. |
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ISE @ ise @ VLO1997 |
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68 |
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Author |
X. Varona; Antoni Jaume-i-Capo; Jordi Gonzalez; Francisco Jose Perales |
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Title |
Toward Natural Interaction through Visual Recognition of Body Gestures in Real-Time |
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2008 |
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Interacting with Computers, diu 10,1016/j.intcom.2008.10.001, available on line |
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ISE @ ise @ VJG2008 |
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1022 |
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Author |
Juan J. Villanueva |
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Title |
Visualization, Imaging, and Image Processing, |
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Book Whole |
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2008 |
Publication |
Proceedings of the Eight IASTED International Conference |
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Palma de Mallorca (Spain) |
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978-0-88986-759-8 |
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ISE @ ise @ Vil2008 |
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1003 |
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