Abstract
The paper demonstrates a new retrieval method of intergrating both image features and text informations derived from video data. We compare not only image similiarity, also narrow the retrieval sets in advance by employing searching in text keywords. Users inputs also performs the key role in improving retrieval accuracy.
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References
Bimbo, A.D., Pala, P., Santini, S.: Visual Image Retrieval by Elastic Deformation of Object Sketches. In: IEEE Symposium on Visual Languages, St. Louis, MO, pp. 216–223 (1994)
Iqbal, Q., Aggarwal, J.K.: Retrieval by Classfication of Images Containing Large Manmade objects using perceptual grouping. Pattern Recognition 35, 1463–1479 (2002)
Lim, J.H., Jin, J.S.: Semantic Discovery for Image Indexing. In: Pajdla, T., Matas, J(G.) (eds.) ECCV 2004. LNCS, vol. 3021, pp. 270–281. Springer, Heidelberg (2004)
Jain, A.K., Vailaya, A.: Image retrieval using color and shape. Pattern Recognition 29(8), 1233–1244 (1996)
Park, S.J., Park, D.K., Won, C.S.: Core experiments on MPEG-7 edge histogram descriptor, MPEG document M5984, Geneva (May 2000)
Sivic, J., Schaffalitzky, F., Zisserman, A.: Object Level Grouping for Video Shots. In: Pajdla, T., Matas, J(G.) (eds.) ECCV 2004. LNCS, vol. 3022, pp. 85–98. Springer, Heidelberg (2004)
Wang, J., Thiesson, B., Xu, Y.Q., Cohen, M.: Image and Video Segmentation by Anisotropic Kernel Mean Shift. In: Pajdla, T., Matas, J(G.) (eds.) ECCV 2004. LNCS, vol. 3022, pp. 238–249. Springer, Heidelberg (2004)
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Yu, C., Mo, H., Katayama, N., Satoh, S., Asano, S. (2004). Semantic Retrieval in a Large-Scale Video Database by Using Both Image and Text Feature. In: Aizawa, K., Nakamura, Y., Satoh, S. (eds) Advances in Multimedia Information Processing - PCM 2004. PCM 2004. Lecture Notes in Computer Science, vol 3332. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30542-2_95
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DOI: https://doi.org/10.1007/978-3-540-30542-2_95
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-23977-2
Online ISBN: 978-3-540-30542-2
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