메뉴 건너뛰기




Volumn 45, Issue 8, 2015, Pages 1692-1703

Learning Computational Models of Video Memorability from fMRI Brain Imaging

Author keywords

Audiovisual features; brain imaging; semantic gap; video memorability (VM)

Indexed keywords

BRAIN; BRAIN MAPPING; COMPUTATION THEORY; COMPUTATIONAL METHODS; DATABASE SYSTEMS; MAGNETIC RESONANCE IMAGING; NEUROIMAGING; NEUROPHYSIOLOGY; SEMANTICS; VIDEO CAMERAS;

EID: 84926497889     PISSN: 21682267     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCYB.2014.2358647     Document Type: Article
Times cited : (63)

References (40)
  • 1
    • 78649548493 scopus 로고    scopus 로고
    • Scene memory is more detailed than you think: The role of categories in visual long-term memory
    • T. Konkle, T. F. Brady, G. A. Alvarez, and A. Oliva, "Scene memory is more detailed than you think: The role of categories in visual long-term memory," Psychol. Sci., vol. 21, no. 11, pp. 1551-1556, 2010.
    • (2010) Psychol. Sci , vol.21 , Issue.11 , pp. 1551-1556
    • Konkle, T.1    Brady, T.F.2    Alvarez, G.A.3    Oliva, A.4
  • 2
    • 34447617543 scopus 로고    scopus 로고
    • They saw a movie: Long-term memory for an extended audiovisual narrative
    • O. Furman, N. Dorfman, U. Hasson, L. Davachi, and Y. Dudai, "They saw a movie: Long-term memory for an extended audiovisual narrative," Learn. Memory, vol. 14, no. 6, pp. 457-467, 2007.
    • (2007) Learn. Memory , vol.14 , Issue.6 , pp. 457-467
    • Furman, O.1    Dorfman, N.2    Hasson, U.3    Davachi, L.4    Dudai, Y.5
  • 3
    • 84886598638 scopus 로고    scopus 로고
    • Saliency detection by multipleinstance learning
    • Apr
    • Q. Wang, Y. Yuan, P. Yan, and X. Li, "Saliency detection by multipleinstance learning," IEEE Trans. Cybern., vol. 43, no. 3, pp. 660-672, Apr. 2013.
    • (2013) IEEE Trans. Cybern , vol.43 , Issue.3 , pp. 660-672
    • Wang, Q.1    Yuan, Y.2    Yan, P.3    Li, X.4
  • 4
    • 84890437287 scopus 로고    scopus 로고
    • Joint attention by gaze interpolation and saliency
    • Jun
    • Z. Yücel et al., "Joint attention by gaze interpolation and saliency," IEEE Trans. Cybern., vol. 43, no. 2, pp. 829-842, Jun. 2013.
    • (2013) IEEE Trans. Cybern , vol.43 , Issue.2 , pp. 829-842
    • Yücel, Z.1
  • 8
    • 80052879599 scopus 로고    scopus 로고
    • High level describable attributes for predicting aesthetics and interestingness
    • Providence, RI, USA
    • S. Dhar, V. Ordonez, and T. L. Berg, "High level describable attributes for predicting aesthetics and interestingness," in Proc. IEEE Int. Conf. Comput. Vis. Pattern Recognit., Providence, RI, USA, 2011, pp. 1657-1664.
    • (2011) Proc. IEEE Int. Conf. Comput. Vis. Pattern Recognit , pp. 1657-1664
    • Dhar, S.1    Ordonez, V.2    Berg, T.L.3
  • 9
    • 0000123158 scopus 로고
    • Origins and levels of monthly and seasonal forecast skill for United States surface air temperatures determined by canonical correlation analysis
    • T. Barnett and R. Preisendorfer, "Origins and levels of monthly and seasonal forecast skill for United States surface air temperatures determined by canonical correlation analysis," Mon. Weather Rev., vol. 115, no. 9, pp. 1825-1850, 1987.
    • (1987) Mon. Weather Rev , vol.115 , Issue.9 , pp. 1825-1850
    • Barnett, T.1    Preisendorfer, R.2
  • 10
    • 33845591650 scopus 로고    scopus 로고
    • The design of high-level features for photo quality assessment
    • Washington, DC, USA
    • Y. Ke, X. Tang, and F. Jing, "The design of high-level features for photo quality assessment," in Proc. IEEE Int. Conf. Comput. Vis. Pattern Recognit., Washington, DC, USA, 2006, pp. 419-426.
    • (2006) Proc. IEEE Int. Conf. Comput. Vis. Pattern Recognit , pp. 419-426
    • Ke, Y.1    Tang, X.2    Jing, F.3
  • 11
    • 78149337570 scopus 로고    scopus 로고
    • Towards computational models of the visual aesthetic appeal of consumer videos
    • Heraklion, Greece
    • A. K. Moorthy, P. Obrador, and N. Oliver, "Towards computational models of the visual aesthetic appeal of consumer videos," in Proc. Eur. Conf. Comput. Vis., Heraklion, Greece, 2010, pp. 1-14.
    • (2010) Proc. Eur. Conf. Comput. Vis , pp. 1-14
    • Moorthy, A.K.1    Obrador, P.2    Oliver, N.3
  • 12
    • 84863390271 scopus 로고    scopus 로고
    • Objects as attributes for scene classification
    • Heraklion, Greece
    • L.-J. Li, H. Su, Y. Lim, and L. Fei-Fei, "Objects as attributes for scene classification," in Proc. Eur. Conf. Comput. Vis., Heraklion, Greece, 2010, pp. 57-69.
    • (2010) Proc. Eur. Conf. Comput. Vis , pp. 57-69
    • Li, L.-J.1    Su, H.2    Lim, Y.3    Fei-Fei, L.4
  • 15
    • 25144439113 scopus 로고    scopus 로고
    • A new method of feature fusion and its application in image recognition
    • Dec
    • Q.-S. Sun, S.-G. Zeng, Y. Liu, P.-A. Heng, and D.-S. Xia, "A new method of feature fusion and its application in image recognition," Pattern Recognit., vol. 38, pp. 2437-2448, Dec. 2005.
    • (2005) Pattern Recognit , vol.38 , pp. 2437-2448
    • Sun, Q.-S.1    Zeng, S.-G.2    Liu, Y.3    Heng, P.-A.4    Xia, D.-S.5
  • 16
    • 0019053271 scopus 로고
    • Comparison of parametric representations for nonsyllabic word recognition in continuously spoken sentences
    • Aug
    • S. B. Davis and P. Mermelstein, "Comparison of parametric representations for nonsyllabic word recognition in continuously spoken sentences," IEEE Trans. Acoust., Speech, Signal Process., vol. 28, no. 4, pp. 357-366, Aug. 1980.
    • (1980) IEEE Trans. Acoust., Speech, Signal Process , vol.28 , Issue.4 , pp. 357-366
    • Davis, S.B.1    Mermelstein, P.2
  • 17
    • 33750012146 scopus 로고    scopus 로고
    • Gene selection in cancer classification using sparse logistic regression with Bayesian regularization
    • G. C. Cawley and N. L. Talbot, "Gene selection in cancer classification using sparse logistic regression with Bayesian regularization," Bioinformatics, vol. 22, no. 19, pp. 2348-2355, 2006.
    • (2006) Bioinformatics , vol.22 , Issue.19 , pp. 2348-2355
    • Cawley, G.C.1    Talbot, N.L.2
  • 18
    • 72449170017 scopus 로고    scopus 로고
    • Brain state decoding for rapid image retrieval
    • New York, NY, USA
    • J. Wang et al., "Brain state decoding for rapid image retrieval," in Proc. ACM Int. Conf. Multimedia, New York, NY, USA, 2009, pp. 945-954.
    • (2009) Proc. ACM Int. Conf. Multimedia , pp. 945-954
    • Wang, J.1
  • 19
    • 51949107657 scopus 로고    scopus 로고
    • Combining brain computer interfaces with vision for object categorization
    • Anchorage, AK, USA
    • A. Kapoor, P. Shenoy, and D. Tan, "Combining brain computer interfaces with vision for object categorization," in Proc. IEEE Int. Conf. Comput. Vis. Pattern Recognit., Anchorage, AK, USA, 2008, pp. 1-8.
    • (2008) Proc. IEEE Int. Conf. Comput. Vis. Pattern Recognit , pp. 1-8
    • Kapoor, A.1    Shenoy, P.2    Tan, D.3
  • 20
    • 78650971374 scopus 로고    scopus 로고
    • Bridging low-level features and high-level semantics via fMRI brain imaging for video classification
    • Firenze, Italy
    • X. Hu et al., "Bridging low-level features and high-level semantics via fMRI brain imaging for video classification," in Proc. ACM Int. Conf. Multimedia, Firenze, Italy, 2010, pp. 451-460.
    • (2010) Proc. ACM Int. Conf. Multimedia , pp. 451-460
    • Hu, X.1
  • 21
    • 37549010543 scopus 로고    scopus 로고
    • Enhanced intersubject correlations during movie viewing correlate with successful episodic encoding
    • U. Hasson, O. Furman, D. Clark, Y. Dudai, and L. Davachi, "Enhanced intersubject correlations during movie viewing correlate with successful episodic encoding," Neuron, vol. 57, no. 3, pp. 452-462, 2008.
    • (2008) Neuron , vol.57 , Issue.3 , pp. 452-462
    • Hasson, U.1    Furman, O.2    Clark, D.3    Dudai, Y.4    Davachi, L.5
  • 22
    • 1542618117 scopus 로고    scopus 로고
    • Intersubject synchronization of cortical activity during natural vision
    • U. Hasson, Y. Nir, I. Levy, G. Fuhrmann, and R. Malach, "Intersubject synchronization of cortical activity during natural vision," Science, vol. 303, no. 5664, pp. 1634-1640, 2004.
    • (2004) Science , vol.303 , Issue.5664 , pp. 1634-1640
    • Hasson, U.1    Nir, Y.2    Levy, I.3    Fuhrmann, G.4    Malach, R.5
  • 23
    • 84986232562 scopus 로고    scopus 로고
    • Neurocinematics: The neuroscience of film
    • U. Hasson et al., "Neurocinematics: The neuroscience of film," Projections, vol. 2, no. 1, pp. 1-26, 2008.
    • (2008) Projections , vol.2 , Issue.1 , pp. 1-26
    • Hasson, U.1
  • 24
    • 84875150953 scopus 로고    scopus 로고
    • DICCCOL: Dense individualized and common connectivity-based cortical landmarks
    • Apr
    • D. Zhu et al., "DICCCOL: Dense individualized and common connectivity-based cortical landmarks," Cereb. Cortex, vol. 23, pp. 786-800, Apr. 2013.
    • (2013) Cereb. Cortex , vol.23 , pp. 786-800
    • Zhu, D.1
  • 25
    • 84897696414 scopus 로고    scopus 로고
    • Memorability of natural scenes: The role of attention
    • Melbourne, VIC, Australia
    • M. Mancas and O. Le Meur, "Memorability of natural scenes: The role of attention," in Proc. IEEE Int. Conf. Image Process., Melbourne, VIC, Australia, 2013, pp. 196-200.
    • (2013) Proc. IEEE Int. Conf. Image Process , pp. 196-200
    • Mancas, M.1    Le Meur, O.2
  • 26
    • 77952662913 scopus 로고    scopus 로고
    • Ranking and classifying attractiveness of photos in folksonomies
    • Madrid, Spain
    • J. S. Pedro and S. Siersdorfer, "Ranking and classifying attractiveness of photos in folksonomies," in Proc. Int. Conf. World Wide Web, Madrid, Spain, 2009, pp. 771-780.
    • (2009) Proc. Int. Conf. World Wide Web , pp. 771-780
    • Pedro, J.S.1    Siersdorfer, S.2
  • 27
    • 56749183320 scopus 로고    scopus 로고
    • Photo and video quality evaluation: Focusing on the subject
    • Marseille, France
    • Y. Luo and X. Tang, "Photo and video quality evaluation: Focusing on the subject," in Proc. Eur. Conf. Comput. Vis., Marseille, France, 2008, pp. 386-399.
    • (2008) Proc. Eur. Conf. Comput. Vis , pp. 386-399
    • Luo, Y.1    Tang, X.2
  • 29
    • 84872726756 scopus 로고    scopus 로고
    • A MATLAB toolbox for musical feature extraction from audio
    • Bordeaux, France
    • O. Lartillot and P. Toiviainen, "A MATLAB toolbox for musical feature extraction from audio," in Proc. Int. Conf. Digit. Audio Effects, Bordeaux, France, 2007, pp. 237-244.
    • (2007) Proc. Int. Conf. Digit. Audio Effects , pp. 237-244
    • Lartillot, O.1    Toiviainen, P.2
  • 30
    • 0038376762 scopus 로고    scopus 로고
    • A user attention model for video summarization
    • Juan-les-Pins, France
    • Y.-F. Ma, L. Lu, H.-J. Zhang, and M. Li, "A user attention model for video summarization," in Proc. ACM Int. Conf. Multimedia, Juan-les-Pins, France, 2002, pp. 533-542.
    • (2002) Proc. ACM Int. Conf. Multimedia , pp. 533-542
    • Ma, Y.-F.1    Lu, L.2    Zhang, H.-J.3    Li, M.4
  • 32
    • 84877894712 scopus 로고    scopus 로고
    • Representing and retrieving video shots in human-centric brain imaging space
    • Jul
    • J. Han et al., "Representing and retrieving video shots in human-centric brain imaging space," IEEE Trans. Image Process., vol. 22, no. 7, pp. 2723-2736, Jul. 2013.
    • (2013) IEEE Trans. Image Process , vol.22 , Issue.7 , pp. 2723-2736
    • Han, J.1
  • 33
    • 84455192583 scopus 로고    scopus 로고
    • Prediction of the inter-observer visual congruency (IOVC) and application to image ranking
    • El Paso, TX, USA
    • O. L. Meur, T. Baccino, and A. Roumy, "Prediction of the inter-observer visual congruency (IOVC) and application to image ranking," in Proc. ACM Int. Conf. Multimedia, El Paso, TX, USA, 2011, pp. 373-382.
    • (2011) Proc. ACM Int. Conf. Multimedia , pp. 373-382
    • Meur, O.L.1    Baccino, T.2    Roumy, A.3
  • 34
    • 33745130042 scopus 로고    scopus 로고
    • Content-based multimedia information retrieval: State of the art and challenges
    • Feb
    • M. S. Lew, N. Sebe, C. Djeraba, and R. Jain, "Content-based multimedia information retrieval: State of the art and challenges," ACM Trans. Multimedia Comput., Commun. Appl., vol. 2, pp. 1-19, Feb. 2006.
    • (2006) ACM Trans. Multimedia Comput., Commun. Appl , vol.2 , pp. 1-19
    • Lew, M.S.1    Sebe, N.2    Djeraba, C.3    Jain, R.4
  • 36
    • 84887470531 scopus 로고    scopus 로고
    • Relative spatial features for image memorability
    • Barcelona, Spain
    • J. Kim, S. Yoon, and V. Pavlovic, "Relative spatial features for image memorability," in Proc. ACM Int. Conf. Multimedia, Barcelona, Spain, 2013, pp. 761-764.
    • (2013) Proc. ACM Int. Conf. Multimedia , pp. 761-764
    • Kim, J.1    Yoon, S.2    Pavlovic, V.3
  • 37
    • 85028205425 scopus 로고    scopus 로고
    • (2005). TRECVID Database [Online]. Available: http://www-nlpir. nist.gov/projects/tv2005/
    • (2005) TRECVID Database [Online]
  • 38
    • 79955702502 scopus 로고    scopus 로고
    • LIBSVM: A library for support vector machines
    • C. Chang and C. Lin, "LIBSVM: A library for support vector machines," ACM Trans. Intell. Syst. Technol., vol. 2, no. 27, pp. 1-27, 2011.
    • (2011) ACM Trans. Intell. Syst. Technol , vol.2 , Issue.27 , pp. 1-27
    • Chang, C.1    Lin, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.