메뉴 건너뛰기




Volumn 38, Issue 4, 2016, Pages 627-638

Adopting abstract images for semantic scene understanding

Author keywords

Abstract Images; Linguistic Meaning; Memorability; Saliency; Semantic Scene Understanding

Indexed keywords

COMPUTATIONAL LINGUISTICS; LINGUISTICS; SEMANTICS;

EID: 84963603427     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2014.2366143     Document Type: Article
Times cited : (69)

References (76)
  • 1
    • 0032204063 scopus 로고    scopus 로고
    • A model of saliency-based visual attention for rapid scene analysis
    • Nov.
    • L. Itti, C. Koch, and E. Niebur, "A model of saliency-based visual attention for rapid scene analysis," IEEE Trans. Pattern Anal. Mach. Intell., vol. 20, no. 11, pp. 1254-1259, Nov. 1998.
    • (1998) IEEE Trans. Pattern Anal. Mach. Intell. , vol.20 , Issue.11 , pp. 1254-1259
    • Itti, L.1    Koch, C.2    Niebur, E.3
  • 2
    • 0034269226 scopus 로고    scopus 로고
    • Algorithms for defining visual regions-of-interest: Comparison with eye fixations
    • Sep.
    • C. Privitera and L. Stark, "Algorithms for defining visual regions-of-interest: Comparison with eye fixations," IEEE Trans. Pattern Anal. Mach. Intell., vol. 22, no. 9, pp. 970-982, Sep. 2000.
    • (2000) IEEE Trans. Pattern Anal. Mach. Intell. , vol.22 , Issue.9 , pp. 970-982
    • Privitera, C.1    Stark, L.2
  • 3
    • 40549138099 scopus 로고    scopus 로고
    • Interesting objects are visually salient
    • L. Elazary and L. Itti, "Interesting objects are visually salient," J. Vis., vol. 8, no. 3, pp. 1-15, 2008.
    • (2008) J. Vis. , vol.8 , Issue.3 , pp. 1-15
    • Elazary, L.1    Itti, L.2
  • 4
    • 84867097097 scopus 로고    scopus 로고
    • Learning the relative importance of objects from tagged images for retrieval and cross-modal search
    • S. Hwang and K. Grauman, "Learning the relative importance of objects from tagged images for retrieval and cross-modal search," Int. J. Comput. Vis., vol. 100, pp. 134-153, 2011.
    • (2011) Int. J. Comput. Vis. , vol.100 , pp. 134-153
    • Hwang, S.1    Grauman, K.2
  • 5
    • 79951672559 scopus 로고    scopus 로고
    • Measuring and predicting object importance
    • M. Spain and P. Perona, "Measuring and predicting object importance," Int. J. Comput. Vis., vol. 91, no. 1, pp. 59-76, 2011.
    • (2011) Int. J. Comput. Vis. , vol.91 , Issue.1 , pp. 59-76
    • Spain, M.1    Perona, P.2
  • 12
    • 78149327581 scopus 로고    scopus 로고
    • Automatic attribute discovery and characterization from noisy web data
    • T. Berg, A. Berg, and J. Shih, "Automatic attribute discovery and characterization from noisy web data," in Proc. 11th Eur. Conf. Comput. Vis., 2010, pp. 663-676.
    • (2010) Proc. 11th Eur. Conf. Comput. Vis. , pp. 663-676
    • Berg, T.1    Berg, A.2    Shih, J.3
  • 13
    • 57149125139 scopus 로고    scopus 로고
    • Beyond nouns: Exploiting prepositions and comparative adjectives for learning visual classifiers
    • A. Gupta and L. Davis, "Beyond nouns: Exploiting prepositions and comparative adjectives for learning visual classifiers," in Proc. 10th Eur. Conf. Comput. Vis., 2008, pp. 16-29.
    • (2008) Proc. 10th Eur. Conf. Comput. Vis. , pp. 16-29
    • Gupta, A.1    Davis, L.2
  • 14
    • 0000942804 scopus 로고
    • An experimental study of apparent behavior
    • F. Heider and M. Simmel, "An experimental study of apparent behavior," The Am. J. Psychol., vol. 57, pp. 243-259,1944.
    • (1944) The Am. J. Psychol. , vol.57 , pp. 243-259
    • Heider, F.1    Simmel, M.2
  • 15
    • 85004857141 scopus 로고    scopus 로고
    • Perception of personal and interpersonal action in a cartoon film
    • K. Oatley and N. Yuill, "Perception of personal and interpersonal action in a cartoon film," Brit. J. Soc. Psychol., vol. 24, no. 2, pp. 115-124, 2011.
    • (2011) Brit. J. Soc. Psychol. , vol.24 , Issue.2 , pp. 115-124
    • Oatley, K.1    Yuill, N.2
  • 19
    • 33749257955 scopus 로고    scopus 로고
    • Distance metric learning for large margin nearest neighbor classification
    • K. Weinberger, J. Blitzer, and L. Saul, "Distance metric learning for large margin nearest neighbor classification," in Proc. Adv. Neural Inf. Process. Syst., 2006, pp. 1473-1480.
    • (2006) Proc. Adv. Neural Inf. Process. Syst. , pp. 1473-1480
    • Weinberger, K.1    Blitzer, J.2    Saul, L.3
  • 22
    • 34247588323 scopus 로고    scopus 로고
    • Which thousand words are worth a picture? Experiments on video retrieval using a thousand concepts
    • W.-H. Lin and A. Hauptmann, "Which thousand words are worth a picture? experiments on video retrieval using a thousand concepts," in Proc. IEEE Int. Conf. Multimedia Expo, 2006, pp. 41-44.
    • (2006) Proc. IEEE Int. Conf. Multimedia Expo , pp. 41-44
    • Lin, W.-H.1    Hauptmann, A.2
  • 23
    • 84898775239 scopus 로고    scopus 로고
    • Translating video content to natural language descriptions in Proc
    • Dec [Online]
    • M. Rohrbach, W. Qiu, I. Titov, S. Thater, M. Pinkal, and B. Schiele. (2013, Dec). Translating video content to natural language descriptions in Proc. IEEE Int. Conf. Comput. Vis., pp. 433-440, [Online]. Available: https://www.d2.mpi-inf.mpg.de/nlg-for-videos-and-images
    • (2013) IEEE Int. Conf. Comput. Vis. , pp. 433-440
    • Rohrbach, M.1    Qiu, W.2    Titov, I.3    Thater, S.4    Pinkal, M.5    Schiele, B.6
  • 25
    • 84887345951 scopus 로고    scopus 로고
    • A thousand frames in just a few words: Lingual description of videos through latent topics and sparse object stitching
    • P. Das, C. Xu, R. F. Doell, and J. J. Corso, "A thousand frames in just a few words: Lingual description of videos through latent topics and sparse object stitching," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., 2013, pp. 2634-2641.
    • (2013) Proc. IEEE Conf. Comput. Vis. Pattern Recognit. , pp. 2634-2641
    • Das, P.1    Xu, C.2    Doell, R.F.3    Corso, J.J.4
  • 26
    • 84897743886 scopus 로고    scopus 로고
    • Grounded language learning from video described with sentences
    • [Online]
    • H. Yu and J. M. Siskind. (2013). Grounded language learning from video described with sentences in Proc. 51st Annu. Meet. Assoc. Comput. Linguistics, pp. 53-63 [Online]. Available: http://haona-nyu.com/wp-content/uploads/2013/05/yu13.pdf http://haona-nyu.com/research/acl2013
    • (2013) Proc. 51st Annu. Meet. Assoc. Comput. Linguistics , pp. 53-63
    • Yu, H.1    Siskind, J.M.2
  • 27
    • 38049183286 scopus 로고    scopus 로고
    • The IAPR tc-12 benchmark: A new evaluation resource for visual information systems
    • M. Grubinger, P. Clough, H. Muller, and T. Deselaers, "The IAPR tc-12 benchmark: A new evaluation resource for visual information systems," in Proc. Int. Workshop OntoImage, 2006, pp. 13-23.
    • (2006) Proc. Int. Workshop OntoImage , pp. 13-23
    • Grubinger, M.1    Clough, P.2    Muller, H.3    Deselaers, T.4
  • 31
    • 39749186006 scopus 로고    scopus 로고
    • Labelme: A database and web-based tool for image annotation
    • B. Russell, A. Torralba, K. Murphy, and W. Freeman, "Labelme: A database and web-based tool for image annotation," Int. J. Comput. Vis., vol. 77, pp. 151-173, 2008.
    • (2008) Int. J. Comput. Vis. , vol.77 , pp. 151-173
    • Russell, B.1    Torralba, A.2    Murphy, K.3    Freeman, W.4
  • 32
    • 0020120019 scopus 로고
    • Scene perception: Detecting and judging objects undergoing relational violations
    • I. Biederman, R. Mezzanotte, and J. Rabinowitz, "Scene perception: Detecting and judging objects undergoing relational violations," Cogn. Psychol., vol. 14, no. 2, pp. 143-177,1982.
    • (1982) Cogn. Psychol. , vol.14 , Issue.2 , pp. 143-177
    • Biederman, I.1    Mezzanotte, R.2    Rabinowitz, J.3
  • 34
    • 77955988492 scopus 로고    scopus 로고
    • Modeling mutual context of object and human pose in human-object interaction activities
    • B. Yao and L. Fei-Fei, "Modeling mutual context of object and human pose in human-object interaction activities," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., 2010, pp. 17-24.
    • (2010) Proc. IEEE Conf. Comput. Vis. Pattern Recognit. , pp. 17-24
    • Yao, B.1    Fei-Fei, L.2
  • 35
    • 56849086466 scopus 로고    scopus 로고
    • Objects predict fixations better than early saliency
    • [Online]
    • W. Einhuser, M. Spain, and P. Perona. (2008). Objects predict fixations better than early saliency J. Vis., vol. 8, no. 14, p. 18 [Online]. Available: http://www.journalofvision.org/content/8/14/18. abstract
    • (2008) J. Vis. , vol.8 , Issue.14 , pp. 18
    • Einhuser, W.1    Spain, M.2    Perona, P.3
  • 37
    • 84870220894 scopus 로고    scopus 로고
    • State-of-the-art in visual attention modeling
    • Jan.
    • A. Borji and L. Itti, "State-of-the-art in visual attention modeling," IEEE Trans. Pattern Anal. Mach. Intell., vol. 35, no. 1, pp. 185-207, Jan. 2013.
    • (2013) IEEE Trans. Pattern Anal. Mach. Intell. , vol.35 , Issue.1 , pp. 185-207
    • Borji, A.1    Itti, L.2
  • 39
    • 84860244538 scopus 로고    scopus 로고
    • Reading between the lines: Object localization using implicit cues from image tags
    • Jun.
    • S. J. Hwang and K. Grauman, "Reading between the lines: Object localization using implicit cues from image tags," IEEE Trans. Pattern Anal. Mach. Intell., vol. 34, no. 6, pp. 1145-1158, Jun. 2012.
    • (2012) IEEE Trans. Pattern Anal. Mach. Intell. , vol.34 , Issue.6 , pp. 1145-1158
    • Hwang, S.J.1    Grauman, K.2
  • 40
    • 0015880144 scopus 로고
    • Learning 10,000 pictures
    • L. Standing, "Learning 10,000 pictures," Quart. J. Exp. Psychol., vol. 25, pp. 207-222,1973.
    • (1973) Quart. J. Exp. Psychol. , vol.25 , pp. 207-222
    • Standing, L.1
  • 41
    • 0039375388 scopus 로고
    • A study of memory for visual form
    • I. Rock and P. Englestein, "A study of memory for visual form," The Amer. J. Psychol., vol. 72, pp. 221-229, 1959.
    • (1959) The Amer. J. Psychol. , vol.72 , pp. 221-229
    • Rock, I.1    Englestein, P.2
  • 42
    • 55749113888 scopus 로고    scopus 로고
    • Visual long-term memory has a massive storage capacity for object details
    • T. F. Brady, T. Konkle, G. A. Alvarez, and A. Oliva, "Visual long-term memory has a massive storage capacity for object details," Proc. Nat. Acad. Sci. USA, vol. 105, pp. 14325-14329, 2008.
    • (2008) Proc. Nat. Acad. Sci. USA , vol.105 , pp. 14325-14329
    • Brady, T.F.1    Konkle, T.2    Alvarez, G.A.3    Oliva, A.4
  • 46
    • 0036315496 scopus 로고    scopus 로고
    • A distributed representation of temporal context
    • M. W. Howard and M. J. Kahana, "A distributed representation of temporal context," J. Math. Psychol., vol. 46, pp. 269-299, 2001.
    • (2001) J. Math. Psychol. , vol.46 , pp. 269-299
    • Howard, M.W.1    Kahana, M.J.2
  • 47
    • 34548630989 scopus 로고    scopus 로고
    • A temporal ratio model of memory
    • G. D. A. Brown, I. Neath, and N. Chater, "A temporal ratio model of memory," Psychol. Rev., vol. 114, pp. 539-576, 2007.
    • (2007) Psychol. Rev. , vol.114 , pp. 539-576
    • Brown, G.D.A.1    Neath, I.2    Chater, N.3
  • 48
    • 0000803223 scopus 로고    scopus 로고
    • A model for recognition memory: REM-retrieving effectively from memory
    • R. M. Shiffrin and M. Steyvers, "A model for recognition memory: REM-retrieving effectively from memory," Psychonomic Bull. Rev., vol. 4, pp. 145-166, 1997.
    • (1997) Psychonomic Bull. Rev. , vol.4 , pp. 145-166
    • Shiffrin, R.M.1    Steyvers, M.2
  • 49
    • 0029340352 scopus 로고
    • Why there are complementary learning systems in the hippocampus and neocortex: Insights from the successes and failures of connec-tionist models of learning and memory
    • J. L. McClelland, B. L. McNaughton, and R. C. O'Reilly, "Why there are complementary learning systems in the hippocampus and neocortex: Insights from the successes and failures of connec-tionist models of learning and memory," Psychol. Rev., vol. 102, pp. 419-457, 1995.
    • (1995) Psychol. Rev. , vol.102 , pp. 419-457
    • McClelland, J.L.1    McNaughton, B.L.2    O'Reilly, R.C.3
  • 50
    • 56749183320 scopus 로고    scopus 로고
    • Photo and video quality evaluation: Focusing on the subject
    • Y. Luo and X. Tang, "Photo and video quality evaluation: Focusing on the subject," in Proc. Eur. Conf. Comput. Vis., 2008, pp. 386-399.
    • (2008) Proc. Eur. Conf. Comput. Vis. , pp. 386-399
    • Luo, Y.1    Tang, X.2
  • 55
    • 80052879599 scopus 로고    scopus 로고
    • High level describable attributes for predicting aesthetics and interestingness
    • S. Dhar, V. Ordonez, and T. L. Berg, "High level describable attributes for predicting aesthetics and interestingness," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., 2011, pp. 1657-1664.
    • (2011) Proc. IEEE Conf. Comput. Vis. Pattern Recognit. , pp. 1657-1664
    • Dhar, S.1    Ordonez, V.2    Berg, T.L.3
  • 59
    • 38649089443 scopus 로고    scopus 로고
    • Robotic grasping of novel objects using vision
    • A. Saxena, J. Driemeyer, and A. Y. Ng, "Robotic grasping of novel objects using vision," Int. J. Robotics Res., vol. 27, pp. 157-173, 2008.
    • (2008) Int. J. Robotics Res. , vol.27 , pp. 157-173
    • Saxena, A.1    Driemeyer, J.2    Ng, A.Y.3
  • 60
    • 84856657387 scopus 로고    scopus 로고
    • Evaluation of image features using a photorealistic virtual world
    • B. Keneva, A. Torralba, and W. Freeman, "Evaluation of image features using a photorealistic virtual world," in Proc. IEEE Int. Conf. Comput. Vis., 2011, pp. 2282-2289.
    • (2011) Proc. IEEE Int. Conf. Comput. Vis. , pp. 2282-2289
    • Keneva, B.1    Torralba, A.2    Freeman, W.3
  • 63
    • 0036307392 scopus 로고    scopus 로고
    • Visual features of intermediate complexity and their use in classification
    • S. Ullman, M. Vidal-Naquet, and E. Sali, "Visual features of intermediate complexity and their use in classification," Nature Neuro-sci., vol. 5, no. 7, pp. 682-687, 2002.
    • (2002) Nature Neuro-sci. , vol.5 , Issue.7 , pp. 682-687
    • Ullman, S.1    Vidal-Naquet, M.2    Sali, E.3
  • 64
    • 0037209464 scopus 로고    scopus 로고
    • Automatic facial expression analysis: A survey
    • B. Fasel and J. Luettin, "Automatic facial expression analysis: A survey," Pattern Recognit., vol. 36, no. 1, pp. 259-275, 2003.
    • (2003) Pattern Recognit. , vol.36 , Issue.1 , pp. 259-275
    • Fasel, B.1    Luettin, J.2
  • 68
    • 67650302087 scopus 로고    scopus 로고
    • Quantifying center bias of observers in free viewing of dynamic natural scenes
    • P. Tseng, R. Carmi, I. Cameron, D. Munoz, and L. Itti, "Quantifying center bias of observers in free viewing of dynamic natural scenes," J. Vis., vol. 9, no. 7, pp. 1-16, 2009.
    • (2009) J. Vis. , vol.9 , Issue.7 , pp. 1-16
    • Tseng, P.1    Carmi, R.2    Cameron, I.3    Munoz, D.4    Itti, L.5
  • 69
    • 36548999696 scopus 로고    scopus 로고
    • The role of context in object recognition
    • A. Oliva and A. Torralba, "The role of context in object recognition," Trends Cogn. Sci., vol. 11, no. 12, pp. 520-527, 2007.
    • (2007) Trends Cogn. Sci. , vol.11 , Issue.12 , pp. 520-527
    • Oliva, A.1    Torralba, A.2
  • 73
    • 78149286912 scopus 로고    scopus 로고
    • Blocks world revisited: Image understanding using qualitative geometry and mechanics
    • A. Gupta, A. Efros, and M. Hebert, "Blocks world revisited: Image understanding using qualitative geometry and mechanics," in Proc. Eur. Conf. Comput. Vis., 2010, pp. 482-496.
    • (2010) Proc. Eur. Conf. Comput. Vis. , pp. 482-496
    • Gupta, A.1    Efros, A.2    Hebert, M.3
  • 74
    • 0035328421 scopus 로고    scopus 로고
    • Modeling the shape of the scene: A holistic representation of the spatial envelope
    • A. Oliva and A. Torralba, "Modeling the shape of the scene: A holistic representation of the spatial envelope," Int. J. Comput. Vis., vol. 42, no. 3, pp. 145-175, 2001.
    • (2001) Int. J. Comput. Vis. , vol.42 , Issue.3 , pp. 145-175
    • Oliva, A.1    Torralba, A.2
  • 75
    • 33845572523 scopus 로고    scopus 로고
    • Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories
    • S. Lazebnik, C. Schmid, and J. Ponce, "Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., 2006, pp. 2169-2178.
    • (2006) Proc. IEEE Conf. Comput. Vis. Pattern Recognit. , pp. 2169-2178
    • Lazebnik, S.1    Schmid, C.2    Ponce, J.3
  • 76
    • 0036407660 scopus 로고    scopus 로고
    • Change detection
    • R. A. Rensink, "Change detection," Annu. Rev. Psychol., vol. 53, no. 1, pp. 245-277, 2002.
    • (2002) Annu. Rev. Psychol. , vol.53 , Issue.1 , pp. 245-277
    • Rensink, R.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.