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The field of image composition is constantly trying to improve the ways in which an image can be altered and enhanced.
P. Saboia, T. Carvalho, and A. Rocha, “Eye specular highlights telltales for digital forensics: A machine learning approach,” in Image Processing (ICIP), 2011 18th IEEE International Conference on , sept. 2011, pp. 1937 –1940
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2000
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Y.-Y. Chuang, B. Curless, D. Salesin, and R. Szeliski, “A bayesian approach to digital matting,” in Computer Vision and Pattern Recognition, 2001. CVPR 2001. Proceedings of the 2001 IEEE Computer Society Conference on , vol. 2, 2001, pp. II–264 – II–271 vol.2
2001
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G. D. Finlayson, S. D. Hordley, C. Lu, and M. S. Drew, “Removing shadows from images,” in In ECCV 2002: European Conference on Computer Vision , 2002, pp. 823–836
2002
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P. Pérez, M. Gangnet, and A. Blake, “Poisson image editing,” ACM Trans. Graph. , vol. 22, no. 3, pp. 313–318, Jul. 2003. [Online]. Available: http://doi.acm.org/10.1145/882262.882269
2003
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Z. Fan and R. de Queiroz, “Identification of bitmap compression history: Jpeg detection and quantizer estimation,” Image Processing, IEEE Transactions on , vol. 12, no. 2, pp. 230–235, Feb 2003
2003
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R. I. Hartley and A. Zisserman, Multiple View Geometry in Computer Vision , 2nd ed. Cambridge University Press, ISBN: 0521540518, 2004
2004
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J. Lukas, J. Fridrich, and M. Goljan, “Digital camera identification from sensor pattern noise,” Information Forensics and Security, IEEE Transactions on , vol. 1, no. 2, pp. 205–214, June 2006
2006
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J. Jia, J. Sun, C.-K. Tang, and H.-Y. Shum, “Drag-and-drop pasting,” ACM Transactions on Graphics (SIGGRAPH) , 2006
2006
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M. Johnson and H. Farid, “Exposing digital forgeries in complex lighting environments,” Information Forensics and Security, IEEE Transactions on , vol. 2, no. 3, pp. 450 –461, sept. 2007
2007
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S. Avidan and A. Shamir, “Seam carving for content-aware image resizing,” ACM Trans. Graph. , vol. 26, no. 3, Jul. 2007. [Online]. Available: http://doi.acm.org/10.1145/1276377.1276390
2007
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A. Mohan, J. Tumblin, and P. Choudhury, “Editing soft shadows in a digital photograph,” IEEE Comput. Graph. Appl. , vol. 27, no. 2, pp. 23–31, Mar. 2007. [Online]. Available: http://dx.doi.org/10.1109/MCG.2007.30
2007
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M. Chen, J. Fridrich, M. Goljan, and J. Lukas, “Determining image origin and integrity using sensor noise,” Information Forensics and Security, IEEE Transactions on , vol. 3, no. 1, pp. 74–90, March 2008
2008
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E. Hsu, T. Mertens, S. Paris, S. Avidan, and F. Durand, “Light mixture estimation for spatially varying white balance,” ACM Trans. Graph. , vol. 27, no. 3, pp. 70:1–70:7, Aug. 2008. [Online]. Available: http://doi.acm.org/10.1145/1360612.1360669
2008
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H. Farid, “A survey of image forgery detection,” IEEE Signal Processing Magazine , vol. 26(2), pp. 16–25, 2009
2009
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H. Farid, “Exposing digital forgeries from jpeg ghosts,” Information Forensics and Security, IEEE Transactions on , vol. 4, no. 1, pp. 154–160, March 2009
2009
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E. Kee and H. Farid, “Detecting photographic composites of famous people,” Dartmouth College, Tech. Rep., 2009
2009
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W. Yang, J. Zheng, J. Cai, S. Rahardja, and C. W. Chen, “Natural and seamless image composition with color control,” Image Processing, IEEE Transactions on , vol. 18, no. 11, pp. 2584–2592, Nov 2009
2009
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Z. Farbman, G. Hoffer, Y. Lipman, D. Cohen-Or, and D. Lischinski, “Coordinates for instant image cloning,” ACM Trans. Graph. , vol. 28, no. 3, pp. 67:1–67:9, Jul. 2009. [Online]. Available: http://doi.acm.org/10.1145/1531326.1531373
2009
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W. Luo, J. Huang, and G. Qiu, “Jpeg error analysis and its applications to digital image forensics,” Information Forensics and Security, IEEE Transactions on , vol. 5, no. 3, pp. 480–491, Sept 2010
2010
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E. Kee and H. Farid, “Exposing digital forgeries from 3-d lighting environments,” IEEE International Workshop on Information Forensics and Security , 2010
2010
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C. Riess and E. Angelopoulou, “Scene illumination as an indicator of image manipulation,” in Proceedings of the 12th international conference on Information hiding , 2010
2010
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V. Conotter, G. Boato, and H. Farid, “Detecting photo manipulation on signs and billboards,” in Image Processing (ICIP), 2010 17th IEEE International Conference on , Sept 2010, pp. 1741–1744
2010
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P. Sutthiwan, Y. Q. Shi, W. Su, and T.-T. Ng, “Rake transform and edge statistics for image forgery detection,” in IEEE International Conference on Multimedia and EXPO , 2010
2010
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M. W. Tao, M. K. Johnson, and S. Paris, “Error-tolerant image compositing,” in European Conference on Computer Vision (ECCV) , 2010. [Online]. Available: http://graphics.cs.berkeley.edu/papers/Tao-ERR-2010-09/
2010
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M. Ding and R.-F. Tong, “Content-aware copying and pasting in images,” Vis. Comput. , vol. 26, no. 6-8, pp. 721–729, Jun. 2010. [Online]. Available: http://dx.doi.org/10.1007/s00371-010-0448-8
2010
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K. Sunkavalli, M. K. Johnson, W. Matusik, and H. Pfister, “Multi-scale image harmonization,” ACM Transactions on Graphics , vol. 29, no. 4, pp. 125:1–125:10, 2010
2010
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E. S. L. Gastal and M. M. Oliveira, “Shared sampling for real-time alpha matting,” Computer Graphics Forum , vol. 29, no. 2, pp. 575–584, May 2010, proceedings of Eurographics
2010
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H. Wu, Y.-S. Wang, K.-C. Feng, T.-T. Wong, T.-Y. Lee, and P.-A. Heng, “Resizing by symmetry-summarization,” ACM Transactions on Graphics (SIGGRAPH Asia 2010 issue) , vol. 29, no. 6, pp. 159:1–159:9, December 2010
2010
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S. Zhou, H. Fu, L. Liu, D. Cohen-Or, and X. Han, “Parametric reshaping of human bodies in images,” ACM Transactions on Graphics (Proceedings of ACM SIGGRAPH) , vol. 29, pp. Article No. 126, 1–10, 2010
2010
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L. Liu, Y. Jin, and Q. Wu, “Realtime Aesthetic Image Retargeting,” in Computational Aesthetics in Graphics, Visualization, and Imaging , P. Jepp and O. Deussen, Eds. The Eurographics Association, 2010
2010
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J. Lopez-Moreno, S. Hadap, E. Reinhard, and D. Gutierrez, “Compositing images through light source detection,” Computers & Graphics , vol. 34, no. 6, pp. 698 – 707, 2010, graphics for Serious GamesComputer Graphics in Spain: a Selection of Papers from {CEIG} 2009Selected Papers from the {SIGGRAPH} Asia Education Program. [Online]. Available: http://www.sciencedirect.com/science/article/pii/S0097849310001299
2010
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R. Carroll, A. Agarwala, and M. Agrawala, “Image warps for artistic perspective manipulation,” ACM Trans. Graph. , vol. 29, no. 4, pp. 127:1–127:9, Jul. 2010. [Online]. Available: http://doi.acm.org/10.1145/1778765.1778864
2010
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N. Joshi, W. Matusik, E. H. Adelson, and D. J. Kriegman, “Personal photo enhancement using example images,” ACM Trans. Graph. , vol. 29, no. 2, pp. 12:1–12:15, Apr. 2010. [Online]. Available: http://doi.acm.org/10.1145/1731047.1731050
2010
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A. Rocha, W. Scheirer, T. Boult, and S. Goldenstein, “Vision of the unseen: Current trends and challenges in digital image and video forensics,” ACM Comput. Surv. , vol. 43, no. 4, pp. 26:1–26:42, Oct. 2011. [Online]. Available: http://doi.acm.org/10.1145/1978802.1978805
2011
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E. Kee, M. Johnson, and H. Farid, “Digital image authentication from jpeg headers,” Information Forensics and Security, IEEE Transactions on , vol. 6, no. 3, pp. 1066–1075, Sept 2011
2011
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H. Huang, L. Zhang, and H.-C. Zhang, “Repsnapping: Efficient image cutout for repeated scene elements,” Computer Graphics Forum , vol. 30, no. 7, pp. 2059–2066, 2011. [Online]. Available: http://dx.doi.org/10.1111/j.1467-8659.2011.02044.x
2011
Cited alongside, same era.
Z. Farbman, R. Fattal, and D. Lischinski, “Convolution pyramids,” ACM Trans. Graph. , vol. 30, no. 6, pp. 175:1–175:8, Dec. 2011. [Online]. Available: http://doi.acm.org/10.1145/2070781.2024209
2011
Cited alongside, same era.
K. Karsch, V. Hedau, D. Forsyth, and D. Hoiem, “Rendering synthetic objects into legacy photographs,” in Proceedings of the 2011 SIGGRAPH Asia Conference , ser. SA ’11. New York, NY, USA: ACM, 2011, pp. 157:1–157:12. [Online]. Available: http://doi.acm.org/10.1145/2024156.2024191
2011
Cited alongside, same era.
M. Hullin, E. Eisemann, H.-P. Seidel, and S. Lee, “Physically-based real-time lens flare rendering,” ACM Trans. Graph. , vol. 30, no. 4, pp. 108:1–108:10, Jul. 2011. [Online]. Available: http://doi.acm.org/10.1145/2010324.1965003
F. Peng, J. Li, and M. Long, “Discriminating natural images and computer generated graphics based on compound fractal features,” Journal of Computational Information Systems , vol. 9, no. 13, pp. 101–5108, 2013
2013
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H. Huang, K.Yin, M. Gong, D. Lischinski, D. Cohen-Or, U. Ascher, and B. Chen, “�mind the gap�: Tele-registration for structure-driven image completion,” ACM Transactions on Graphics (Proceedings of SIGGRAPH ASIA 2013) , vol. 32, pp. 174:1–174:10, 2013
2013
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M. Daisy, D. Tschumperlé, and O. Lézoray, “A fast spatial patch blending algorithm for artefact reduction in pattern-based image inpainting,” in SIGGRAPH Asia 2013 Technical Briefs , ser. SA ’13. New York, NY, USA: ACM, 2013, pp. 8:1–8:4. [Online]. Available: http://doi.acm.org/10.1145/2542355.2542365
2013
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S. Lee and E. Eisemann, “Practical real-time lens-flare rendering,” in Proceedings of the Eurographics Symposium on Rendering , ser. EGSR ’13. Aire-la-Ville, Switzerland, Switzerland: Eurographics Association, 2013, pp. 1–6. [Online]. Available: http://dx.doi.org/10.1111/cgf.12145
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2011
Cited alongside, same era.
R. Guo, Q. Dai, and D. Hoiem, “Single-image shadow detection and removal using paired regions,” in Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition , ser. CVPR ’11. Washington, DC, USA: IEEE Computer Society, 2011, pp. 2033–2040. [Online]. Available: http://dx.doi.org/10.1109/CVPR.2011.5995725
2011
Cited alongside, same era.
R. Carroll, R. Ramamoorthi, and M. Agrawala, “Illumination decomposition for material recoloring with consistent interreflections,” ACM Trans. Graph. , vol. 30, no. 4, pp. 43:1–43:10, Jul. 2011. [Online]. Available: http://doi.acm.org/10.1145/2010324.1964938
2011
Cited alongside, same era.
K.-T. Lee, S.-J. Luo, and B.-Y. Chen, “Rephotography using image collections,” Computer Graphics Forum , vol. 30, no. 7, pp. 1895–1901, 2011, (Pacific Graphics 2011 Conference Proceedings)
2011
Cited alongside, same era.
W. Wang, J. Dong, and T. Tan, “Tampered region localization of digital color images based on jpeg compression noise,” in Digital Watermarking . Springer Berlin / Heidelberg, 2011, vol. 6526, pp. 120–133
2011
Cited alongside, same era.
S. Xue, A. Agarwala, J. Dorsey, and H. Rushmeier, “Understanding and improving the realism of image composites,” ACM Transactions on Graphics , vol. 31, no. 84, pp. 84:1 – 84:10, 07/2010 2012. [Online]. Available: http://doi.acm.org/10.1145/2185520.2185580
2012
Cited alongside, same era.
Z. Dias, A. Rocha, and S. Goldenstein, “Image phylogeny by minimal spanning trees,” Information Forensics and Security, IEEE Transactions on , vol. 7, no. 2, pp. 774–788, 2012
2012
Cited alongside, same era.
P. Ferrara, T. Bianchi, A. De Rosa, and A. Piva, “Image forgery localization via fine-grained analysis of cfa artifacts,” Information Forensics and Security, IEEE Transactions on , vol. 7, no. 5, pp. 1566–1577, Oct 2012
2012
Cited alongside, same era.
T. Bianchi and A. Piva, “Image forgery localization via block-grained analysis of jpeg artifacts,” Information Forensics and Security, IEEE Transactions on , vol. 7, no. 3, pp. 1003–1017, June 2012
2012
Cited alongside, same era.
2013
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P. Kaufmann, O. Wang, A. Sorkine-Hornung, O. Sorkine-Hornung, A. Smolic, and M. H. Gross, “Finite element image warping.” Comput. Graph. Forum , vol. 32, no. 2, pp. 31–39, 2013. [Online]. Available: http://dblp.uni-trier.de/db/journals/cgf/cgf32.html
2013
Later among the works it cites.
Y. HaCohen, E. Shechtman, D. B. Goldman, and D. Lischinski, “Optimizing color consistency in photo collections,” ACM Transactions on Graphics (Proceedings of ACM SIGGRAPH 2013) , vol. 32, no. 4, pp. 85:1 – 85:9, 2013
2013
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J. I. Echevarria, G. Wilensky, A. Krishnaswamy, B. Kim, and D. Gutierrez, “Computational simulation of alternative photographic processes,” Computer Graphics Forum (Proc. EGSR 2013) , vol. 32, no. 4, 2013
2013
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M. W. Tao, J. Malik, and R. Ramamoorthi, “Sharpening out of focus images using high-frequency transfer,” Computer Graphics Forum (Eurographics 2013) , 2013. [Online]. Available: http://graphics.berkeley.edu/papers/Tao-SOO-2013-05/
2013
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K. Karsch, K. Sunkavalli, S. Hadap, N. Carr, H. Jin, R. Fonte, M. Sittig, and D. Forsyth, “Automatic scene inference for 3d object compositing,” ACM Trans. Graph. , vol. 33, no. 3, June 2014
2014
Later among the works it cites.
J. Liao, R. S. Lima, D. Nehab, H. Hoppe, P. V. Sander, and J. Yu, “Automating image morphing using structural similarity on a halfway domain,” ACM Trans. Graph. , vol. 33, no. 5, pp. 168:1–168:12, Sep. 2014. [Online]. Available: http://doi.acm.org/10.1145/2629494
2014
Later among the works it cites.
J. Yang, J. Xie, G. Zhu, S. Kwong, and Y.-Q. Shi, “An effective method for detecting double jpeg compression with the same quantization matrix,” Information Forensics and Security, IEEE Transactions on , vol. 9, no. 11, pp. 1933–1942, Nov 2014
2014
Later among the works it cites.
E. Kee, J. F. O’brien, and H. Farid, “Exposing photo manipulation from shading and shadows,” ACM Trans. Graph. , vol. 33, no. 5, pp. 165:1–165:21, Sep. 2014. [Online]. Available: http://doi.acm.org/10.1145/2629646
2014
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N. Kholgade, T. Simon, A. Efros, and Y. Sheikh, “3d object manipulation in a single photograph using stock 3d models,” ACM Transactions on Computer Graphics , vol. 33, no. 4, 2014
2014
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D.-T. Dang-Nguyen, “Discrimination of computer generated versus natural human faces,” Ph.D. dissertation, University of Trento, UNITN, 2014
2014
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F. Peng and D. lan Zhou, “Discriminating natural images and computer generated graphics based on the impact of cfa interpolation on the correlation of prnu ” Digital Investigation , no. 0, pp. –, 2014
2014
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J.-B. Huang, S. B. Kang, N. Ahuja, and J. Kopf, “Image completion using planar structure guidance,” ACM Transactions on Graphics (Proceedings of SIGGRAPH 2014) , vol. 33, no. 4, p. to appear, 2014
2014
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A. Dirik, H. Sencar, and N. Memon, “Analysis of seam-carving-based anonymization of images against prnu noise pattern-based source attribution,” Information Forensics and Security, IEEE Transactions on , vol. 9, no. 12, pp. 2277–2290, 2014
2014
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R. Wanat and R. K. Mantiuk, “Simulating and compensating changes in appearance between day and night vision,” ACM Trans. Graph. , vol. 33, no. 4, pp. 147:1–147:12, Jul. 2014. [Online]. Available: http://doi.acm.org/10.1145/2601097.2601150
2014
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S. Bell, K. Bala, and N. Snavely, “Intrinsic images in the wild,” ACM Trans. Graph. , vol. 33, no. 4, pp. 159:1–159:12, Jul. 2014. [Online]. Available: http://doi.acm.org/10.1145/2601097.2601206
2014
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Y. Shih, S. Paris, C. Barnes, W. T. Freeman, and F. Durand, “Style transfer for headshot portraits,” ACM Trans. Graph. , vol. 33, no. 4, pp. 148:1–148:14, Jul. 2014. [Online]. Available: http://doi.acm.org/10.1145/2601097.2601137
2014
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P.-Y. Laffont, Z. Ren, X. Tao, C. Qian, and J. Hays, “Transient attributes for high-level understanding and editing of outdoor scenes,” ACM Transactions on Graphics (proceedings of SIGGRAPH) , vol. 33, no. 4, 2014
2014
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Y. Liu, M. Cohen, M. Uyttendaele, and S. Rusinkiewicz, “AutoStyle: Automatic style transfer from image collections to users’ images,” Computer Graphics Forum (Proc. Eurographics Symposium on Rendering) , vol. 33, no. 4, Jun. 2014
2014
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H. Cho, H. Lee, H. Kang, and S. Lee, “Bilateral texture filtering,” ACM Trans. Graph. , vol. 33, no. 4, pp. 128:1–128:8, Jul. 2014. [Online]. Available: http://doi.acm.org/10.1145/2601097.2601188
2014
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R. Fattal, “Dehazing using color-lines,” vol. 34, no. 13. New York, NY, USA: ACM, 2014
2014
Later among the works it cites.
K. Karsch, K. Sunkavalli, S. Hadap, N. Carr, H. Jin, R. Fonte, M. Sittig, and D. Forsyth, “Automatic scene inference for 3d object compositing,” ACM Trans. Graph. , vol. 33, no. 3, June 2014
2014
Later among the works it cites.
N. Kholgade, T. Simon, A. Efros, and Y. Sheikh, “3d object manipulation in a single photograph using stock 3d models,” ACM Transactions on Computer Graphics , vol. 33, no. 4, 2014
2014
Later among the works it cites.
J. Liao, R. S. Lima, D. Nehab, H. Hoppe, P. V. Sander, and J. Yu, “Automating image morphing using structural similarity on a halfway domain,” ACM Trans. Graph. , vol. 33, no. 5, pp. 168:1–168:12, Sep. 2014. [Online]. Available: http://doi.acm.org/10.1145/2629494
2014
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2015
Later among the works it cites.
M. Gryka, M. Terry, and G. J. Brostow, “Learning to remove soft shadows,” ACM Transactions on Graphics , 2015
2015
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E. S. L. Gastal and M. M. Oliveira, “High-order recursive filtering of non-uniformly sampled signals for image and video processing,” Computer Graphics Forum , vol. 34, no. 2, pp. 81–93, May 2015, proceedings of Eurographics 2015
2015
Later among the works it cites.
B. Li, T.-T. Ng, X. Li, S. Tan, and J. Huang, “Revealing the trace of high-quality jpeg compression through quantization noise analysis,” Information Forensics and Security, IEEE Transactions on , vol. 10, no. 3, pp. 558–573, March 2015
2015
Later among the works it cites.
P. Ferrara, M. Fontani, T. Bianchi, A. De Rosa, A. Piva, and M. Barni, “Unsupervised fusion for forgery localization exploiting background information,” in Multimedia Expo Workshops (ICMEW), 2015 IEEE International Conference on , June 2015, pp. 1–6
2015
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T. Carvalho, H. Farid, and E. Kee, “Exposing photo manipulation from user-guided 3d lighting analysis,” in IS&T/SPIE Electronic Imaging , vol. 9409, 2015, pp. 940 902–940 902–10
2015
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M. Iuliani, G. Fabbri, and A. Piva, “Image splicing detection based on general perspective constraints,” in Proceedings of the Information Forensics and Security (WIFS), 2015 IEEE International Workshop , 2015
2015
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J. Zheng, T. Zhu, Z. Li, W. Xing, and J. Ren, “Exposing image forgery by detecting traces of feather operation,” Journal of Visual Languages & Computing , vol. 27, pp. 9–18, 2015
2015
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T. Yin, G. Yang, L. Li, D. Zhang, and X. Sun, “Detecting seam carving based image resizing using local binary patterns,” Computers & Security , vol. 55, pp. 130 – 141, 2015
2015
Later among the works it cites.