-
2
-
-
33744736314
-
Digital camera identification from sensor pattern noise
-
June
-
J. Lukas, J. Fridrich, and M. Goljan, "Digital camera identification from sensor pattern noise, " IEEE Transactions on Information Forensics and Security, vol. 1, no. 2, pp. 205-214, June 2006.
-
(2006)
IEEE Transactions on Information Forensics and Security
, vol.1
, Issue.2
, pp. 205-214
-
-
Lukas, J.1
Fridrich, J.2
Goljan, M.3
-
3
-
-
33645696767
-
Source camera identification using footprints from lens aberration
-
K. Choi, E. Lam, and K. Wong, "Source camera identification using footprints from lens aberration, " in Proc. SPIE, Digital Photography II, vol. 6069, no. 1, pp. 60 690J, 2006.
-
(2006)
Proc. SPIE, Digital Photography II
, vol.6069
, Issue.1
, pp. 60690J
-
-
Choi, K.1
Lam, E.2
Wong, K.3
-
4
-
-
84969285347
-
Source camera identification based on sensor dust characteristics
-
Washington, USA
-
A. E. Dirik, H. T. Sencar, and N. Memon, "Source camera identification based on sensor dust characteristics, " in IEEE Workshop on Signal Processing Applications for Public Security and Forensics, SAFE 07, Washington, USA, pp. 1-6, 2007.
-
(2007)
IEEE Workshop on Signal Processing Applications for Public Security and Forensics, SAFE 07
, pp. 1-6
-
-
Dirik, A.E.1
Sencar, H.T.2
Memon, N.3
-
5
-
-
85086795030
-
Improvements on source camera model identification based on cfa interpolation
-
Orlando Florida
-
S. Bayram, H. Sencar, and N. Memon, "Improvements on source camera model identification based on cfa interpolation, " in Advances in Digital Forensics II, IFIP International Conference on Digital Forensics, Orlando Florida, pp. 289-299, 2006.
-
(2006)
Advances in Digital Forensics II, IFIP International Conference on Digital Forensics
, pp. 289-299
-
-
Bayram, S.1
Sencar, H.2
Memon, N.3
-
6
-
-
20444438052
-
Blind source camera identification
-
M. Kharrazi, H. Sencar, and N. Memon, "Blind source camera identification, " in IEEE International Conference on Image Processing ICIP 2004., vol. 1, pp. 709-712, 2004.
-
(2004)
IEEE International Conference on Image Processing ICIP
, vol.1
, Issue.2004
, pp. 709-712
-
-
Kharrazi, M.1
Sencar, H.2
Memon, N.3
-
7
-
-
49549105094
-
Blind identification of source cell-phone model
-
O. Celiktutan, B. Sankur, and I. Avcibas, "Blind identification of source cell-phone model." IEEE Transactions on Information Forensics and Security, vol. 3, no. 3, pp. 553-566, 2008.
-
(2008)
IEEE Transactions on Information Forensics and Security
, vol.3
, Issue.3
, pp. 553-566
-
-
Celiktutan, O.1
Sankur, B.2
Avcibas, I.3
-
8
-
-
69949138613
-
Using sensor pattern noise for camera model identification
-
San Diego, California, October 12-15
-
T. Filler, J. Fridrich, and M. Goljan, "Using sensor pattern noise for camera model identification, " in Proc. of the 15th IEEE International Conference on Image Processing (ICIP), San Diego, California, October 12-15, pp. 1296-1299, 2008.
-
(2008)
Proc. of the 15th IEEE International Conference on Image Processing (ICIP)
, pp. 1296-1299
-
-
Filler, T.1
Fridrich, J.2
Goljan, M.3
-
9
-
-
84962435646
-
Feature-based forensic camera model identification
-
Y.Q. Shi, S. Katzenbeisser, (eds.) Springer, Heidelberg
-
T. Gloe, "Feature-based forensic camera model identification, " Y.Q. Shi, S. Katzenbeisser, (eds.) Transactions on Data Hiding and Multimedia Security VIII. LNCS, vol. 7228, pp. 42-62, Springer, Heidelberg, 2012.
-
(2012)
Transactions on Data Hiding and Multimedia Security VIII. LNCS
, vol.7228
, pp. 42-62
-
-
Gloe, T.1
-
10
-
-
84868151871
-
Camera model identification using local binary patterns
-
Melborne, Australia
-
G. Xu and Y. Q. Shi, "Camera model identification using local binary patterns, " in Proc. IEEE Int Conference on Multimedia and Expo (ICME), Melborne, Australia, pp. 392-397, 2012.
-
(2012)
Proc IEEE Int Conference on Multimedia and Expo (ICME)
, pp. 392-397
-
-
Xu, G.1
Shi, Y.Q.2
-
12
-
-
84944703879
-
Evaluation of residual-based local features for camera model identification
-
Genoa, Italy, September 7-8
-
F. Marra, G. Poggi, C. Sansone, and L. Verdoliva, "Evaluation of residual-based local features for camera model identification, " in New Trends in Image Analysis and Processing-ICIAP Workshop : BioFor, Genoa, Italy, September 7-8, pp. 11-18, 2015.
-
(2015)
New Trends in Image Analysis and Processing-ICIAP Workshop : BioFor
, pp. 11-18
-
-
Marra, F.1
Poggi, G.2
Sansone, C.3
Verdoliva, L.4
-
13
-
-
84860434682
-
Rich models for steganalysis of digital images
-
June
-
J. Fridrich and J. Kodovsky, "Rich models for steganalysis of digital images, " IEEE Transactions on Information Forensics and Security, vol. 7, no. 3, pp. 868-882, June 2012.
-
(2012)
IEEE Transactions on Information Forensics and Security
, vol.7
, Issue.3
, pp. 868-882
-
-
Fridrich, J.1
Kodovsky, J.2
-
14
-
-
84964048551
-
Source camera identification using features from contaminated sensor noise
-
Springer, Tokyo, Japan, 7-10 october, 11 pages
-
A. Tuama, F. Comby, and M. Chaumont, "Source camera identification using features from contaminated sensor noise, " IWDW 2015, The 14th International Workshop on Digital-forensics and Watermarking, Proceedings as Lecture Notes in Computer Science (LNCS) by Springer, Tokyo, Japan, 7-10 october, 11 pages, 2015.
-
(2015)
IWDW 2015, the 14th International Workshop on Digital-forensics and Watermarking, Proceedings As Lecture Notes in Computer Science (LNCS) by
-
-
Tuama, A.1
Comby, F.2
Chaumont, M.3
-
15
-
-
85015106454
-
A deep learning approach to universal image manipulation detection using a new convolutional layer
-
ser. IH&MMSec16. Vigo, Galicia, Spain: ACM
-
B. Bayar and M. C. Stamm, "A deep learning approach to universal image manipulation detection using a new convolutional layer, " in Proceedings of the 4th ACM Workshop on Information Hiding and Multimedia Security, ser. IH&MMSec16. Vigo, Galicia, Spain: ACM, 2016.
-
(2016)
Proceedings of the 4th ACM Workshop on Information Hiding and Multimedia Security
-
-
Bayar, B.1
Stamm, M.C.2
-
16
-
-
84933053045
-
Median filtering forensics based on convolutional neural networks
-
IEEE Nov
-
J. Chen, X. Kang, Y. Liu, and Z. Wang, "Median filtering forensics based on convolutional neural networks, " Signal Processing Letters, IEEE, vol. 22, no. 11, pp. 1849-1853, Nov 2015.
-
(2015)
Signal Processing Letters
, vol.22
, Issue.11
, pp. 1849-1853
-
-
Chen, J.1
Kang, X.2
Liu, Y.3
Wang, Z.4
-
17
-
-
85013977220
-
-
Springer
-
M. Najafabadi, F. Villanustre, T. Khoshgoftaar, N. Seliya, R. Wald, and E. Muharemagic, "Deep learning applications and challenges in big data analytics, " Springer, vol. 2, 2015.
-
(2015)
Deep learning applications and challenges in big data analytics
, vol.2
-
-
Najafabadi, M.1
Villanustre, F.2
Khoshgoftaar, T.3
Seliya, N.4
Wald, R.5
Muharemagic, E.6
-
18
-
-
84876231242
-
Imagenet classification with deep convolutional neural networks
-
Curran Associates Inc
-
A. Krizhevsky, I. Sutskever, and G. E. Hinton, "Imagenet classification with deep convolutional neural networks, " in Advances in Neural Information Processing Systems 25. Curran Associates Inc., pp. 1097-1105, 2012.
-
(2012)
Advances in Neural Information Processing Systems
, vol.25
, pp. 1097-1105
-
-
Krizhevsky, A.1
Sutskever, I.2
Hinton, G.E.3
-
19
-
-
84937522268
-
Going deeper with convolutions
-
Boston, USA, June 7-12
-
C. Szegedy, W. Liu, Y. Jia, P. Sermanet, S. E. Reed, D. Anguelov, D. Erhan, V. Vanhoucke, and A. Rabinovich, "Going deeper with convolutions, " in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Boston, USA, June 7-12, pp. 1-9, 2015.
-
(2015)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
, pp. 1-9
-
-
Szegedy, C.1
Liu, W.2
Jia, Y.3
Sermanet, P.4
Reed, S.E.5
Anguelov, D.6
Erhan, D.7
Vanhoucke, V.8
Rabinovich, A.9
-
20
-
-
84879854889
-
Representation learning: A review and new perspectives
-
Aug
-
Y. Bengio, A. Courville, and P. Vincent, "Representation learning: A review and new perspectives, " IEEE Trans. Pattern Analysis and Machine Intellegence, vol. 35, no. 8, pp. 1798-1828, Aug. 2013.
-
(2013)
IEEE Trans. Pattern Analysis and Machine Intellegence
, vol.35
, Issue.8
, pp. 1798-1828
-
-
Bengio, Y.1
Courville, A.2
Vincent, P.3
-
21
-
-
84932146885
-
Deep learning for steganalysis via convolutional neural networks
-
Y. Qian, J. Dong, W. Wang, and T. Tan, "Deep learning for steganalysis via convolutional neural networks, " Proc. SPIE, vol. 9409, pp. 94 090J-94 090J-10, 2015.
-
(2015)
Proc. SPIE
, vol.9409
, pp. 94090J-94090J10
-
-
Qian, Y.1
Dong, J.2
Wang, W.3
Tan, T.4
-
22
-
-
85032752368
-
Digital image forensic using sensor noise
-
J. Fridrich, "Digital image forensic using sensor noise, " IEEE Signal Processing Magazine, vol. 26, no. 2, pp. 26-37, 2009.
-
(2009)
IEEE Signal Processing Magazine
, vol.26
, Issue.2
, pp. 26-37
-
-
Fridrich, J.1
-
24
-
-
84958589374
-
Deep residual learning for image recognition
-
H. Kaiming, Z. Xiangyu, R. Shaoqing, and S. Jian, "Deep residual learning for image recognition, " Technical Report, 2015.
-
(2015)
Technical Report
-
-
Kaiming, H.1
Xiangyu, Z.2
Shaoqing, R.3
Jian, S.4
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