@inproceedings{bb223500,
        AUTHOR = "Shivani, S. and Singh, D. and Agarwal, S.",
        TITLE = "DCT Based Approach for Tampered Image Detection and Recovery Using
Block Wise Fragile Watermarking Scheme",
        BOOKTITLE = IbPRIA13,
        YEAR = "2013",
        PAGES = "640-647",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218507"}

@article{bb223501,
        AUTHOR = "Chen, C.L. and Ni, J.Q. and Huang, J.W.",
        TITLE = "Blind Detection of Median Filtering in Digital Images:
A Difference Domain Based Approach",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "12",
        PAGES = "4699-4710",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218508"}

@inproceedings{bb223502,
        AUTHOR = "Chen, C.L. and Ni, J.Q.",
        TITLE = "Median Filtering Detection Using Edge Based Prediction Matrix",
        BOOKTITLE = IWDW11,
        YEAR = "2011",
        PAGES = "361-375",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218509"}

@article{bb223503,
        AUTHOR = "Tokuda, E. and Pedrini, H. and Rocha, A.",
        TITLE = "Computer generated images vs. digital photographs:
A synergetic feature and classifier combination approach",
        JOURNAL = JVCIR,
        VOLUME = "24",
        YEAR = "2013",
        NUMBER = "8",
        PAGES = "1276-1292",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218510"}

@article{bb223504,
        AUTHOR = "Ryu, S.J. and Lee, H.K.",
        TITLE = "Estimation of linear transformation by analyzing the periodicity of
interpolation",
        JOURNAL = PRL,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "89-99",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218511"}

@article{bb223505,
        AUTHOR = "Kannammal, A. and Rani, S.S.",
        TITLE = "Two level security for medical images using watermarking/encryption
algorithms",
        JOURNAL = IJIST,
        VOLUME = "24",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "111-120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218512"}

@article{bb223506,
        AUTHOR = "Ryu, S.J. and Lee, H.Y. and Lee, H.K.",
        TITLE = "Detecting Trace of Seam Carving for Forensic Analysis",
        JOURNAL = IEICE,
        VOLUME = "E97-D",
        YEAR = "2014",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1304-1311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218513"}

@article{bb223507,
        AUTHOR = "Yang, B. and Liu, B.",
        TITLE = "Feature Fusion for Blurring Detection in Image Forensics",
        JOURNAL = IEICE,
        VOLUME = "E97-D",
        YEAR = "2014",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1690-1693",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218514"}

@article{bb223508,
        AUTHOR = "Chang, T.Y. and Tai, S.C. and Lin, G.S.",
        TITLE = "A passive multi-purpose scheme based on periodicity analysis of CFA
artifacts for image forensics",
        JOURNAL = JVCIR,
        VOLUME = "25",
        YEAR = "2014",
        NUMBER = "6",
        PAGES = "1289-1298",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218515"}

@article{bb223509,
        AUTHOR = "Lyu, S.W. and Pan, X. and Zhang, X.",
        TITLE = "Exposing Region Splicing Forgeries with Blind Local Noise Estimation",
        JOURNAL = IJCV,
        VOLUME = "110",
        YEAR = "2014",
        NUMBER = "1",
        MONTH = "November",
        PAGES = "202-221",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218516"}

@inproceedings{bb223510,
        AUTHOR = "Pan, X. and Zhang, X. and Lyu, S.W.",
        TITLE = "Exposing image splicing with inconsistent local noise variances",
        BOOKTITLE = ICCP12,
        YEAR = "2012",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218517"}

@article{bb223511,
        AUTHOR = "Vellaisamy, S. and Ramesh, V.",
        TITLE = "Inversion attack resilient zero-watermarking scheme for medical image
authentication",
        JOURNAL = IET-IPR,
        VOLUME = "8",
        YEAR = "2014",
        NUMBER = "12",
        PAGES = "718-727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218518"}

@article{bb223512,
        AUTHOR = "Bian, S. and Luo, W. and Huang, J.",
        TITLE = "Exposing Fake Bit Rate Videos and Estimating Original Bit Rates",
        JOURNAL = CirSysVideo,
        VOLUME = "24",
        YEAR = "2014",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2144-2154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218519"}

@article{bb223513,
        AUTHOR = "de Rosa, A. and Fontani, M. and Massai, M. and Piva, A. and Barni, M.",
        TITLE = "Second-Order Statistics Analysis to Cope With Contrast Enhancement
Counter-Forensics",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1132-1136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218520"}

@article{bb223514,
        AUTHOR = "Chu, X. and Stamm, M.C. and Chen, Y. and Liu, K.J.R.",
        TITLE = "On Antiforensic Concealability With Rate-Distortion Tradeoff",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1087-1100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218521"}

@inproceedings{bb223515,
        AUTHOR = "Stamm, M.C. and Tjoa, S.K. and Lin, W.S. and Liu, K.J.R.",
        TITLE = "Undetectable image tampering through JPEG compression anti-forensics",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "2109-2112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218522"}

@article{bb223516,
        AUTHOR = "Zhao, X. and Wang, S. and Li, S. and Li, J.",
        TITLE = "Passive Image-Splicing Detection by a 2-D Noncausal Markov Model",
        JOURNAL = CirSysVideo,
        VOLUME = "25",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "185-199",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218523"}

@article{bb223517,
        AUTHOR = "Yoshida, M. and Ohkita, K. and Fujiwara, T.",
        TITLE = "Individual Restoration of Tampered Pixels for Statistical Fragile
Watermarking",
        JOURNAL = IEICE,
        VOLUME = "E98-D",
        YEAR = "2015",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "58-64",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218524"}

@inproceedings{bb223518,
        AUTHOR = "Ohkita, K. and Yoshida, M. and Kitamura, I. and Fujiwara, T.",
        TITLE = "Improving Capability of Locating Tampered Pixels of Statistical Fragile
Watermarking",
        BOOKTITLE = DW09,
        YEAR = "2009",
        PAGES = "279-293",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218525"}

@article{bb223519,
        AUTHOR = "Lee, S.W. and Song, J.E. and Lee, W.Y. and Ko, Y.W. and Lee, H.",
        TITLE = "Integrity Verification Scheme of Video Contents in Surveillance Cameras
for Digital Forensic Investigations",
        JOURNAL = IEICE,
        VOLUME = "E98-D",
        YEAR = "2015",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "95-97",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218526"}

@article{bb223520,
        AUTHOR = "Eswaraiah, R. and Reddy, E.S.",
        TITLE = "Robust medical image watermarking technique for accurate detection of
tampers inside region of interest and recovering original region of
interest",
        JOURNAL = IET-IPR,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "8",
        PAGES = "615-625",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218527"}

@article{bb223521,
        AUTHOR = "Khan, Z. and Shafait, F. and Mian, A.",
        TITLE = "Automatic ink mismatch detection for forensic document analysis",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "11",
        PAGES = "3615-3626",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218528"}

@inproceedings{bb223522,
        AUTHOR = "Khan, Z. and Shafait, F. and Mian, A.",
        TITLE = "Hyperspectral Document Imaging: Challenges and Perspectives",
        BOOKTITLE = CBDAR13,
        YEAR = "2013",
        PAGES = "150-163",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218529"}

@inproceedings{bb223523,
        AUTHOR = "Khan, Z. and Shafait, F. and Mian, A.",
        TITLE = "Hyperspectral Imaging for Ink Mismatch Detection",
        BOOKTITLE = ICDAR13,
        YEAR = "2013",
        PAGES = "877-881",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218530"}

@inproceedings{bb223524,
        AUTHOR = "Luo, Z. and Shafait, F. and Mian, A.",
        TITLE = "Localized forgery detection in hyperspectral document images",
        BOOKTITLE = ICDAR15,
        YEAR = "2015",
        PAGES = "496-500",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218531"}

@article{bb223525,
        AUTHOR = "Khan, Z. and Shafait, F. and Mian, A.",
        TITLE = "Joint Group Sparse PCA for Compressed Hyperspectral Imaging",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4934-4942",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218532"}

@article{bb223526,
        AUTHOR = "Hou, J. and Cheng, Y.",
        TITLE = "Expose Spliced Photographic Basing on Boundary and Noise Features",
        JOURNAL = IEICE,
        VOLUME = "E98-D",
        YEAR = "2015",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1426-1429",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218533"}

@article{bb223527,
        AUTHOR = "Chen, J.S. and Kang, X.G. and Liu, Y. and Wang, Z.J.",
        TITLE = "Median Filtering Forensics Based on Convolutional Neural Networks",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1849-1853",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218534"}

@inproceedings{bb223528,
        AUTHOR = "Botta, M. and Cavagnino, D. and Pomponiu, V.",
        TITLE = "Optimization techniques to transform fragile watermarking",
        BOOKTITLE = SPIE,
        VOLUME = "Newsroom",
        YEAR = "2015",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218535"}

@article{bb223529,
        AUTHOR = "Carvalho, T.",
        TITLE = "Illumination Inconsistency Sleuthing for Exposing Fauxtography and
Uncovering Composition Telltales in Digital Images",
        JOURNAL = ELCVIA,
        VOLUME = "14",
        YEAR = "2015",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218536"}

@article{bb223530,
        AUTHOR = "Mittal, A. and Saad, M.A. and Bovik, A.C.",
        TITLE = "A Completely Blind Video Integrity Oracle",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "289-300",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218537"}

@article{bb223531,
        AUTHOR = "Korus, P. and Huang, J.",
        TITLE = "Improved Tampering Localization in Digital Image Forensics Based on
Maximal Entropy Random Walk",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "169-173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218538"}

@article{bb223532,
        AUTHOR = "Korus, P. and Huang, J.",
        TITLE = "Multi-Scale Fusion for Improved Localization of Malicious Tampering
in Digital Images",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1312-1326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218539"}

@article{bb223533,
        AUTHOR = "He, P.S. and Jiang, X. and Sun, T. and Wang, S.L.",
        TITLE = "Double compression detection based on local motion vector field
analysis in static-background videos",
        JOURNAL = JVCIR,
        VOLUME = "35",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "55-66",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218540"}

@article{bb223534,
        AUTHOR = "Taimori, A. and Razzazi, F. and Behrad, A. and Ahmadi, A. and Babaie Zadeh, M.",
        TITLE = "Quantization-Unaware Double JPEG Compression Detection",
        JOURNAL = JMIV,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "269-286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218541"}

@article{bb223535,
        AUTHOR = "Bestagini, P. and Milani, S. and Tagliasacchi, M. and Tubaro, S.",
        TITLE = "Codec and GOP Identification in Double Compressed Videos",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2298-2310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218542"}

@article{bb223536,
        AUTHOR = "Yang, J.Q. and Zhu, G.P. and Shi, Y.Q.",
        TITLE = "Analyzing the Effect of JPEG Compression on Local Variance of Image
Intensity",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2647-2656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218543"}

@inproceedings{bb223537,
        AUTHOR = "Yang, J.Q. and Zhu, G.P. and Wang, J.L. and Shi, Y.Q.",
        TITLE = "Detecting Non-aligned Double JPEG Compression Based on Refined
Intensity Difference and Calibration",
        BOOKTITLE = IWDW13,
        YEAR = "2013",
        PAGES = "169-179",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218544"}

@article{bb223538,
        AUTHOR = "Pasquini, C.",
        TITLE = "Statistical and deterministic approaches for multimedia forensics",
        JOURNAL = ELCVIA,
        VOLUME = "15",
        YEAR = "2016",
        NUMBER = "2",
        PAGES = "16-18",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218545"}

@article{bb223539,
        AUTHOR = "Iuliani, M. and Fanfani, M. and Colombo, C. and Piva, A.",
        TITLE = "Reliability assessment of principal point estimates for forensic
applications",
        JOURNAL = JVCIR,
        VOLUME = "42",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "65-77",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218546"}

@article{bb223540,
        AUTHOR = "Liu, Q.Z.",
        TITLE = "An approach to detecting JPEG down-recompression and seam carving
forgery under recompression anti-forensics",
        JOURNAL = PR,
        VOLUME = "65",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "35-46",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218547"}

@inproceedings{bb223541,
        AUTHOR = "Liu, Q.Z.",
        TITLE = "Exposing seam carving forgery under recompression attacks by hybrid
large feature mining",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "1041-1046",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218548"}

@article{bb223542,
        AUTHOR = "Jin, Z.W. and Cao, J. and Zhang, Y.D. and Zhou, J. and Tian, Q.",
        TITLE = "Novel Visual and Statistical Image Features for Microblogs News
Verification",
        JOURNAL = MultMed,
        VOLUME = "19",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "598-608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218549"}

@article{bb223543,
        AUTHOR = "Shen, X.J. and Shi, Z. and Chen, H.P.",
        TITLE = "Splicing image forgery detection using textural features based on the
grey level co-occurrence matrices",
        JOURNAL = IET-IPR,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "44-53",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218550"}

@article{bb223544,
        AUTHOR = "Chen, C. and Ni, J. and Shen, Z. and Shi, Y.Q.",
        TITLE = "Blind Forensics of Successive Geometric Transformations in Digital
Images Using Spectral Method: Theory and Applications",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2811-2824",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218551"}

@article{bb223545,
        AUTHOR = "Hou, J.U. and Lee, H.K.",
        TITLE = "Detection of Hue Modification Using Photo Response Nonuniformity",
        JOURNAL = CirSysVideo,
        VOLUME = "27",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1826-1832",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218552"}

@article{bb223546,
        AUTHOR = "He, P.S. and Jiang, X. and Sun, T. and Wang, S.L. and Li, B. and Dong, Y.",
        TITLE = "Frame-wise detection of relocated I-frames in double compressed H.264
videos based on convolutional neural network",
        JOURNAL = JVCIR,
        VOLUME = "48",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "149-158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218553"}

@article{bb223547,
        AUTHOR = "Zhang, D.Y. and Yin, T. and Yang, G.B. and Xia, M. and Li, L. and Sun, X.M.",
        TITLE = "Detecting image seam carving with low scaling ratio using multi-scale
spatial and spectral entropies",
        JOURNAL = JVCIR,
        VOLUME = "48",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "281-291",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218554"}

@article{bb223548,
        AUTHOR = "Su, Y. and Jin, X. and Zhang, C.Q. and Chen, Y.",
        TITLE = "Hierarchical image resampling detection based on blind deconvolution",
        JOURNAL = JVCIR,
        VOLUME = "48",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "480-490",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218555"}

@article{bb223549,
        AUTHOR = "Chen, Z.P. and Zhao, Y. and Ni, R.R.",
        TITLE = "Detection of operation chain: JPEG-Resampling-JPEG",
        JOURNAL = SP:IC,
        VOLUME = "57",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "8-20",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218556"}

@article{bb223550,
        AUTHOR = "Xue, F. and Ye, Z. and Lu, W. and Liu, H.M. and Li, B.",
        TITLE = "MSE period based estimation of first quantization step in double
compressed JPEG images",
        JOURNAL = SP:IC,
        VOLUME = "57",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "76-83",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218557"}

@article{bb223551,
        AUTHOR = "Ding, F. and Zhu, G.P. and Dong, W.Q. and Shi, Y.Q.",
        TITLE = "An efficient weak sharpening detection method for image forensics",
        JOURNAL = JVCIR,
        VOLUME = "50",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "93-99",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218558"}

@article{bb223552,
        AUTHOR = "Feng, C. and Xu, Z. and Jia, S. and Zhang, W. and Xu, Y.",
        TITLE = "Motion-Adaptive Frame Deletion Detection for Digital Video Forensics",
        JOURNAL = CirSysVideo,
        VOLUME = "27",
        YEAR = "2017",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2543-2554",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218559"}

@article{bb223553,
        AUTHOR = "Li, H. and Luo, W. and Qiu, X. and Huang, J.",
        TITLE = "Identification of Various Image Operations Using Residual-Based
Features",
        JOURNAL = CirSysVideo,
        VOLUME = "28",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "31-45",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218560"}

@article{bb223554,
        AUTHOR = "Su, L. and Li, C. and Lai, Y. and Yang, J.",
        TITLE = "A Fast Forgery Detection Algorithm Based on Exponential-Fourier
Moments for Video Region Duplication",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "825-840",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218561"}

@article{bb223555,
        AUTHOR = "Sun, J.Y. and Kim, S.W. and Lee, S.W. and Ko, S.J.",
        TITLE = "A novel contrast enhancement forensics based on convolutional neural
networks",
        JOURNAL = SP:IC,
        VOLUME = "63",
        YEAR = "2018",
        PAGES = "149-160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218562"}

@article{bb223556,
        AUTHOR = "Han, J.G. and Park, T.H. and Moon, Y.H. and Eom, I.K.",
        TITLE = "Quantization-based Markov feature extraction method for image splicing
detection",
        JOURNAL = MVA,
        VOLUME = "29",
        YEAR = "2018",
        NUMBER = "3",
        MONTH = "April",
        PAGES = "543-552",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218563"}

@article{bb223557,
        AUTHOR = "Akhtar, Z. and Khan, E.",
        TITLE = "Revealing the traces of histogram equalisation in digital images",
        JOURNAL = IET-IPR,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "760-768",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218564"}

@article{bb223558,
        AUTHOR = "Iakovidou, C. and Zampoglou, M. and Papadopoulos, S. and Kompatsiaris, Y.",
        TITLE = "Content-aware detection of JPEG grid inconsistencies for intuitive
image forensics",
        JOURNAL = JVCIR,
        VOLUME = "54",
        YEAR = "2018",
        PAGES = "155-170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218565"}

@article{bb223559,
        AUTHOR = "Park, J.S. and Kim, H.G. and Kim, D.G. and Yu, I.J. and Lee, H.K.",
        TITLE = "Paired mini-batch training: A new deep network training for image
forensics and steganalysis",
        JOURNAL = SP:IC,
        VOLUME = "67",
        YEAR = "2018",
        PAGES = "132-139",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218566"}

@article{bb223560,
        AUTHOR = "Yang, B. and Sun, X.M. and Cao, E. and Hu, W.F. and Chen, X.Y.",
        TITLE = "Convolutional neural network for smooth filtering detection",
        JOURNAL = IET-IPR,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1432-1438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218567"}

@article{bb223561,
        AUTHOR = "Wang, P. and Liu, F.L. and Yang, C. and Luo, X.Y.",
        TITLE = "Blind forensics of image gamma transformation and its application in
splicing detection",
        JOURNAL = JVCIR,
        VOLUME = "55",
        YEAR = "2018",
        PAGES = "80-90",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218568"}

@article{bb223562,
        AUTHOR = "Rocha, A. and Li, S.J. and Kuo, C. .C.J. and Piva, A. and Huang, J.W.",
        TITLE = "Data-driven multimedia forensics and security",
        JOURNAL = JVCIR,
        VOLUME = "55",
        YEAR = "2018",
        PAGES = "447-448",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218569"}

@article{bb223563,
        AUTHOR = "Singh, P. and Raman, B. and Agarwal, N.",
        TITLE = "Toward Encrypted Video Tampering Detection and Localization Based on
POB Number System Over Cloud",
        JOURNAL = CirSysVideo,
        VOLUME = "28",
        YEAR = "2018",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2116-2130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218570"}

@article{bb223564,
        AUTHOR = "Sheng, H. and Shen, X. and Lyu, Y. and Shi, Z. and Ma, S.",
        TITLE = "Image splicing detection based on Markov features in discrete octonion
cosine transform domain",
        JOURNAL = IET-IPR,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1815-1823",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218571"}

@article{bb223565,
        AUTHOR = "Zhu, N. and Li, Z.",
        TITLE = "Blind image splicing detection via noise level function",
        JOURNAL = SP:IC,
        VOLUME = "68",
        YEAR = "2018",
        PAGES = "181-192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218572"}

@article{bb223566,
        AUTHOR = "Bhardwaj, D. and Pankajakshan, V.",
        TITLE = "A JPEG blocking artifact detector for image forensics",
        JOURNAL = SP:IC,
        VOLUME = "68",
        YEAR = "2018",
        PAGES = "155-161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218573"}

@article{bb223567,
        AUTHOR = "Ye, J.Y. and Shen, Z. and Behrani, P. and Ding, F. and Shi, Y.Q.",
        TITLE = "Detecting USM image sharpening by using CNN",
        JOURNAL = SP:IC,
        VOLUME = "68",
        YEAR = "2018",
        PAGES = "258-264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218574"}

@article{bb223568,
        AUTHOR = "Cattaneo, G. and Roscigno, G. and Petrillo, U.F.",
        TITLE = "Improving the experimental analysis of tampered image detection
algorithms for biometric systems",
        JOURNAL = PRL,
        VOLUME = "113",
        YEAR = "2018",
        PAGES = "93-101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218575"}

@article{bb223569,
        AUTHOR = "Zhao, W. and Yang, P.P. and Ni, R.R. and Zhao, Y. and Wu, H.R.",
        TITLE = "Security Consideration for Deep Learning-Based Image Forensics",
        JOURNAL = IEICE,
        VOLUME = "E101-D",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3263-3266",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218576"}

@article{bb223570,
        AUTHOR = "Shan, W.Y. and Yi, Y.H. and Huang, R.G. and Xie, Y.",
        TITLE = "Robust contrast enhancement forensics based on convolutional neural
networks",
        JOURNAL = SP:IC,
        VOLUME = "71",
        YEAR = "2019",
        PAGES = "138-146",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218577"}

@article{bb223571,
        AUTHOR = "Qin, C. and Ji, P. and Chang, C. and Dong, J. and Sun, X.",
        TITLE = "Non-uniform Watermark Sharing Based on Optimal Iterative BTC for
Image Tampering Recovery",
        JOURNAL = MultMedMag,
        VOLUME = "25",
        YEAR = "2018",
        NUMBER = "3",
        MONTH = "July",
        PAGES = "36-48",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218578"}

@inproceedings{bb223572,
        AUTHOR = "Guan, H. and Kozak, M. and Robertson, E. and Lee, Y. and Yates, A.N. and Delgado, A. and Zhou, D. and Kheyrkhah, T. and Smith, J. and Fiscus, J.",
        TITLE = "MFC Datasets: Large-Scale Benchmark Datasets for Media Forensic
Challenge Evaluation",
        BOOKTITLE = IVF19,
        YEAR = "2019",
        PAGES = "63-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218579"}

@article{bb223573,
        AUTHOR = "Singh, P. and Atrey, P.K.",
        TITLE = "Recovering tampered regions in encrypted video using POB number
system",
        JOURNAL = SP:IC,
        VOLUME = "74",
        YEAR = "2019",
        PAGES = "96-109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218580"}

@article{bb223574,
        AUTHOR = "Qiao, T. and Shi, R. and Luo, X.Y. and Xu, M. and Zheng, N. and Wu, Y.M.",
        TITLE = "Statistical Model-Based Detector via Texture Weight Map:
Application in Re-Sampling Authentication",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1077-1092",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218581"}

@article{bb223575,
        AUTHOR = "Chen, Y.F. and Kang, X.G. and Shi, Y.Q. and Wang, Z.J.",
        TITLE = "A multi-purpose image forensic method using densely connected
convolutional neural networks",
        JOURNAL = RealTimeIP,
        VOLUME = "16",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "725-740",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218582"}

@inproceedings{bb223576,
        AUTHOR = "Yu, J.J. and Zhan, Y.F. and Yang, J.H. and Kang, X.G.",
        TITLE = "A Multi-purpose Image Counter-anti-forensic Method Using Convolutional
Neural Networks",
        BOOKTITLE = IWDW16,
        YEAR = "2016",
        PAGES = "3-15",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218583"}

@inproceedings{bb223577,
        AUTHOR = "Ye, J.Y. and Shi, Y.Q.",
        TITLE = "A Hybrid Feature Model for Seam Carving Detection",
        BOOKTITLE = IWDW17,
        YEAR = "2017",
        PAGES = "77-89",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218584"}

@inproceedings{bb223578,
        AUTHOR = "Ye, J.Y. and Shi, Y.Q.",
        TITLE = "A Local Derivative Pattern Based Image Forensic Framework for Seam
Carving Detection",
        BOOKTITLE = IWDW16,
        YEAR = "2016",
        PAGES = "172-184",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218585"}

@article{bb223579,
        AUTHOR = "Gao, S.D. and Liao, X. and Liu, X.C.",
        TITLE = "Real-time detecting one specific tampering operation in multiple
operator chains",
        JOURNAL = RealTimeIP,
        VOLUME = "16",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "741-750",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218586"}

@article{bb223580,
        AUTHOR = "Yao, H.C. and Ni, R.R. and Zhao, Y.",
        TITLE = "An approach to detect video frame deletion under anti-forensics",
        JOURNAL = RealTimeIP,
        VOLUME = "16",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "751-764",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218587"}

@article{bb223581,
        AUTHOR = "Hosseini, M.D.M. and Kirchner, M.",
        TITLE = "Unsupervised Image Manipulation Localization With Non-Binary Label
Attribution",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "976-980",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218588"}

@article{bb223582,
        AUTHOR = "Niu, Y. and Li, X. and Zhao, Y. and Ni, R.R.",
        TITLE = "An enhanced approach for detecting double JPEG compression with the
same quantization matrix",
        JOURNAL = SP:IC,
        VOLUME = "76",
        YEAR = "2019",
        PAGES = "89-96",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218589"}

@article{bb223583,
        AUTHOR = "Zhang, Q. and Xiao, H. and Xue, F. and Lu, W. and Liu, H.M. and Huang, F.",
        TITLE = "Digital image forensics of non-uniform deblurring",
        JOURNAL = SP:IC,
        VOLUME = "76",
        YEAR = "2019",
        PAGES = "167-177",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218590"}

@article{bb223584,
        AUTHOR = "Liu, Q.",
        TITLE = "An Improved Approach to Exposing JPEG Seam Carving Under
Recompression",
        JOURNAL = CirSysVideo,
        VOLUME = "29",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1907-1918",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218591"}

@article{bb223585,
        AUTHOR = "Vatansever, S. and Dirik, A.E. and Memon, N.",
        TITLE = "Detecting the Presence of ENF Signal in Digital Videos:
A Superpixel-Based Approach",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1463-1467",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218592"}

@article{bb223586,
        AUTHOR = "Kumar, M. and Rani, A. and Srivastava, S.",
        TITLE = "Image Forensics Based on Lighting Estimation",
        JOURNAL = IJIG,
        VOLUME = "19",
        YEAR = "2019",
        NUMBER = "3 2019",
        PAGES = "1950014",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218593"}

@article{bb223587,
        AUTHOR = "Tariang, D.B. and Chakraborty, R.S. and Naskar, R.",
        TITLE = "A Robust Residual Dense Neural Network For Countering Antiforensic
Attack on Median Filtered Images",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1132-1136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218594"}

@inproceedings{bb223588,
        AUTHOR = "Niyitegeka, D. and Coatrieux, G. and Bellafqira, R. and Genin, E. and Franco Contreras, J.",
        TITLE = "Dynamic Watermarking-Based Integrity Protection of Homomorphically
Encrypted Databases: Application to Outsourced Genetic Data",
        BOOKTITLE = IWDW18,
        YEAR = "2018",
        PAGES = "151-166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218595"}

@inproceedings{bb223589,
        AUTHOR = "Ye, J.Y. and Shi, Y. and Xu, G.S. and Shi, Y.Q.",
        TITLE = "A Convolutional Neural Network Based Seam Carving Detection Scheme for
Uncompressed Digital Images",
        BOOKTITLE = IWDW18,
        YEAR = "2018",
        PAGES = "3-13",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218596"}

@inproceedings{bb223590,
        AUTHOR = "Tambo, A. and Albright, M. and Mccloskey, S.",
        TITLE = "Low-and Semantic-Level Cues for Forensic Splice Detection",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "1664-1672",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218597"}

@inproceedings{bb223591,
        AUTHOR = "Zampoglou, M. and Markatopoulou, F. and Mercier, G. and Touska, D. and Apostolidis, E. and Papadopoulos, S. and Cozien, R. and Patras, I. and Mezaris, V. and Kompatsiaris, I.",
        TITLE = "Detecting Tampered Videos with Multimedia Forensics and Deep Learning",
        BOOKTITLE = "MMMod19",
        YEAR = "2019",
        PAGES = "I:374-386",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218598"}

@inproceedings{bb223592,
        AUTHOR = "Diallo, B. and Urruty, T. and Bourdon, P. and Fernandez Maloigne, C.",
        TITLE = "Improving Robustness of Image Tampering Detection for Compression",
        BOOKTITLE = "MMMod19",
        YEAR = "2019",
        PAGES = "I:387-398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218599"}

@inproceedings{bb223593,
        AUTHOR = "Cruz, F. and Sidere, N. and Coustaty, M. and d'Andecy, V.P. and Ogier, J.M.",
        TITLE = "Categorization of Document Image Tampering Techniques and How to
Identify Them",
        BOOKTITLE = IWCF18,
        YEAR = "2018",
        PAGES = "117-124",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218600"}

@inproceedings{bb223594,
        AUTHOR = "Zhou, P. and Han, X. and Morariu, V.I. and Davis, L.S.",
        TITLE = "Learning Rich Features for Image Manipulation Detection",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "1053-1061",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218601"}

@inproceedings{bb223595,
        AUTHOR = "Annadani, Y. and Jawahar, C.V.",
        TITLE = "Augment and Adapt: A Simple Approach to Image Tampering Detection",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "2983-2988",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218602"}

@inproceedings{bb223596,
        AUTHOR = "Huh, M.Y. and Liu, A. and Owens, A. and Efros, A.A.",
        TITLE = "Fighting Fake News: Image Splice Detection via Learned Self-Consistency",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XI: 106-124",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218603"}

@inproceedings{bb223597,
        AUTHOR = "Lin, L. and Chen, W. and Wang, Y. and Reinder, S. and Guan, Y. and Newman, J. and Wu, M.",
        TITLE = "The Impact of Exposure Settings in Digital Image Forensics",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "540-544",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218604"}

@inproceedings{bb223598,
        AUTHOR = "Huang, X. and Wang, S. and Liu, G.",
        TITLE = "Detecting Double JPEG Compression with Same Quantization Matrix Based
on Dense CNN Feature",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "3813-3817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218605"}

@inproceedings{bb223599,
        AUTHOR = "Pinto, A. and Moreira, D. and Bharati, A. and Brogan, J. and Bowyer, K. and Flynn, P. and Scheirer, W. and Rocha, A.",
        TITLE = "Provenance filtering for multimedia phylogeny",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "1502-1506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT218606"}