@article{bb370100,
        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#TT364257"}

@article{bb370101,
        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#TT364258"}

@article{bb370102,
        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#TT364259"}

@article{bb370103,
        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#TT364260"}

@article{bb370104,
        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#TT364261"}

@article{bb370105,
        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#TT364262"}

@article{bb370106,
        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#TT364263"}

@article{bb370107,
        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#TT364264"}

@article{bb370108,
        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#TT364265"}

@article{bb370109,
        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#TT364266"}

@article{bb370110,
        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#TT364267"}

@article{bb370111,
        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#TT364268"}

@article{bb370112,
        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#TT364269"}

@article{bb370113,
        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#TT364270"}

@article{bb370114,
        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#TT364271"}

@article{bb370115,
        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#TT364272"}

@article{bb370116,
        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#TT364273"}

@article{bb370117,
        AUTHOR = "Shi, Z.N. and Shen, X.J. and Chen, H.P. and Lyu, Y.D.",
        TITLE = "Global Semantic Consistency Network for Image Manipulation Detection",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "1755-1759",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364274"}

@article{bb370118,
        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#TT364275"}

@article{bb370119,
        AUTHOR = "Ye, J.Y. and Shen, Z.Y. 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#TT364276"}

@article{bb370120,
        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#TT364277"}

@article{bb370121,
        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#TT364278"}

@article{bb370122,
        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#TT364279"}

@article{bb370123,
        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#TT364280"}

@inproceedings{bb370124,
        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#TT364281"}

@article{bb370125,
        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#TT364282"}

@article{bb370126,
        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#TT364283"}

@article{bb370127,
        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#TT364284"}

@inproceedings{bb370128,
        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#TT364285"}

@inproceedings{bb370129,
        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#TT364286"}

@inproceedings{bb370130,
        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#TT364287"}

@article{bb370131,
        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#TT364288"}

@article{bb370132,
        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#TT364289"}

@article{bb370133,
        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#TT364290"}

@article{bb370134,
        AUTHOR = "Zhang, Q. and Xiao, H.M. and Xue, F. and Lu, W. and Liu, H.M. and Huang, F.J.",
        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#TT364291"}

@article{bb370135,
        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#TT364292"}

@article{bb370136,
        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#TT364293"}

@article{bb370137,
        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#TT364294"}

@article{bb370138,
        AUTHOR = "Wang, J. and Li, T. and Luo, X. and Shi, Y. and Jha, S.K.",
        TITLE = "Identifying Computer Generated Images Based on Quaternion Central
Moments in Color Quaternion Wavelet Domain",
        JOURNAL = CirSysVideo,
        VOLUME = "29",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2775-2785",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364295"}

@article{bb370139,
        AUTHOR = "Qureshi, M.A. and El Alfy, E.S.M.",
        TITLE = "Bibliography of digital image anti-forensics and anti-anti-forensics
techniques",
        JOURNAL = IET-IPR,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "11",
        MONTH = "September",
        PAGES = "1811-1823",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364296"}

@article{bb370140,
        AUTHOR = "Pal, P. and Jana, B. and Bhaumik, J.",
        TITLE = "Robust watermarking scheme for tamper detection and authentication
exploiting CA",
        JOURNAL = IET-IPR,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "12",
        MONTH = "October",
        PAGES = "2116-2129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364297"}

@article{bb370141,
        AUTHOR = "Du, L. and Ho, A.T.S. and Cong, R.M.",
        TITLE = "Perceptual hashing for image authentication: A survey",
        JOURNAL = SP:IC,
        VOLUME = "81",
        YEAR = "2020",
        PAGES = "115713",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364298"}

@article{bb370142,
        AUTHOR = "Yang, B. and Li, Z.Y. and Zhang, T.",
        TITLE = "A real-time image forensics scheme based on multi-domain learning",
        JOURNAL = RealTimeIP,
        VOLUME = "17",
        YEAR = "2020",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "29-40",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364299"}

@article{bb370143,
        AUTHOR = "Sharma, S. and Ravi, H. and Subramanyam, A.V. and Emmanuel, S.",
        TITLE = "Anti-forensics of median filtering and contrast enhancement",
        JOURNAL = JVCIR,
        VOLUME = "66",
        YEAR = "2020",
        PAGES = "102682",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364300"}

@inproceedings{bb370144,
        AUTHOR = "Duan, G. and Miao, J.Y. and Huang, T.X.",
        TITLE = "Median Filtering Detection of Small-size Image Using Alexcaps-network",
        BOOKTITLE = IWDW19,
        YEAR = "2019",
        PAGES = "126-140",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364301"}

@article{bb370145,
        AUTHOR = "Cheng, H. and Wei, J. and Lin, C. and Ye, J.",
        TITLE = "Detecting Seam-Carved Image by Extreme Learning Machines Using Patch
Analysis Method, Jury Voting, and Combinatorial Fusion",
        JOURNAL = SMCS,
        VOLUME = "50",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1850-1864",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364302"}

@article{bb370146,
        AUTHOR = "Dansena, P. and Pal, R. and Bag, S.",
        TITLE = "Quantitative assessment of capabilities of colour models for pen ink
discrimination in handwritten documents",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "June",
        PAGES = "1594-1604",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364303"}

@article{bb370147,
        AUTHOR = "Abhishek and Jindal, N.",
        TITLE = "Hybrid deep learning and machine learning approach for passive image
forensic",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "10",
        MONTH = "August",
        PAGES = "1952-1959",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364304"}

@article{bb370148,
        AUTHOR = "Wang, P. and Liu, F.L. and Yang, C.F.",
        TITLE = "Thresholding binary coding for image forensics of weak sharpening",
        JOURNAL = SP:IC,
        VOLUME = "88",
        YEAR = "2020",
        PAGES = "115956",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364305"}

@article{bb370149,
        AUTHOR = "Kumawat, C. and Pankajakshan, V.",
        TITLE = "A robust JPEG compression detector for image forensics",
        JOURNAL = SP:IC,
        VOLUME = "89",
        YEAR = "2020",
        PAGES = "116008",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364306"}

@article{bb370150,
        AUTHOR = "Hatoum, M.W. and Couchot, J.F. and Couturier, R. and Darazi, R.",
        TITLE = "Using Deep learning for image watermarking attack",
        JOURNAL = SP:IC,
        VOLUME = "90",
        YEAR = "2021",
        PAGES = "116019",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364307"}

@article{bb370151,
        AUTHOR = "Yuan, X.C. and Li, X.H. and Liu, T.",
        TITLE = "Gauss-Jordan elimination-based image tampering detection and
self-recovery",
        JOURNAL = SP:IC,
        VOLUME = "90",
        YEAR = "2021",
        PAGES = "116038",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364308"}

@article{bb370152,
        AUTHOR = "Mazumdar, A. and Bora, P.K.",
        TITLE = "Siamese convolutional neural network-based approach towards universal
image forensics",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "13",
        MONTH = "November",
        PAGES = "3105-3116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364309"}

@article{bb370153,
        AUTHOR = "Ding, F. and Wu, H. and Zhu, G. and Shi, Y.Q.",
        TITLE = "METEOR: Measurable Energy Map Toward the Estimation of Resampling
Rate via a Convolutional Neural Network",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4715-4727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364310"}

@article{bb370154,
        AUTHOR = "Joshi, A.B. and Kumar, D. and Mishra, D.C.",
        TITLE = "Security of Digital Images Based on 3D Arnold Cat Map and Elliptic
Curve",
        JOURNAL = IJIG,
        VOLUME = "21",
        YEAR = "2021",
        NUMBER = "1 2021",
        PAGES = "2150006",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364311"}

@inproceedings{bb370155,
        AUTHOR = "Sabir, E. and Jaiswal, A. and AbdAlmageed, W. and Natarajan, P.",
        TITLE = "MEG: Multi-Evidence GNN for Multimodal Semantic Forensics",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9804-9811",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364312"}

@article{bb370156,
        AUTHOR = "Chen, J.X. and Liao, X. and Qin, Z.",
        TITLE = "Identifying tampering operations in image operator chains based on
decision fusion",
        JOURNAL = SP:IC,
        VOLUME = "95",
        YEAR = "2021",
        PAGES = "116287",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364313"}

@article{bb370157,
        AUTHOR = "Shah, A. and El Alfy, E.S.M.",
        TITLE = "Comparative analysis of feature extraction and fusion for blind
authentication of digital images using chroma channels",
        JOURNAL = SP:IC,
        VOLUME = "95",
        YEAR = "2021",
        PAGES = "116271",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364314"}

@article{bb370158,
        AUTHOR = "Liu, T. and Yuan, X.C.",
        TITLE = "Adaptive Feature Calculation and Diagonal Mapping for Successive
Recovery of Tampered Regions",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2617-2630",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364315"}

@article{bb370159,
        AUTHOR = "Wang, X.F. and Zhang, Q. and Jiang, C.T. and Xue, J.R.",
        TITLE = "Perceptual hash-based coarse-to-fine grained image tampering
forensics method",
        JOURNAL = JVCIR,
        VOLUME = "78",
        YEAR = "2021",
        PAGES = "103124",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364316"}

@inproceedings{bb370160,
        AUTHOR = "Ribnick, E. and Atev, S. and Masoud, O.T. and Papanikolopoulos, N.P. and Voyles, R.",
        TITLE = "Real-Time Detection of Camera Tampering",
        BOOKTITLE = AVSBS06,
        YEAR = "2006",
        PAGES = "10-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364317"}

@article{bb370161,
        AUTHOR = "Nam, S.H. and Ahn, W. and Yu, I.J. and Kwon, M.J. and Son, M. and Lee, H.K.",
        TITLE = "Deep Convolutional Neural Network for Identifying Seam-Carving
Forgery",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3308-3326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364318"}

@article{bb370162,
        AUTHOR = "Amerini, I. and Anagnostopoulos, A. and Maiano, L. and Celsi, L.R.",
        TITLE = "Deep Learning for Multimedia Forensics",
        JOURNAL = FTCGV,
        VOLUME = "12",
        YEAR = "2021",
        NUMBER = "4",
        PAGES = "309-457",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364319"}

@article{bb370163,
        AUTHOR = "Manisha and Karunakar, A.K. and Li, C.T.",
        TITLE = "Identification of source social network of digital images using deep
neural network",
        JOURNAL = PRL,
        VOLUME = "150",
        YEAR = "2021",
        PAGES = "17-25",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364320"}

@article{bb370164,
        AUTHOR = "Yang, Q.X. and Yu, D.J. and Zhang, Z. and Yao, Y. and Chen, L.",
        TITLE = "Spatiotemporal Trident Networks: Detection and Localization of Object
Removal Tampering in Video Passive Forensics",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4131-4144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364321"}

@article{bb370165,
        AUTHOR = "Bai, W.M. and Zhang, Z.P. and Li, B. and Wang, P. and Li, Y.X. and Zhang, C.X. and Hu, W.M.",
        TITLE = "Robust Texture-Aware Computer-Generated Image Forensic:
Benchmark and Algorithm",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "8439-8453",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364322"}

@article{bb370166,
        AUTHOR = "Grigaliunas, S. and Toldinas, J. and Venckauskas, A. and Morkevicius, N. and Damasevicius, R.",
        TITLE = "Digital Evidence Object Model for Situation Awareness and Decision
Making in Digital Forensics Investigation",
        JOURNAL = IEEE_Int_Sys,
        VOLUME = "36",
        YEAR = "2021",
        NUMBER = "5",
        MONTH = "September",
        PAGES = "39-48",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364323"}

@article{bb370167,
        AUTHOR = "Li, J.L. and Yuan, X.C. and Feng, L.",
        TITLE = "Alteration Detection of Multispectral/Hyperspectral Images Using
Dual-Path Partial Recurrent Networks",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "23",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364324"}

@article{bb370168,
        AUTHOR = "Zhang, Y.L. and Gao, C.H. and Li, Z.W. and Lv, Y. and Zhu, K.",
        TITLE = "A method of fingermark anti-counterfeiting for forensic document
identification",
        JOURNAL = PRL,
        VOLUME = "152",
        YEAR = "2021",
        PAGES = "86-92",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364325"}

@article{bb370169,
        AUTHOR = "Mazumdar, A. and Bora, P.K.",
        TITLE = "Two-stream encoder-decoder network for localizing image forgeries",
        JOURNAL = JVCIR,
        VOLUME = "82",
        YEAR = "2022",
        PAGES = "103417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364326"}

@article{bb370170,
        AUTHOR = "Jin, X. and Su, Y.T. and Jing, P.G.",
        TITLE = "Video frame deletion detection based on time-frequency analysis",
        JOURNAL = JVCIR,
        VOLUME = "83",
        YEAR = "2022",
        PAGES = "103436",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364327"}

@article{bb370171,
        AUTHOR = "Yang, J.Q. and Zhu, G.P. and Luo, Y. and Kwong, S. and Zhang, X.P. and Zhou, Y.C.",
        TITLE = "Forensic Analysis of JPEG-Domain Enhanced Images via Coefficient
Likelihood Modeling",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1006-1019",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364328"}

@article{bb370172,
        AUTHOR = "Fernandez, E.G. and Orozco, A.L.S. and Villalba, L.J.G.",
        TITLE = "Digital Video Manipulation Detection Technique Based on Compression
Algorithms",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2596-2605",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364329"}

@article{bb370173,
        AUTHOR = "Fanfani, M. and Piva, A. and Colombo, C.",
        TITLE = "PRNU registration under scale and rotation transform based on
convolutional neural networks",
        JOURNAL = PR,
        VOLUME = "124",
        YEAR = "2022",
        PAGES = "108413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364330"}

@article{bb370174,
        AUTHOR = "Zhu, N. and Liu, Z.Q.",
        TITLE = "Recaptured image forensics based on local ternary count of high order
prediction error",
        JOURNAL = SP:IC,
        VOLUME = "104",
        YEAR = "2022",
        PAGES = "116662",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364331"}

@article{bb370175,
        AUTHOR = "Qiao, T. and Luo, X.Y. and Yao, H.W. and Shi, R.",
        TITLE = "Classifying between computer generated and natural images:
An empirical study from RAW to JPEG format",
        JOURNAL = JVCIR,
        VOLUME = "85",
        YEAR = "2022",
        PAGES = "103506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364332"}

@article{bb370176,
        AUTHOR = "Yao, Y. and Zhang, Z. and Ni, X. and Shen, Z.Y. and Chen, L.Q. and Xu, D.",
        TITLE = "CGNet: Detecting computer-generated images based on transfer learning
with attention module",
        JOURNAL = SP:IC,
        VOLUME = "105",
        YEAR = "2022",
        PAGES = "116692",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364333"}

@article{bb370177,
        AUTHOR = "Li, W.J. and Li, X.L. and Ni, R.R. and Zhao, Y.",
        TITLE = "Quantization Step Estimation for JPEG Image Forensics",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4816-4827",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364334"}

@article{bb370178,
        AUTHOR = "Zhang, Y.X. and Yan, Y.F. and Feng, G.R.",
        TITLE = "Feature compensation network based on non-uniform quantization of
channels for digital image global manipulation forensics",
        JOURNAL = SP:IC,
        VOLUME = "107",
        YEAR = "2022",
        PAGES = "116795",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364335"}

@article{bb370179,
        AUTHOR = "Vatansever, S. and Dirik, A.E. and Memon, N.",
        TITLE = "ENF Based Robust Media Time-Stamping",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "1963-1967",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364336"}

@article{bb370180,
        AUTHOR = "Lin, X. and Wang, S. and Deng, J.H. and Fu, Y. and Bai, X. and Chen, X.L. and Qu, X.L. and Tang, W.Z.",
        TITLE = "Image manipulation detection by multiple tampering traces and edge
artifact enhancement",
        JOURNAL = PR,
        VOLUME = "133",
        YEAR = "2023",
        PAGES = "109026",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364337"}

@article{bb370181,
        AUTHOR = "Gardella, M. and Muse, P.",
        TITLE = "Forensic Similarity for Source Camera Model Comparison",
        JOURNAL = IPOL,
        VOLUME = "12",
        YEAR = "2022",
        PAGES = "480-489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364338"}

@article{bb370182,
        AUTHOR = "Gardella, M. and Muse, P.",
        TITLE = "Image Forgery Detection via Forensic Similarity Graphs",
        JOURNAL = IPOL,
        VOLUME = "12",
        YEAR = "2022",
        PAGES = "490-500",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364339"}

@article{bb370183,
        AUTHOR = "Li, G.H. and Yao, H. and Le, Y.F. and Qin, C.",
        TITLE = "Recaptured screen image identification based on vision transformer",
        JOURNAL = JVCIR,
        VOLUME = "90",
        YEAR = "2023",
        PAGES = "103692",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364340"}

@article{bb370184,
        AUTHOR = "Dong, C.B. and Chen, X.R. and Hu, R.H. and Cao, J. and Li, X.R.",
        TITLE = "MVSS-Net: Multi-View Multi-Scale Supervised Networks for Image
Manipulation Detection",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "3539-3553",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364341"}

@inproceedings{bb370185,
        AUTHOR = "Chen, X.R. and Dong, C.B. and Ji, J.Q. and Cao, J. and Li, X.R.",
        TITLE = "Image Manipulation Detection by Multi-View Multi-Scale Supervision",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "14165-14173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364342"}

@article{bb370186,
        AUTHOR = "Lu, W. and Xu, W.B. and Sheng, Z.Q.",
        TITLE = "An Interpretable Image Tampering Detection Approach Based on
Cooperative Game",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "952-962",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364343"}

@article{bb370187,
        AUTHOR = "Qi, S. and Zhang, Y.S. and Wang, C. and Zhou, J.T. and Cao, X.C.",
        TITLE = "A Principled Design of Image Representation: Towards Forensic Tasks",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "5337-5354",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364344"}

@article{bb370188,
        AUTHOR = "Rana, K. and Singh, G. and Goyal, P.",
        TITLE = "SNRCN2: Steganalysis noise residuals based CNN for source social
network identification of digital images",
        JOURNAL = PRL,
        VOLUME = "171",
        YEAR = "2023",
        PAGES = "124-130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364345"}

@article{bb370189,
        AUTHOR = "He, C.C. and Chen, Y.S. and Pan, J. and Huang, Y. and Tu, X.T. and Ding, X.H.",
        TITLE = "Enhanced features in image manipulation detection",
        JOURNAL = SP:IC,
        VOLUME = "116",
        YEAR = "2023",
        PAGES = "116983",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364346"}

@article{bb370190,
        AUTHOR = "Fan, W.T. and Li, Z.Y. and Li, H. and Zhang, Y. and Luo, X.Y.",
        TITLE = "SNENet: An adaptive stego noise extraction network using parallel
dilated convolution for JPEG image steganalysis",
        JOURNAL = IET-IPR,
        VOLUME = "17",
        YEAR = "2023",
        NUMBER = "10",
        PAGES = "2894-2906",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364347"}

@article{bb370191,
        AUTHOR = "Ying, Q.C. and Zhou, H. and Qian, Z.X. and Li, S. and Zhang, X.P.",
        TITLE = "Learning to Immunize Images for Tamper Localization and Self-Recovery",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "13814-13830",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364348"}

@article{bb370192,
        AUTHOR = "Dai, C.W. and Su, L.C. and Wu, B. and Chen, J.",
        TITLE = "DS-Net: Dual Supervision Neural Network for Image Manipulation
Localization",
        JOURNAL = IET-IPR,
        VOLUME = "17",
        YEAR = "2023",
        NUMBER = "12",
        PAGES = "3551-3563",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364349"}

@article{bb370193,
        AUTHOR = "Su, L.C. and Dai, C.W. and Yu, H. and Chen, Y.",
        TITLE = "IFE-Net: Integrated feature enhancement network for image
manipulation localization",
        JOURNAL = IVC,
        VOLUME = "153",
        YEAR = "2025",
        PAGES = "105342",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364350"}

@article{bb370194,
        AUTHOR = "Zeng, Y.Y. and Zhao, B. and Qiu, S.Z. and Dai, T. and Xia, S.T.",
        TITLE = "Toward Effective Image Manipulation Detection With Proposal
Contrastive Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4703-4714",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364351"}

@article{bb370195,
        AUTHOR = "Shi, Z. and Chen, H.P. and Zhang, D.",
        TITLE = "Transformer-Auxiliary Neural Networks for Image Manipulation
Localization by Operator Inductions",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4907-4920",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364352"}

@article{bb370196,
        AUTHOR = "Xu, D.Y. and Shen, X.J. and Lyu, Y.D.",
        TITLE = "UP-Net: Uncertainty-Supervised Parallel Network for Image
Manipulation Localization",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "6390-6403",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364353"}

@article{bb370197,
        AUTHOR = "Li, F.Y. and Pei, Z.J. and Zhang, X.P. and Qin, C.",
        TITLE = "Image Manipulation Localization Using Multi-Scale Feature Fusion and
Adaptive Edge Supervision",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "7851-7866",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364354"}

@article{bb370198,
        AUTHOR = "Thabit, R.",
        TITLE = "A novel blind tamper detection and localization scheme for multiple
faces in digital images",
        JOURNAL = IET-IPR,
        VOLUME = "17",
        YEAR = "2023",
        NUMBER = "14",
        PAGES = "3938-3958",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364355"}

@article{bb370199,
        AUTHOR = "Wang, H.R. and Deng, J.H. and Lin, X. and Tang, W.Z. and Wang, S.",
        TITLE = "CDS-Net: Cooperative dual-stream network for image manipulation
detection",
        JOURNAL = PRL,
        VOLUME = "176",
        YEAR = "2023",
        PAGES = "167-173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char995ta1.html#TT364356"}

Last update:Jul 18, 2026 at 15:29:28