Lin, Z.C.[Zhou-Chen],
He, J.F.[Jun-Feng],
Tang, X.[Xiaoou],
Tang, C.K.[Chi-Keung],
Fast, automatic and fine-grained tampered JPEG image detection via DCT
coefficient analysis,
PR(42), No. 11, November 2009, pp. 2492-2501.
Elsevier DOI
0907
Pattern analysis; Tampered image detection; JPEG; DCT coefficient;
Double quantization
BibRef
He, J.F.[Jun-Feng],
Lin, Z.C.[Zhou-Chen],
Wang, L.F.[Li-Feng],
Tang, X.[Xiaoou],
Detecting Doctored JPEG Images Via DCT Coefficient Analysis,
ECCV06(III: 423-435).
Springer DOI
0608
BibRef
Lin, Z.C.[Zhou-Chen],
Wang, R.R.[Rong-Rong],
Tang, X.[Xiaoou],
Shum, H.Y.[Heung-Yeung],
Detecting Doctored Images Using Camera Response Normality and
Consistency,
CVPR05(I: 1087-1092).
IEEE DOI
0507
BibRef
Wang, S.[Shen],
Niu, X.[Xiamu],
A Countermeasure against Double Compression Based Image Forensic,
IEICE(E95-D), No. 10, October 2012, pp. 2577-2580.
WWW Link.
1210
BibRef
Jiang, X.H.[Xing-Hao],
Wang, W.[Wan],
Sun, T.F.[Tan-Feng],
Shi, Y.Q.,
Wang, S.L.[Shi-Lin],
Detection of Double Compression in MPEG-4 Videos Based on Markov
Statistics,
SPLetters(20), No. 5, May 2013, pp. 447-450.
IEEE DOI
1304
BibRef
Wang, J.W.[Jin-Wei],
Huang, W.[Wei],
Luo, X.Y.[Xiang-Yang],
Shi, Y.Q.[Yung-Qing],
Double Jpeg Compression Detection Based on Markov Model,
IWDW19(141-149).
Springer DOI
2003
BibRef
Chen, C.H.[Chun-Hua],
Shi, Y.Q.[Yun Q.],
Su, W.[Wei],
A machine learning based scheme for double JPEG compression detection,
ICPR08(1-4).
IEEE DOI
0812
BibRef
Shi, Y.Q.[Yun Q.],
First Digit Law and Its Application to Digital Forensics,
DW08(448-453).
Springer DOI
0811
BibRef
Chen, S.,
Sun, T.F.[Tan-Feng],
Jiang, X.H.[Xing-Hao],
He, P.S.,
Wang, S.L.[Shi-Lin],
Shi, Y.Q.,
Detecting Double H.264 Compression Based on Analyzing Prediction
Residual Distribution,
IWDW16(61-74).
Springer DOI
1703
BibRef
Chen, W.[Wen],
Shi, Y.Q.[Yun Q.],
Detection of Double MPEG Compression Based on First Digit Statistics,
DW08(16-30).
Springer DOI
0811
BibRef
He, P.S.[Pei-Song],
Jiang, X.H.[Xing-Hao],
Sun, T.F.[Tan-Feng],
Wang, S.L.[Shi-Lin],
Double compression detection based on local motion vector field
analysis in static-background videos,
JVCIR(35), No. 1, 2016, pp. 55-66.
Elsevier DOI
1602
Video forensics
BibRef
Taimori, A.[Ali],
Razzazi, F.[Farbod],
Behrad, A.[Alireza],
Ahmadi, A.[Ali],
Babaie-Zadeh, M.[Massoud],
Quantization-Unaware Double JPEG Compression Detection,
JMIV(54), No. 3, March 2016, pp. 269-286.
Springer DOI
1604
BibRef
Bestagini, P.,
Milani, S.,
Tagliasacchi, M.,
Tubaro, S.,
Codec and GOP Identification in Double Compressed Videos,
IP(25), No. 5, May 2016, pp. 2298-2310.
IEEE DOI
1604
What was used to code the video first.
Codecs.
group of pictures.
BibRef
Yang, J.Q.[Jian-Quan],
Zhu, G.P.[Guo-Pu],
Shi, Y.Q.[Yun Qing],
Analyzing the Effect of JPEG Compression on Local Variance of Image
Intensity,
IP(25), No. 6, June 2016, pp. 2647-2656.
IEEE DOI
1605
Discrete cosine transforms
BibRef
Yang, J.Q.[Jian-Quan],
Zhu, G.P.[Guo-Pu],
Wang, J.L.[Jun-Long],
Shi, Y.Q.[Yun Qing],
Detecting Non-aligned Double JPEG Compression Based on Refined
Intensity Difference and Calibration,
IWDW13(169-179).
Springer DOI
1407
BibRef
Aghamaleki, J.A.[Javad Abbasi],
Behrad, A.[Alireza],
Inter-frame video forgery detection and localization using intrinsic
effects of double compression on quantization errors of video coding,
SP:IC(47), No. 1, 2016, pp. 289-302.
Elsevier DOI
1610
Double compression
BibRef
He, P.S.[Pei-Song],
Jiang, X.H.[Xing-Hao],
Sun, T.F.[Tan-Feng],
Wang, S.L.[Shi-Lin],
Li, B.[Bin],
Dong, Y.[Yi],
Frame-wise detection of relocated I-frames in double compressed H.264
videos based on convolutional neural network,
JVCIR(48), No. 1, 2017, pp. 149-158.
Elsevier DOI
1708
Double compression detection
BibRef
Su, Y.T.[Yu-Ting],
Jin, X.[Xiao],
Zhang, C.Q.[Cheng-Qian],
Chen, Y.W.[Ya-Wei],
Hierarchical image resampling detection based on blind deconvolution,
JVCIR(48), No. 1, 2017, pp. 480-490.
Elsevier DOI
1708
Image forensics
BibRef
Chen, Z.P.[Zhi-Peng],
Zhao, Y.[Yao],
Ni, R.R.[Rong-Rong],
Detection of operation chain: JPEG-Resampling-JPEG,
SP:IC(57), No. 1, 2017, pp. 8-20.
Elsevier DOI
1709
Digital forensics
BibRef
Xue, F.[Fei],
Ye, Z.[Ziyi],
Lu, W.[Wei],
Liu, H.M.[Hong-Mei],
Li, B.[Bin],
MSE period based estimation of first quantization step in double
compressed JPEG images,
SP:IC(57), No. 1, 2017, pp. 76-83.
Elsevier DOI
1709
Image forensics
BibRef
Liu, Q.Z.[Qing-Zhong],
An approach to detecting JPEG down-recompression and seam carving
forgery under recompression anti-forensics,
PR(65), No. 1, 2017, pp. 35-46.
Elsevier DOI
1702
BibRef
Earlier:
Exposing seam carving forgery under recompression attacks by hybrid
large feature mining,
ICPR16(1041-1046)
IEEE DOI
1705
Discrete cosine transforms, Feature extraction, Forgery,
Image coding, Image forensics, Medical services, Transform coding,
big feature mining, image forgery, recompression, seam carving.
BibRef
Liu, Q.Z.[Qing-Zhong],
An Improved Approach to Exposing JPEG Seam Carving Under
Recompression,
CirSysVideo(29), No. 7, July 2019, pp. 1907-1918.
IEEE DOI
1907
Transform coding, Forgery, Feature extraction, Image coding,
Correlation, Mathematical model, Medical services, JPEG,
recompression
BibRef
Niu, Y.K.[Ya-Kun],
Li, X.L.[Xiao-Long],
Zhao, Y.[Yao],
Ni, R.R.[Rong-Rong],
An enhanced approach for detecting double JPEG compression with the
same quantization matrix,
SP:IC(76), 2019, pp. 89-96.
Elsevier DOI
1906
Digital forensics, Double JPEG compression, JPEG coefficients,
Quantization matrix
BibRef
Niu, Y.K.[Ya-Kun],
Li, X.L.[Xiao-Long],
Zhao, Y.[Yao],
Ni, R.R.[Rong-Rong],
Detection of Double JPEG Compression With the Same Quantization
Matrix via Convergence Analysis,
CirSysVideo(32), No. 5, May 2022, pp. 3279-3290.
IEEE DOI
2205
Transform coding, Image coding, Quantization (signal),
Task analysis, Feature extraction, Finite wordlength effects,
JPEG coefficients
BibRef
Niu, Y.,
Tondi, B.[Benedetta],
Zhao, Y.,
Barni, M.[Mauro],
Primary Quantization Matrix Estimation of Double Compressed JPEG
Images via CNN,
SPLetters(27), 2020, pp. 191-195.
IEEE DOI
2002
Digital image forensics, deep learning for forensics,
double JPEG compression, quantization matrix estimation
BibRef
Niu, Y.,
Li, X.,
Zhao, Y.,
Ni, R.,
Primary Quality Factor Estimation Of Resized Double Compressed JPEG
Images,
ICIP20(583-587)
IEEE DOI
2011
Q-factor, Image coding, Transform coding, Histograms, Estimation,
Quantization (signal), Discrete cosine transforms,
quality factor estimation
BibRef
Wang, J.W.[Jin-Wei],
Huang, W.[Wei],
Luo, X.Y.[Xiang-Yang],
Shi, Y.Q.[Yun-Qing],
Jha, S.I.K.[Sun-Il K.],
Non-aligned double JPEG compression detection based on refined Markov
features in QDCT domain,
RealTimeIP(17), No. 1, February 2020, pp. 7-16.
Springer DOI
2002
BibRef
Wang, J.[Jinwei],
Wang, H.[Hao],
Li, J.,
Luo, X.Y.[Xiang-Yang],
Shi, Y.,
Jha, S.K.,
Detecting Double JPEG Compressed Color Images With the Same
Quantization Matrix in Spherical Coordinates,
CirSysVideo(30), No. 8, August 2020, pp. 2736-2749.
IEEE DOI
2008
Transform coding, Image coding, Quantization (signal), Color,
Feature extraction, Image color analysis,
rounding error on a pixel
BibRef
Luo, S.J.[Shang-Jun],
Liu, J.R.[Jia-Rui],
Xu, W.B.[Wen-Bo],
Lu, W.[Wei],
Fang, Y.[Yanmei],
Zeng, J.H.[Jin-Hua],
Shi, S.[Shaopei],
Upscaling factor estimation on pre-JPEG compressed images based on
difference histogram of spectral peaks,
SP:IC(94), 2021, pp. 116223.
Elsevier DOI
2104
Image forensics, Image resampling detection,
Upscaling factor estimation, JPEG blocking artifacts
BibRef
Wang, H.[Hao],
Wang, J.[Jinwei],
Luo, X.Y.[Xiang-Yang],
Zheng, Y.H.[Yu-Hui],
Ma, B.[Bin],
Sun, J.S.[Jin-Sheng],
Jha, S.I.K.[Sun-Il Kr.],
Detecting Aligned Double JPEG Compressed Color Image With Same
Quantization Matrix Based on the Stability of Image,
CirSysVideo(32), No. 6, June 2022, pp. 4065-4080.
IEEE DOI
2206
Transform coding, Image coding, Convergence, Quantization (signal),
Finite wordlength effects, Feature extraction,
image processing
BibRef
Hussain, I.[Israr],
Tan, S.Q.[Shun-Quan],
Li, B.[Bin],
Qin, X.H.[Xing-Hong],
Hussain, D.[Dostdar],
Huang, J.W.[Ji-Wu],
A novel deep learning framework for double JPEG compression detection
of small size blocks,
JVCIR(80), 2021, pp. 103269.
Elsevier DOI
2110
Multimedia forensics, Discrete cosine transform, Deep learning,
Double JPEG compression, Convolutional neural network
BibRef
Raveendra, M.[Malle],
Nagireddy, K.,
Tamper video detection and localization using an adaptive
segmentation and deep network technique,
JVCIR(82), 2022, pp. 103401.
Elsevier DOI
2201
Video forgery, Double compression,
Modified Brain storm optimization (MBSO), Deep Neural Network (DNN)
BibRef
Uddin, K.[Kutub],
Yang, Y.[Yoonmo],
Oh, B.T.[Byung Tae],
Double Compression Detection in HEVC-Coded Video with the Same Coding
Parameters Using Picture Partitioning Information,
SP:IC(103), 2022, pp. 116638.
Elsevier DOI
2203
Video forensic, Deep learning, HEVC, Picture partitioning,
Double compression detection
BibRef
Li, Q.S.[Qiu-Shi],
Chen, S.D.[Sheng-Da],
Tan, S.Q.[Shun-Quan],
Li, B.[Bin],
Huang, J.W.[Ji-Wu],
One-Class Double Compression Detection of Advanced Videos Based on
Simple Gaussian Distribution Model,
CirSysVideo(32), No. 4, April 2022, pp. 2496-2500.
IEEE DOI
2204
Videos, Feature extraction, Training, Image coding, Surveillance,
Discrete cosine transforms, Cameras,
video forensics
BibRef
Nam, S.H.[Seung-Hun],
Ahn, W.[Wonhyuk],
Kwon, M.J.[Myung-Joon],
Kang, J.[Jihyeon],
Yu, I.J.[In-Jae],
DHNet: Double MPEG-4 Compression Detection via Multiple DCT
Histograms,
MultMedMag(29), No. 2, April 2022, pp. 11-22.
IEEE DOI
2208
Discrete cosine transforms, Transform coding,
Quantization (signal), Encoding, Histograms, Forensics, Feature extraction
BibRef
Battiato, S.[Sebastiano],
Giudice, O.[Oliver],
Guarnera, F.[Francesco],
Puglisi, G.[Giovanni],
CNN-based first quantization estimation of double compressed JPEG
images,
JVCIR(89), 2022, pp. 103635.
Elsevier DOI
2212
BibRef
Earlier:
Computational Data Analysis for First Quantization Estimation on JPEG
Double Compressed Images,
ICPR21(5951-5958)
IEEE DOI
2105
First quantization estimation, Multimedia forensics, JPEG, Image tampering.
Quantization (signal), Image coding, Forensics, Transform coding,
Estimation, Tools, Double quantization, JPEG
BibRef
Galvan, F.[Fausto],
Puglisi, G.[Giovanni],
First Quantization Coefficient Extraction from Double Compressed JPEG
Images,
CIAP13(I:783-792).
Springer DOI
1311
BibRef
Puglisi, G.[Giovanni],
Bruna, A.R.[Arcangelo Ranieri],
Galvan, F.[Fausto],
Battiato, S.[Sebastiano],
First JPEG quantization matrix estimation based on histogram analysis,
ICIP13(4502-4506)
IEEE DOI
1402
Double JPEG Compression; Forgery Identification
BibRef
Puglisi, G.[Giovanni],
Battiato, S.[Sebastiano],
A Robust Misalignment Estimation Approach in Non-Aligned Double JPEG
Compression Scenario,
ICIP22(3096-3100)
IEEE DOI
2211
Location awareness, Histograms, Image coding,
Quantization (signal), Estimation, Transform coding, Forgery,
Misalignment Estimation
BibRef
Huang, H.[Hui],
Xiao, D.[Di],
Liang, J.[Jia],
Two-Layer Controllable Recovery for Privacy-Preserving
Double-Compressed Images,
SPLetters(29), 2022, pp. 2452-2456.
IEEE DOI
2212
Quantization (signal), Perturbation methods, Energy measurement,
Image coding, Costs, Aerospace electronics, Explosions,
two-layer controllable recovery
BibRef
Wang, R.[Ruochen],
Sun, T.[Tanfeng],
Xu, Q.[Qiang],
Detection of HEVC double compression based on boundary effect of TU
and non-zero DCT coefficient distribution,
JVCIR(103), 2024, pp. 104255.
Elsevier DOI
2409
Video forensics, Double compression detection, HEVC coding, Statistical feature
BibRef
Wang, H.[Hao],
Wang, J.[Jinwei],
Zhang, J.W.[Jia-Wei],
Luo, X.Y.[Xiang-Yang],
Ma, B.[Bin],
Li, B.[Bin],
Sun, J.S.[Jin-Sheng],
General Forensics for Aligned Double JPEG Compression Based on the
Quantization Interference,
CirSysVideo(34), No. 6, June 2024, pp. 5191-5206.
IEEE DOI
2406
Image coding, Transform coding, Quantization (signal),
Interference, Finite wordlength effects, Convergence,
aligned JPEG double compression
BibRef
Li, B.[Bin],
Shi, J.[Jian],
Li, W.X.[Wei-Xiang],
Li, H.D.[Hao-Dong],
WebP-JPEG Transcoding Detection by Spotting Re-Compression Artifacts
With CNN-ViT for Processing Dual-Domain Features,
CirSysVideo(34), No. 12, December 2024, pp. 12535-12549.
IEEE DOI
2501
Discrete cosine transforms, Transform coding, Image coding,
Quantization (signal), Transcoding, Forensics, Feature extraction,
re-compression artifacts
BibRef
Berthet, A.[Alexandre],
Dugelay, J.L.[Jean-Luc],
AI-Based Compression: A New Unintended Counter Attack on JPEG-Related
Image Forensic Detectors?,
ICIP22(3426-3430)
IEEE DOI
2211
Image quality, Image forensics, Visualization, Image coding,
Databases, Digital images, Splicing, Image Forensic Detectors,
Counter-Forensics Attack
BibRef
Nam, S.,
Park, J.,
Kim, D.,
Yu, I.,
Kim, T.,
Lee, H.,
Two-Stream Network for Detecting Double Compression of H.264 Videos,
ICIP19(111-115)
IEEE DOI
1910
Video forensics, Double compression detection,
Convolutional neural network, H.264
BibRef
Giudice, O.[Oliver],
Guarnera, F.[Francesco],
Paratore, A.[Antonino],
Battiato, S.[Sebastiano],
1-D DCT Domain Analysis for JPEG Double Compression Detection,
CIAP19(II:716-726).
Springer DOI
1909
BibRef
Huang, X.,
Wang, S.,
Liu, G.,
Detecting Double JPEG Compression with Same Quantization Matrix Based
on Dense CNN Feature,
ICIP18(3813-3817)
IEEE DOI
1809
Feature extraction, Image coding, Transform coding,
Quantization (signal), Q-factor, Finite wordlength effects, CNN
BibRef
Park, J.[Jinseok],
Cho, D.[Donghyeon],
Ahn, W.[Wonhyuk],
Lee, H.K.[Heung-Kyu],
Double JPEG Detection in Mixed JPEG Quality Factors Using Deep
Convolutional Neural Network,
ECCV18(VI: 656-672).
Springer DOI
1810
BibRef
Amerini, I.,
Uricchio, T.,
Ballan, L.,
Caldelli, R.,
Localization of JPEG Double Compression Through Multi-domain
Convolutional Neural Networks,
MedForen17(1865-1871)
IEEE DOI
1709
Discrete cosine transforms, Frequency-domain analysis,
Histograms, Image coding, Q-factor, Training, Transform, coding
BibRef
Xu, Q.Y.[Qian-Yi],
Sun, T.F.[Tan-Feng],
Jiang, X.H.[Xing-Hao],
Dong, Y.[Yi],
HEVC Double Compression Detection Based on SN-PUPM Feature,
IWDW17(3-17).
Springer DOI
1708
BibRef
Barni, M.[Mauro],
Fontani, M.[Marco],
Tondi, B.[Benedetta],
Universal Counterforensics of Multiple Compressed JPEG Images,
IWDW14(31-46).
Springer DOI
1602
BibRef
Ma, P.F.[Peng-Fei],
Wang, R.D.[Rang-Ding],
Yan, D.Q.[Di-Qun],
Jin, C.[Chao],
A Huffman Table Index Based Approach to Detect Double MP3 Compression,
IWDW13(258-271).
Springer DOI
1407
BibRef
Sutthiwan, P.[Patchara],
Shi, Y.Q.[Yun Q.],
Anti-Forensics of Double JPEG Compression Detection,
IWDW11(411-424).
Springer DOI
1208
BibRef
Dong, L.[Lisha],
Kong, X.W.[Xiang-Wei],
Wang, B.[Bo],
You, X.G.[Xin-Gang],
Double Compression Detection Based on Markov Model of the First Digits
of DCT Coefficients,
ICIG11(234-237).
IEEE DOI
1109
BibRef
Dai, M.[Meng],
Liu, Y.X.[Yun-Xiang],
Steganalysis Based on Double JPEG Compression,
CISP09(1-4).
IEEE DOI
0910
BibRef
Chapter on OCR, Document Analysis and Character Recognition Systems continues in
Copy-Move Tamper Detection, Splicing, Forensics .