Open-Set source camera identification based on envelope of data clustering optimization (EDCO)

[1]  Jun Zhang,et al.  Camera Model Identification With Unknown Models , 2015, IEEE Transactions on Information Forensics and Security.

[2]  Hualei Shen,et al.  Anti‐noise image source identification , 2019, Concurr. Comput. Pract. Exp..

[3]  Modesto Castrillón Santana,et al.  Deep learning for source camera identification on mobile devices , 2017, Pattern Recognit. Lett..

[4]  Nasir D. Memon,et al.  Source camera identification based on CFA interpolation , 2005, IEEE International Conference on Image Processing 2005.

[5]  José García,et al.  A k-means binarization framework applied to multidimensional knapsack problem , 2018, Applied Intelligence.

[6]  Yao Zhao,et al.  Copy-Move Forgery Localization Using Convolutional Neural Networks and CFA Features , 2018, Int. J. Digit. Crime Forensics.

[7]  Yao Zhao,et al.  Source camera identification based on content-adaptive fusion residual networks , 2017, Pattern Recognit. Lett..

[8]  Paolo Bestagini,et al.  A Preliminary Study on Convolutional Neural Networks for Camera Model Identification , 2017, Media Watermarking, Security, and Forensics.

[9]  Paolo Bestagini,et al.  An In-Depth Study on Open-Set Camera Model Identification , 2019, IEEE Access.

[10]  Marc Chaumont,et al.  Camera model identification with the use of deep convolutional neural networks , 2016, 2016 IEEE International Workshop on Information Forensics and Security (WIFS).

[11]  Anderson Rocha,et al.  Open set source camera attribution and device linking , 2014, Pattern Recognit. Lett..

[12]  Chang-Tsun Li,et al.  Inference of a compact representation of sensor fingerprint for source camera identification , 2018, Pattern Recognit..

[13]  Jiwu Huang,et al.  Enhancing Source Camera Identification Performance With a Camera Reference Phase Sensor Pattern Noise , 2012, IEEE Transactions on Information Forensics and Security.

[14]  Yun Q. Shi,et al.  Camera Model Identification Using Local Binary Patterns , 2012, 2012 IEEE International Conference on Multimedia and Expo.

[15]  Venkata Udaya Sameer,et al.  Deep siamese network for limited labels classification in source camera identification , 2020, Multimedia Tools and Applications.

[16]  Shang Gao,et al.  Camera Model Identification Based on the Characteristic of CFA and Interpolation , 2011, IWDW.

[17]  Longbing Cao,et al.  SVDD-based outlier detection on uncertain data , 2012, Knowledge and Information Systems.

[18]  Robert P. W. Duin,et al.  Support Vector Data Description , 2004, Machine Learning.

[19]  Bo Wang,et al.  Ensemble classifier based source camera identification using fusion features , 2018, Multimedia Tools and Applications.

[20]  Paolo Bestagini,et al.  First Steps Toward Camera Model Identification With Convolutional Neural Networks , 2016, IEEE Signal Processing Letters.

[21]  Sinisa Segvic,et al.  Online/Realtime Structure and Motion for General Camera Models , 2008, 2008 IEEE Workshop on Applications of Computer Vision.

[22]  Chang-Tsun Li.  Source camera identification using enhanced sensor pattern noise , 2010, IEEE Trans. Inf. Forensics Secur..

[23]  Belhassen Bayar,et al.  Towards Open Set Camera Model Identification Using a Deep Learning Framework , 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[24]  Edmund Y Lam,et al.  Automatic source camera identification using the intrinsic lens radial distortion. , 2006, Optics express.

[25]  Marco Fontani,et al.  VISION: a video and image dataset for source identification , 2017, EURASIP Journal on Information Security.

[26]  K Lekshmi,et al.  Source Camera Identification of Image for Forensic Analysis Using Sensor Fingerprints , 2018, 2018 Fourth International Conference on Computing Communication Control and Automation (ICCUBEA).

[27]  Jessica J. Fridrich,et al.  CFA-aware features for steganalysis of color images , 2015, Electronic Imaging.

[28]  Paolo Bestagini,et al.  Forensic Camera Model Identification: Highlights from the IEEE Signal Processing Cup 2018 Student Competition [SP Competitions] , 2018, IEEE Signal Processing Magazine.

[29]  Jun Zhang,et al.  Exploring Feature Coupling and Model Coupling for Image Source Identification , 2018, IEEE Transactions on Information Forensics and Security.

[30]  F. G. Sommer,et al.  Digital Image Processing , 1982, IEEE Transactions on Nuclear Science.

[31]  Matthew C. Stamm,et al.  Learned Forensic Source Similarity for Unknown Camera Models , 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[32]  Belhassen Bayar,et al.  Design Principles of Convolutional Neural Networks for Multimedia Forensics , 2017, Media Watermarking, Security, and Forensics.

[33]  Chip-Hong Chang,et al.  A PUF-Based Data-Device Hash for Tampered Image Detection and Source Camera Identification , 2020, IEEE Transactions on Information Forensics and Security.

[34]  Fouad Khelifi,et al.  Comparative Analysis of a Deep Convolutional Neural Network for Source Camera Identification , 2019, 2019 IEEE 12th International Conference on Global Security, Safety and Sustainability (ICGS3).

[35]  Matthew C. Stamm,et al.  Open Set Video Camera Model Verification , 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[36]  Nasir D. Memon,et al.  Blind source camera identification , 2004, 2004 International Conference on Image Processing, 2004. ICIP '04..

[37]  Anderson Rocha,et al.  Open Set Source Camera Attribution , 2012, 2012 25th SIBGRAPI Conference on Graphics, Patterns and Images.