Media Forensics


A Coarse-to-fine Deep Convolutional Neural Network Framework for Frame Duplication Detection and Localization in Forged Videos
Chengjiang Long,
Arslan Basharat,
Anthony Hoogs
[pdf]
[bibtex]
@InProceedings{Long_2019_CVPR_Workshops,
author = {Long, Chengjiang and Basharat, Arslan and Hoogs, Anthony},
title = {A Coarse-to-fine Deep Convolutional Neural Network Framework for Frame Duplication Detection and Localization in Forged Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Robust Homomorphic Image Hashing
Priyanka Singh,
Hany Farid
[pdf]
[bibtex]
@InProceedings{Singh_2019_CVPR_Workshops,
author = {Singh, Priyanka and Farid, Hany},
title = {Robust Homomorphic Image Hashing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Application of DenseNet in Camera Model Identification and Post-processing Detection
Abdul Muntakim Rafi,
Uday Kamal,
Rakibul Hoque,
Abid Abrar,
Sowmitra Das,
Robert Laganiere,
Md. Kamrul Hasan
[pdf]
[bibtex]
@InProceedings{Rafi_2019_CVPR_Workshops,
author = {Muntakim Rafi, Abdul and Kamal, Uday and Hoque, Rakibul and Abrar, Abid and Das, Sowmitra and Laganiere, Robert and Kamrul Hasan, Md.},
title = {Application of DenseNet in Camera Model Identification and Post-processing Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Manipulation Data Collection and Annotation Tool for Media Forensics
Eric Robertson,
Haiying Guan,
Mark Kozak,
Yooyoung Lee,
Amy N. Yates,
Andrew Delgado,
Daniel Zhou,
Timothee Kheyrkhah,
Jeff Smith,
Jonathan Fiscus
[pdf]
[bibtex]
@InProceedings{Robertson_2019_CVPR_Workshops,
author = {Robertson, Eric and Guan, Haiying and Kozak, Mark and Lee, Yooyoung and Yates, Amy N. and Delgado, Andrew and Zhou, Daniel and Kheyrkhah, Timothee and Smith, Jeff and Fiscus, Jonathan},
title = {Manipulation Data Collection and Annotation Tool for Media Forensics},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Protecting World Leaders Against Deep Fakes
Shruti Agarwal,
Hany Farid,
Yuming Gu,
Mingming He,
Koki Nagano,
Hao Li
[pdf]
[bibtex]
@InProceedings{Agarwal_2019_CVPR_Workshops,
author = {Agarwal, Shruti and Farid, Hany and Gu, Yuming and He, Mingming and Nagano, Koki and Li, Hao},
title = {Protecting World Leaders Against Deep Fakes},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Exposing DeepFake Videos By Detecting Face Warping Artifacts
Yuezun Li,
Siwei Lyu
[pdf]
[bibtex]
@InProceedings{Li_2019_CVPR_Workshops,
author = {Li, Yuezun and Lyu, Siwei},
title = {Exposing DeepFake Videos By Detecting Face Warping Artifacts},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

CNN-based System for Speaker Independent Cell-Phone Identification from Recorded Audio
Vinay Verma,
Nitin Khanna
[pdf]
[bibtex]
@InProceedings{Verma_2019_CVPR_Workshops,
author = {Verma, Vinay and Khanna, Nitin},
title = {CNN-based System for Speaker Independent Cell-Phone Identification from Recorded Audio},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Anomaly-Based Manipulation Detection in Satellite Images
Janos Horvath,
David Guera,
Sri Kalyan Yarlagadda,
Paolo Bestagini,
Fengqing Maggie Zhu,
Stefano Tubaro,
Edward J. Delp
[pdf]
[bibtex]
@InProceedings{Horvath_2019_CVPR_Workshops,
author = {Horvath, Janos and Guera, David and Kalyan Yarlagadda, Sri and Bestagini, Paolo and Maggie Zhu, Fengqing and Tubaro, Stefano and Delp, Edward J.},
title = {Anomaly-Based Manipulation Detection in Satellite Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

SpliceRadar: A Learned Method For Blind Image Forensics
Aurobrata Ghosh,
Zheng Zhong,
Terrance E Boult,
Maneesh Singh
[pdf]
[bibtex]
@InProceedings{Ghosh_2019_CVPR_Workshops,
author = {Ghosh, Aurobrata and Zhong, Zheng and E Boult, Terrance and Singh, Maneesh},
title = {SpliceRadar: A Learned Method For Blind Image Forensics},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Recurrent Convolutional Strategies for Face Manipulation Detection in Videos
Ekraam Sabir,
Jiaxin Cheng,
Ayush Jaiswal,
Wael AbdAlmageed,
Iacopo Masi,
Prem Natarajan
[pdf]
[bibtex]
@InProceedings{Sabir_2019_CVPR_Workshops,
author = {Sabir, Ekraam and Cheng, Jiaxin and Jaiswal, Ayush and AbdAlmageed, Wael and Masi, Iacopo and Natarajan, Prem},
title = {Recurrent Convolutional Strategies for Face Manipulation Detection in Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Online Signature Verification Based on Writer Specific Feature Selection and Fuzzy Similarity Measure
Chandra Sekhar,
Prerna M,
Guru D,
Viswanath P
[pdf]
[bibtex]
@InProceedings{Sekhar_2019_CVPR_Workshops,
author = {Sekhar, Chandra and M, Prerna and D, Guru and P, Viswanath},
title = {Online Signature Verification Based on Writer Specific Feature Selection and Fuzzy Similarity Measure},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Source Generator Attribution via Inversion
Michael Albright,
Scott McCloskey
[pdf]
[bibtex]
@InProceedings{Albright_2019_CVPR_Workshops,
author = {Albright, Michael and McCloskey, Scott},
title = {Source Generator Attribution via Inversion},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Detecting AI-Synthesized Speech Using Bispectral Analysis
Ehab A. AlBadawy,
Siwei Lyu,
Hany Farid
[pdf]
[bibtex]
@InProceedings{AlBadawy_2019_CVPR_Workshops,
author = {AlBadawy, Ehab A. and Lyu, Siwei and Farid, Hany},
title = {Detecting AI-Synthesized Speech Using Bispectral Analysis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

JPEG Grid Detection based on the Number of DCT Zeros and its Application to Automatic and Localized Forgery Detection
T. Nikoukhah,
J. Anger,
T. Ehret,
M. Colom,
J.M. Morel,
R. Grompone von Gioi
[pdf]
[bibtex]
@InProceedings{Nikoukhah_2019_CVPR_Workshops,
author = {Nikoukhah, T. and Anger, J. and Ehret, T. and Colom, M. and Morel, J.M. and Grompone von Gioi, R.},
title = {JPEG Grid Detection based on the Number of DCT Zeros and its Application to Automatic and Localized Forgery Detection},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

A Skip Connection Architecture for Localization of Image Manipulations
Ghazal Mazaheri,
Niluthpol Chowdhury Mithun,
Jawadul H. Bappy,
Amit K. Roy-Chowdhury
[pdf]
[bibtex]
@InProceedings{Mazaheri_2019_CVPR_Workshops,
author = {Mazaheri, Ghazal and Chowdhury Mithun, Niluthpol and Bappy, Jawadul H. and Roy-Chowdhury, Amit K.},
title = {A Skip Connection Architecture for Localization of Image Manipulations},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Extracting camera-based fingerprints for video forensics
Davide Cozzolino Giovanni Poggi Luisa Verdoliva
[pdf]
[bibtex]
@InProceedings{Verdoliva_2019_CVPR_Workshops,
author = {Cozzolino Giovanni Poggi Luisa Verdoliva, Davide},
title = {Extracting camera-based fingerprints for video forensics},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Detecting Image Forgery Based On Color Phenomenology
Jamie Stanton,
Keigo Hirakawa,
Scott McCloskey
[pdf]
[bibtex]
@InProceedings{Stanton_2019_CVPR_Workshops,
author = {Stanton, Jamie and Hirakawa, Keigo and McCloskey, Scott},
title = {Detecting Image Forgery Based On Color Phenomenology},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Classification of Computer Generated and Natural Images based on Efficient Deep Convolutional Recurrent Attention Model
Diangarti Bhalang Tarianga,
Prithviraj Senguptab,
Aniket Roy,
Rajat Subhra Chakraborty,
Ruchira Naskar
[pdf]
[bibtex]
@InProceedings{Tarianga_2019_CVPR_Workshops,
author = {Bhalang Tarianga, Diangarti and Senguptab, Prithviraj and Roy, Aniket and Subhra Chakraborty, Rajat and Naskar, Ruchira},
title = {Classification of Computer Generated and Natural Images based on Efficient Deep Convolutional Recurrent Attention Model},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}