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TITLE = "Deepfake detection using optimized VGG16-based framework enhanced
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JOURNAL = IVC,
VOLUME = "162",
YEAR = "2025",
PAGES = "105696",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT110635"}
@article{bb114001,
AUTHOR = "Zhang, Q.S. and Chen, B. and Zheng, Y.H.",
TITLE = "Synth-Tracker: Recoverable and Traceable Defense Watermark Against
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JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "3715-3719",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT110636"}
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AUTHOR = "Xu, Y.Z. and Ren, J.C. and Fang, A. and Irfan, M. and Zheng, J.B.",
TITLE = "Continual face forgery detection based on relation-aware
spatial-frequency interaction aggregation and contrastive learning",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112456",
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AUTHOR = "Peng, C.L. and Yan, T.Z. and Liu, D. and Wang, N.N. and Hu, R.M. and Gao, X.B.",
TITLE = "Face Forgery Detection With CLIP-Enhanced Multi-Encoder Distillation",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "8474-8484",
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AUTHOR = "Jing, J. and Sun, F.Y. and Peng, C.L. and Liu, D.C. and Wang, N.N. and Gao, X.B.",
TITLE = "Adaptive Consensus Multi-Teacher Distillation for Generalizable Face
Forgery Detection",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "9336-9348",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT110639"}
@article{bb114005,
AUTHOR = "Qu, Z. and Lu, W. and Luo, X.Y. and Wang, Q. and Cao, X.C.",
TITLE = "ID-Guard: A Universal Framework for Combating Facial Manipulation via
Breaking Identification",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "1720-1735",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT110640"}
@article{bb114006,
AUTHOR = "Jing, J.C. and Lv, Y.Y. and Li, M. and Liu, D. and Zhang, Z.Y.",
TITLE = "Constructing adaptive spatial-frequency interactive network with
bi-directional adapter for generalizable face forgery detection",
JOURNAL = CVIU,
VOLUME = "263",
YEAR = "2026",
PAGES = "104599",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT110641"}
@article{bb114007,
AUTHOR = "Zhou, K. and Sun, G.L. and Yu, L. and Wang, J.",
TITLE = "Generalizable face forgery detection via mining single-step
reconstruction difference",
JOURNAL = PR,
VOLUME = "176",
YEAR = "2026",
PAGES = "113265",
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@article{bb114008,
AUTHOR = "Shahzad, S.A. and Hashmi, A. and Peng, Y.T. and Tsao, Y. and Wang, H.M.",
TITLE = "AV-Lip-Sync+: Leveraging AV-HuBERT to Exploit Multimodal
Inconsistency for Deepfake Detection of Frontal Face Videos",
JOURNAL = HMS,
VOLUME = "55",
YEAR = "2025",
NUMBER = "6",
MONTH = "December",
PAGES = "973-982",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT110643"}
@article{bb114009,
AUTHOR = "Kavitha, P.",
TITLE = "ILSTM-DMN architecture for fake face identification:
Improved deep joint segmentation with transform feature set",
JOURNAL = JVCIR,
VOLUME = "117",
YEAR = "2026",
PAGES = "104764",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT110644"}
@article{bb114010,
AUTHOR = "Hou, S.J. and Jiang, X.H. and Xu, Q. and Xu, K. and Meng, L.",
TITLE = "PrePurify: Pre-trained knowledge-guided data purification for
generalizable face forgery detection",
JOURNAL = PR,
VOLUME = "177",
YEAR = "2026",
PAGES = "113271",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT110645"}
@article{bb114011,
AUTHOR = "Ye, D. and Wang, R. and Cao, S. and Shang, Y.Y. and Deng, J.C. and Wang, Z.Y. and Zou, Q. and Yu, X.",
TITLE = "Multi-view facial forgery detection for compressed videos using
metric learning and attention transfer",
JOURNAL = PR,
VOLUME = "178",
YEAR = "2026",
PAGES = "113455",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT110646"}
@article{bb114012,
AUTHOR = "Feng, C. and Liu, C.X.",
TITLE = "Refining forgery-aware prompts for deepfake detection with pattern
blended samples",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113659",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT110647"}
@article{bb114013,
AUTHOR = "Cheng, F. and Tian, L. and Meng, F. and Wang, X.L. and Peng, M. and Su, L.L. and Wu, Z.",
TITLE = "Fair face forgery detection via cross-domain decoupling and
entropy-adaptive enhancement",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113673",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT110648"}
@article{bb114014,
AUTHOR = "Xia, R.Y. and Zhou, D.W. and Yuan, L. and Li, J. and Wang, N.N. and Gao, X.B.",
TITLE = "SSD: Making Face Forgery Clues Evident Again With Self-Steganographic
Detection",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "7859-7874",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT110649"}
@article{bb114015,
AUTHOR = "Tan, D. and Yang, Y. and Niu, C. and Tan, B. and Yang, D.",
TITLE = "OFCA-Net: An explainable optical flow-based framework for face
forgery detection",
JOURNAL = CVIU,
VOLUME = "269",
YEAR = "2026",
PAGES = "104810",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT110650"}
@article{bb114016,
AUTHOR = "Li, Q. and Feng, C.H. and Zhang, Z.X. and Chen, H.",
TITLE = "Towards robust deepfake detection with adversarial contour
reinforcement and cross-domain semantic fusion",
JOURNAL = IVC,
VOLUME = "172",
YEAR = "2026",
PAGES = "106016",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT110651"}
@article{bb114017,
AUTHOR = "Fang, C.W. and Fu, B.L. and Yang, T. and Cheng, D.",
TITLE = "Improving face forgery detection via hierarchical mixture of experts
and fine-grained visual-text alignment",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "113939",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT110652"}
@article{bb114018,
AUTHOR = "Guo, Z.H. and Liu, Y.J. and Zhang, J. and Zheng, H.Y. and Shan, S.G.",
TITLE = "Revisiting Face Forgery Detection: From Facial Representation to
Forgery Detection",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "9228-9244",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT110653"}
@article{bb114019,
AUTHOR = "Li, H.N. and Li, Z.Z. and Du, H.J. and Zhang, J.W. and Song, X.D. and Pei, Q.Q.",
TITLE = "PMCF: A Progressive Multi-Level Collaborative Framework for Face
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JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "2979-2983",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT110654"}
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AUTHOR = "Hou, S.J. and Jiang, X.H. and Xu, K. and Xu, Q. and Sun, T.F. and Meng, L.",
TITLE = "Adaptive Learning With Augmentation Robustness Validation:
Toward Generalizable Face Forgery Detection",
JOURNAL = CirSysVideo,
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YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "12243-12255",
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TITLE = "A Meta-Learning-Based Active Defense Scheme Against Deep Facial
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JOURNAL = CirSysVideo,
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NUMBER = "8",
MONTH = "August",
PAGES = "11888-11903",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501ffor4.html#TT110656"}
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AUTHOR = "Giusti, C. and Guarnera, L. and Battiato, S.",
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JOURNAL = CVIU,
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PAGES = "104848",
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MONTH = "October",
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TITLE = "Forensics Adapter: Adapting CLIP for Generalizable Face Forgery
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BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "19207-19217",
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TITLE = "Face Forgery Detection Based on Facial Region Displacement Trajectory
Series",
BOOKTITLE = BioAttack23,
YEAR = "2023",
PAGES = "633-642",
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@inproceedings{bb114058,
AUTHOR = "Wu, H.T. and Wang, P. and Wang, X. and Xiang, J. and Gong, R.",
TITLE = "GGViT: Multistream Vision Transformer Network in Face2Face Facial
Reenactment Detection",
BOOKTITLE = "ICPR22",
YEAR = "2022",
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@inproceedings{bb114059,
AUTHOR = "Lin, Y.Z. and Chen, H. and Li, B. and Wu, J.Q.",
TITLE = "Towards Generalizable DEEPFAKE Face Forgery Detection with
Semi-Supervised Learning and Knowledge Distillation",
BOOKTITLE = ICIP22,
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@inproceedings{bb114060,
AUTHOR = "Haliassos, A. and Mira, R. and Petridis, S. and Pantic, M.",
TITLE = "Leveraging Real Talking Faces via Self-Supervision for Robust Forgery
Detection",
BOOKTITLE = CVPR22,
YEAR = "2022",
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@inproceedings{bb114061,
AUTHOR = "Ma, T. and Bamweyana, A. and Guo, M. and Benon, K.",
TITLE = "A Face Morph Detection Method Based on Convolutional Neural Networks
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BOOKTITLE = ICIVC22,
YEAR = "2022",
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@inproceedings{bb114062,
AUTHOR = "Borghi, G. and Graffieti, G. and Franco, A. and Maltoni, D.",
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BOOKTITLE = "ICPR22",
YEAR = "2022",
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@inproceedings{bb114063,
AUTHOR = "Le, T.N. and Nguyen, H.H. and Yamagishi, J. and Echizen, I.",
TITLE = "OpenForensics: Large-Scale Challenging Dataset For Multi-Face Forgery
Detection And Segmentation In-The-Wild",
BOOKTITLE = ICCV21,
YEAR = "2021",
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@inproceedings{bb114064,
AUTHOR = "Kim, D.K. and Kim, K.",
TITLE = "Generalized Facial Manipulation Detection with Edge Region Feature
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BOOKTITLE = WACV22,
YEAR = "2022",
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@inproceedings{bb114065,
AUTHOR = "Trinh, L. and Tsang, M. and Rambhatla, S. and Liu, Y.",
TITLE = "Interpretable and Trustworthy Deepfake Detection via Dynamic
Prototypes",
BOOKTITLE = WACV21,
YEAR = "2021",
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@inproceedings{bb114066,
AUTHOR = "Haliassos, A. and Vougioukas, K. and Petridis, S. and Pantic, M.",
TITLE = "Lips Don't Lie: A Generalisable and Robust Approach to Face Forgery
Detection",
BOOKTITLE = CVPR21,
YEAR = "2021",
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@inproceedings{bb114067,
AUTHOR = "Luo, Y.C. and Zhang, Y. and Yan, J.C. and Liu, W.",
TITLE = "Generalizing Face Forgery Detection with High-frequency Features",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "16312-16321",
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@inproceedings{bb114068,
AUTHOR = "Li, J.M. and Xie, H.T. and Li, J.H. and Wang, Z.Y. and Zhang, Y.D.",
TITLE = "Frequency-aware Discriminative Feature Learning Supervised by
Single-Center Loss for Face Forgery Detection",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "6454-6463",
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@inproceedings{bb114069,
AUTHOR = "Zhou, T.F. and Wang, W.G. and Liang, Z.Y. and Shen, J.B.",
TITLE = "Face Forensics in the Wild",
BOOKTITLE = CVPR21,
YEAR = "2021",
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@inproceedings{bb114070,
AUTHOR = "He, Y.N. and Gan, B. and Chen, S. and Zhou, Y.C. and Yin, G.J. and Song, L.C. and Sheng, L. and Shao, J. and Liu, Z.W.",
TITLE = "ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis",
BOOKTITLE = CVPR21,
YEAR = "2021",
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@inproceedings{bb114071,
AUTHOR = "Liu, H.G. and Li, X.D. and Zhou, W.B. and Chen, Y.F. and He, Y. and Xue, H. and Zhang, W.M. and Yu, N.H.",
TITLE = "Spatial-Phase Shallow Learning:
Rethinking Face Forgery Detection in Frequency Domain",
BOOKTITLE = CVPR21,
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@inproceedings{bb114072,
AUTHOR = "Wang, C.R. and Deng, W.H.",
TITLE = "Representative Forgery Mining for Fake Face Detection",
BOOKTITLE = CVPR21,
YEAR = "2021",
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@inproceedings{bb114073,
AUTHOR = "Schwarcz, S. and Chellappa, R.",
TITLE = "Finding Facial Forgery Artifacts with Parts-Based Detectors",
BOOKTITLE = WMF21,
YEAR = "2021",
PAGES = "933-942",
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@inproceedings{bb114074,
AUTHOR = "Han, J. and Gevers, T.",
TITLE = "MMD Based Discriminative Learning for Face Forgery Detection",
BOOKTITLE = ACCV20,
YEAR = "2020",
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@inproceedings{bb114075,
AUTHOR = "Tarasiou, M. and Zafeiriou, S.P.",
TITLE = "Extracting Deep Local Features to Detect Manipulated Images of Human
Faces",
BOOKTITLE = ICIP20,
YEAR = "2020",
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AUTHOR = "Huang, R. and Fang, F. and Nguyen, H.H. and Yamagishi, J. and Echizen, I.",
TITLE = "Security of Facial Forensics Models Against Adversarial Attacks",
BOOKTITLE = ICIP20,
YEAR = "2020",
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AUTHOR = "Li, L. and Bao, J. and Yang, H. and Chen, D. and Wen, F.",
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BOOKTITLE = CVPR20,
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AUTHOR = "Hulzebosch, N. and Ibrahimi, S. and Worring, M.",
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BOOKTITLE = WMF20,
YEAR = "2020",
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AUTHOR = "Jiang, L. and Li, R. and Wu, W. and Qian, C. and Loy, C.C.",
TITLE = "DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face
Forgery Detection",
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AUTHOR = "Wang, Z.D. and Bao, J.M. and Zhou, W.G. and Wang, W.L. and Li, H.Q.",
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AUTHOR = "Lavagetto, F.",
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JOURNAL = PRL,
VOLUME = "24",
YEAR = "2003",
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AUTHOR = "Zhou, C. and Lin, X.Y.",
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JOURNAL = PRL,
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@inproceedings{bb114089,
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hierarchical clustering",
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YEAR = "2004",
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YEAR = "2009",
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Realistic Interactive Facial Animation",
JOURNAL = IEEE_CGA,
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YEAR = "2010",
NUMBER = "4",
MONTH = "July",
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JOURNAL = IEEE_CGA,
VOLUME = "30",
YEAR = "2010",
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AUTHOR = "Calix, R.A. and Mallepudi, S.A. and Chen, B. and Knapp, G.M.",
TITLE = "Emotion Recognition in Text for 3-D Facial Expression Rendering",
JOURNAL = MultMed,
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YEAR = "2010",
NUMBER = "6",
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Expressions of Emotions",
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Avatar Image",
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PAGES = "980-992",
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@inproceedings{bb114096,
AUTHOR = "Yang, S.F. and Bhanu, B.",
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YEAR = "2011",
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@inproceedings{bb114097,
AUTHOR = "Cruz, A. and Bhanu, B.",
TITLE = "A biologically inspired approach for fusing facial expression and
appearance for emotion recognition",
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YEAR = "2012",
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@article{bb114098,
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animation",
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YEAR = "2019",
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@article{bb114099,
AUTHOR = "Hauthal, E. and Burghardt, D. and Dunkel, A.",
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Location-Based Social Media",
JOURNAL = IJGI,
VOLUME = "8",
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BIBSOURCE = "http://www.visionbib.com/bibliography/describe501.html#TT110734"}
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