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Handbook of digital face manipulation and detection : from DeepFakes to morphing attacks / / editors, Christian Rathgeb [et al.]
| Handbook of digital face manipulation and detection : from DeepFakes to morphing attacks / / editors, Christian Rathgeb [et al.] |
| Autore | Rathgeb Christian |
| Pubbl/distr/stampa | Cham, : Springer Nature, 2022 |
| Descrizione fisica | 1 online resource (481 pages) : illustrations (chiefly color) |
| Altri autori (Persone) |
RathgebChristian
TolosanaRuben Vera-RodriguezRuben BuschChristoph |
| Collana | Advances in computer vision and pattern recognition |
| Soggetto topico |
Biometric identification
Deepfakes Image processing - Digital techniques Morphing (Computer animation) |
| Soggetto non controllato |
DeepFakes
Face Manipulation Detection Media Forensic Biometric Recognition Image Processing and Pattern Recognition Open Access |
| ISBN | 3-030-87664-0 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I - Introduction: 1. Digital Face Manipulation: An Introduction2. Face Manipulation in Biometric Systems3. Face Manipulation in Media Forensics Part II - Face Manipulation Detection Methods: 4. DeepFakes Manipulation5. DeepFakes Detection6. Attacking Face Recognition Systems with DeepFakes |
| Record Nr. | UNINA-9910522973903321 |
Rathgeb Christian
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| Cham, : Springer Nature, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Handbook of digital face manipulation and detection : from DeepFakes to morphing attacks / / editors, Christian Rathgeb [et al.]
| Handbook of digital face manipulation and detection : from DeepFakes to morphing attacks / / editors, Christian Rathgeb [et al.] |
| Autore | Rathgeb Christian |
| Pubbl/distr/stampa | Cham, : Springer Nature, 2022 |
| Descrizione fisica | 1 online resource (481 pages) : illustrations (chiefly color) |
| Altri autori (Persone) |
RathgebChristian
TolosanaRuben Vera-RodriguezRuben BuschChristoph |
| Collana | Advances in computer vision and pattern recognition |
| Soggetto topico |
Biometric identification
Deepfakes Image processing - Digital techniques Morphing (Computer animation) |
| Soggetto non controllato |
DeepFakes
Face Manipulation Detection Media Forensic Biometric Recognition Image Processing and Pattern Recognition Open Access |
| ISBN | 3-030-87664-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I - Introduction: 1. Digital Face Manipulation: An Introduction2. Face Manipulation in Biometric Systems3. Face Manipulation in Media Forensics Part II - Face Manipulation Detection Methods: 4. DeepFakes Manipulation5. DeepFakes Detection6. Attacking Face Recognition Systems with DeepFakes |
| Record Nr. | UNISA-996464542803316 |
|
Rathgeb Christian
|
||
| Cham, : Springer Nature, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications [[electronic resource] ] : 23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018, Proceedings / / edited by Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales
| Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications [[electronic resource] ] : 23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018, Proceedings / / edited by Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (XXIII, 987 p. 566 illus., 272 illus. in color.) |
| Disciplina | 006.4 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Pattern recognition
Computers Law and legislation Software engineering Application software Computer communication systems Coding theory Information theory Pattern Recognition Legal Aspects of Computing Software Engineering Information Systems Applications (incl. Internet) Computer Communication Networks Coding and Information Theory |
| ISBN | 3-030-13469-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Machine Learning -- Data Augmentation via Variational Auto-Encoders -- LSTM-based Multi-scale Model for WindSpeed Forecasting.-Using deep learning to classify class imbalanced gene-expression microarrays datasets.-A data representation approach to support imbalanced data classification beased in TWSVM -- Improving regression models by dissimilarity representation of bio-chemical data -- A Comparative Study on Unsupervised Domain Adaption for Coffee Crop Mapping -- Analytical Comparison of Histogram Distance Measures -- Gaussian processes regression with multiple annotors -- Linear projection learned from hybrid CKA for enhancing distance-based classifiers -- Evaluation of Bag-of-Word performance for time series classification using discriminative SIFT-based mid-level representations -- Color classification methods for perennial weed detection in cereal crops -- Hierarchical graph-based segmentation in detection of object-related regions -- Dealing with heterogeneous Google Earth images on Building Area Detection task -- Evaluation of scale-aware realignments of hierarchical image segmentation. . |
| Record Nr. | UNINA-9910337573503321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications [[electronic resource] ] : 23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018, Proceedings / / edited by Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales
| Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications [[electronic resource] ] : 23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018, Proceedings / / edited by Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (XXIII, 987 p. 566 illus., 272 illus. in color.) |
| Disciplina | 006.4 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Pattern recognition
Computers Law and legislation Software engineering Application software Computer communication systems Coding theory Information theory Pattern Recognition Legal Aspects of Computing Software Engineering Information Systems Applications (incl. Internet) Computer Communication Networks Coding and Information Theory |
| ISBN | 3-030-13469-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Machine Learning -- Data Augmentation via Variational Auto-Encoders -- LSTM-based Multi-scale Model for WindSpeed Forecasting.-Using deep learning to classify class imbalanced gene-expression microarrays datasets.-A data representation approach to support imbalanced data classification beased in TWSVM -- Improving regression models by dissimilarity representation of bio-chemical data -- A Comparative Study on Unsupervised Domain Adaption for Coffee Crop Mapping -- Analytical Comparison of Histogram Distance Measures -- Gaussian processes regression with multiple annotors -- Linear projection learned from hybrid CKA for enhancing distance-based classifiers -- Evaluation of Bag-of-Word performance for time series classification using discriminative SIFT-based mid-level representations -- Color classification methods for perennial weed detection in cereal crops -- Hierarchical graph-based segmentation in detection of object-related regions -- Dealing with heterogeneous Google Earth images on Building Area Detection task -- Evaluation of scale-aware realignments of hierarchical image segmentation. . |
| Record Nr. | UNISA-996466421403316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||