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ORCIDLuisa Verdoliva
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- affiliation: University Federico II of Naples, Italy
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2020 – today
- 2024
[j49]Diangarti Tariang
, Riccardo Corvi, Davide Cozzolino, Giovanni Poggi, Koki Nagano, Luisa Verdoliva:
Synthetic Image Verification in the Era of Generative Artificial Intelligence: What Works and What Isn't There yet. IEEE Secur. Priv. 22(3): 37-49 (2024)- [c98]Davide Cozzolino, Giovanni Poggi, Riccardo Corvi, Matthias Nießner, Luisa Verdoliva:
Raising the Bar of AI-generated Image Detection with CLIP. CVPR Workshops 2024: 4356-4366 - [c97]Davide Cozzolino, Giovanni Poggi, Matthias Nießner, Luisa Verdoliva:
Zero-Shot Detection of AI-Generated Images. ECCV (18) 2024: 54-72 - [c96]Giada Zingarini, Davide Cozzolino, Riccardo Corvi, Giovanni Poggi, Luisa Verdoliva:
M3DSYNTH: A Dataset of Medical 3D Images with AI-Generated Local Manipulations. ICASSP 2024: 13176-13180 - [c95]Lea Uhlenbrock, Davide Cozzolino, Denise Moussa, Luisa Verdoliva, Christian Riess:
Did You Note My Palette? Unveiling Synthetic Images Through Color Statistics. IH&MMSec 2024: 47-52 - [c94]Alessandro Pianese, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva:
Training-Free Deepfake Voice Recognition by Leveraging Large-Scale Pre-Trained Models. IH&MMSec 2024: 289-294 - [i49]Li Lin, Neeraj Gupta, Yue Zhang, Hainan Ren, Chun-Hao Liu, Feng Ding, Xin Wang, Xin Li, Luisa Verdoliva, Shu Hu:
Detecting Multimedia Generated by Large AI Models: A Survey. CoRR abs/2402.00045 (2024) - [i48]Diangarti Tariang, Riccardo Corvi, Davide Cozzolino, Giovanni Poggi, Koki Nagano, Luisa Verdoliva:
Synthetic Image Verification in the Era of Generative AI: What Works and What Isn't There Yet. CoRR abs/2405.00196 (2024) - [i47]Alessandro Pianese, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva:
Training-Free Deepfake Voice Recognition by Leveraging Large-Scale Pre-Trained Models. CoRR abs/2405.02179 (2024) - [i46]Vincenzo De Rosa, Fabrizio Guillaro, Giovanni Poggi, Davide Cozzolino, Luisa Verdoliva:
Exploring the Adversarial Robustness of CLIP for AI-generated Image Detection. CoRR abs/2407.19553 (2024) - [i45]Davide Cozzolino, Giovanni Poggi, Matthias Nießner, Luisa Verdoliva:
Zero-Shot Detection of AI-Generated Images. CoRR abs/2409.15875 (2024) - 2023
- [j48]Mauro Barni, Patrizio Campisi, Edward J. Delp, Gwenaël J. Doërr, Jessica J. Fridrich, Nasir D. Memon, Fernando Pérez-González, Anderson Rocha, Luisa Verdoliva, Min Wu:
Information Forensics and Security: A quarter-century-long journey. IEEE Signal Process. Mag. 40(5): 67-79 (2023) - [j47]Davide Cozzolino, Koki Nagano, Lucas A. Thomaz, Angshul Majumdar, Luisa Verdoliva:
Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition [SP Competitions]. IEEE Signal Process. Mag. 40(7): 94-100 (2023) - [c93]Davide Cozzolino, Alessandro Pianese, Matthias Nießner, Luisa Verdoliva:
Audio-Visual Person-of-Interest DeepFake Detection. CVPR Workshops 2023: 943-952 - [c92]Riccardo Corvi, Davide Cozzolino, Giovanni Poggi, Koki Nagano, Luisa Verdoliva:
Intriguing properties of synthetic images: from generative adversarial networks to diffusion models. CVPR Workshops 2023: 973-982 - [c91]Fabrizio Guillaro, Davide Cozzolino, Avneesh Sud, Nicholas Dufour, Luisa Verdoliva:
TruFor: Leveraging All-Round Clues for Trustworthy Image Forgery Detection and Localization. CVPR 2023: 20606-20615 - [c90]Riccardo Corvi, Davide Cozzolino, Giada Zingarini, Giovanni Poggi, Koki Nagano, Luisa Verdoliva:
On The Detection of Synthetic Images Generated by Diffusion Models. ICASSP 2023: 1-5 - [c89]Hannes Mareen, Dante Vanden Bussche, Glenn Van Wallendael, Luisa Verdoliva, Peter Lambert:
Training Data Improvement for Image Forgery Detection using Comprint. ICCE 2023: 1-2 - [c88]Artem Sevastopolsky, Yury Malkov, Nikita Durasov, Luisa Verdoliva, Matthias Nießner:
How to Boost Face Recognition with StyleGAN? ICCV 2023: 20867-20877 - [c87]Ying Xu, Kiran B. Raja, Luisa Verdoliva, Marius Pedersen:
Learning Pairwise Interaction for Generalizable DeepFake Detection. WACV (Workshops) 2023: 1-11 - [i44]Ying Xu, Kiran B. Raja, Luisa Verdoliva, Marius Pedersen:
Learning Pairwise Interaction for Generalizable DeepFake Detection. CoRR abs/2302.13288 (2023) - [i43]Riccardo Corvi, Davide Cozzolino, Giovanni Poggi, Koki Nagano, Luisa Verdoliva:
Intriguing properties of synthetic images: from generative adversarial networks to diffusion models. CoRR abs/2304.06408 (2023) - [i42]Giada Zingarini, Davide Cozzolino, Riccardo Corvi, Giovanni Poggi, Luisa Verdoliva:
M3Dsynth: A dataset of medical 3D images with AI-generated local manipulations. CoRR abs/2309.07973 (2023) - [i41]Mauro Barni, Patrizio Campisi, Edward J. Delp, Gwenaël J. Doërr, Jessica J. Fridrich, Nasir D. Memon, Fernando Pérez-González, Anderson Rocha, Luisa Verdoliva, Min Wu:
Information Forensics and Security: A quarter-century-long journey. CoRR abs/2309.12159 (2023) - [i40]Davide Cozzolino, Koki Nagano, Lucas A. Thomaz, Angshul Majumdar, Luisa Verdoliva:
Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition. CoRR abs/2309.12428 (2023) - [i39]Davide Cozzolino, Giovanni Poggi, Riccardo Corvi, Matthias Nießner, Luisa Verdoliva:
Raising the Bar of AI-generated Image Detection with CLIP. CoRR abs/2312.00195 (2023) - [i38]Artem Sevastopolsky, Philip-William Grassal, Simon Giebenhain, ShahRukh Athar, Luisa Verdoliva, Matthias Nießner:
HeadCraft: Modeling High-Detail Shape Variations for Animated 3DMMs. CoRR abs/2312.14140 (2023) - 2022
- [j46]Sara Mandelli, Davide Cozzolino, Edoardo Daniele Cannas, João P. Cardenuto, Daniel Moreira, Paolo Bestagini, Walter J. Scheirer, Anderson Rocha, Luisa Verdoliva, Stefano Tubaro, Edward J. Delp:
Forensic Analysis of Synthetically Generated Western Blot Images. IEEE Access 10: 59919-59932 (2022) - [c86]Maurizio De Micco, Fabio Zonfrilli, Massimiliano Maria Villone, Giovanni Poggi, Luisa Verdoliva, Vincenzo Guida:
FLUID: Formulated LiqUid Instability Dataset. BigMM 2022: 53-56 - [c85]Hannes Mareen, Dante Vanden Bussche, Fabrizio Guillaro, Davide Cozzolino, Glenn Van Wallendael, Peter Lambert, Luisa Verdoliva:
Comprint: Image Forgery Detection and Localization Using Compression Fingerprints. ICPR Workshops (2) 2022: 281-299 - [c84]Luisa Verdoliva:
Towards Generalization in Deepfake Detection. IH&MMSec 2022: 1 - [c83]Luisa Verdoliva:
Towards Generalization in Deepfake Detection. MAD@ICMR 2022: 1 - [c82]Luisa Verdoliva:
Deepfake Detection: State-of-the-art and Future Directions. WDC@AsiaCCS 2022: 1 - [c81]Alessandro Pianese, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva:
Deepfake audio detection by speaker verification. WIFS 2022: 1-6 - [p3]Davide Cozzolino, Luisa Verdoliva:
Multimedia Forensics Before the Deep Learning Era. Handbook of Digital Face Manipulation and Detection 2022: 45-67 - [p2]Diego Gragnaniello, Francesco Marra, Luisa Verdoliva:
Detection of AI-Generated Synthetic Faces. Handbook of Digital Face Manipulation and Detection 2022: 191-212 - [p1]Ruben Tolosana, Christian Rathgeb, Rubén Vera-Rodríguez, Christoph Busch, Luisa Verdoliva, Siwei Lyu, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen, Peter Rot, Klemen Grm, Vitomir Struc, Antitza Dantcheva, Zahid Akhtar, Sergio Romero-Tapiador, Julian Fiérrez, Aythami Morales, Javier Ortega-Garcia, Els Kindt, Catherine Jasserand, Tarmo Kalvet, Marek Tiits:
Future Trends in Digital Face Manipulation and Detection. Handbook of Digital Face Manipulation and Detection 2022: 463-482 - [i37]Davide Cozzolino, Matthias Nießner, Luisa Verdoliva:
Audio-Visual Person-of-Interest DeepFake Detection. CoRR abs/2204.03083 (2022) - [i36]Alessandro Pianese, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva:
Deepfake audio detection by speaker verification. CoRR abs/2209.14098 (2022) - [i35]Hannes Mareen, Dante Vanden Bussche, Fabrizio Guillaro, Davide Cozzolino, Glenn Van Wallendael, Peter Lambert, Luisa Verdoliva:
Comprint: Image Forgery Detection and Localization using Compression Fingerprints. CoRR abs/2210.02227 (2022) - [i34]Artem Sevastopolsky, Yury Malkov, Nikita Durasov, Luisa Verdoliva, Matthias Nießner:
How to Boost Face Recognition with StyleGAN? CoRR abs/2210.10090 (2022) - [i33]Riccardo Corvi, Davide Cozzolino, Giada Zingarini, Giovanni Poggi, Koki Nagano, Luisa Verdoliva:
On the detection of synthetic images generated by diffusion models. CoRR abs/2211.00680 (2022) - [i32]Hannes Mareen, Dante Vanden Bussche, Glenn Van Wallendael, Luisa Verdoliva, Peter Lambert:
Training Data Improvement for Image Forgery Detection using Comprint. CoRR abs/2211.14079 (2022) - [i31]Fabrizio Guillaro, Davide Cozzolino, Avneesh Sud, Nicholas Dufour, Luisa Verdoliva:
TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization. CoRR abs/2212.10957 (2022) - 2021
- [j45]Diego Gragnaniello, Francesco Marra, Luisa Verdoliva, Giovanni Poggi:
Perceptual quality-preserving black-box attack against deep learning image classifiers. Pattern Recognit. Lett. 147: 142-149 (2021) - [c80]Maurizio De Micco, Diego Gragnaniello, Fabio Zonfrilli, Massimiliano Maria Villone, Giovanni Poggi, Luisa Verdoliva, Vincenzo Guida:
Deep learning-based non-intrusive detection of instabilities in formulated liquids. AI4I 2021: 48-51 - [c79]Davide Cozzolino, Justus Thies, Andreas Rössler, Matthias Nießner, Luisa Verdoliva:
SpoC: Spoofing Camera Fingerprints. CVPR Workshops 2021: 990-1000 - [c78]Davide Cozzolino, Andreas Rössler, Justus Thies, Matthias Nießner, Luisa Verdoliva:
ID-Reveal: Identity-aware DeepFake Video Detection. ICCV 2021: 15088-15097 - [c77]Diego Gragnaniello, Davide Cozzolino, Francesco Marra, Giovanni Poggi, Luisa Verdoliva:
Are GAN Generated Images Easy to Detect? A Critical Analysis of the State-Of-The-Art. ICME 2021: 1-6 - [c76]Antonio Mazza, Giuseppe Scarpa, Luisa Verdoliva, Giovanni Poggi:
Impact of Training Set Design in CNN-Based Sar Image Despeckling. IGARSS 2021: 415-418 - [c75]Luisa Verdoliva:
Deepfake Detection: State-of-the-art and Future Directions. IMPROVE 2021: 7 - [c74]Davide Cozzolino, Diego Gragnaniello, Giovanni Poggi, Luisa Verdoliva:
Towards Universal GAN Image Detection. VCIP 2021: 1-5 - [e2]Dirk Borghys, Patrick Bas, Luisa Verdoliva, Tomás Pevný, Bin Li, Jennifer Newman:
IH&MMSec '21: ACM Workshop on Information Hiding and Multimedia Security, Virtual Event, Belgium, June, 22-25, 2021. ACM 2021, ISBN 978-1-4503-8295-3 [contents] - [i30]Diego Gragnaniello, Davide Cozzolino, Francesco Marra, Giovanni Poggi, Luisa Verdoliva:
Are GAN generated images easy to detect? A critical analysis of the state-of-the-art. CoRR abs/2104.02617 (2021) - [i29]Sara Mandelli, Davide Cozzolino, João P. Cardenuto, Daniel Moreira, Paolo Bestagini, Walter J. Scheirer, Anderson Rocha, Luisa Verdoliva, Stefano Tubaro, Edward J. Delp:
Forensic Analysis of Synthetically Generated Scientific Images. CoRR abs/2112.08739 (2021) - [i28]Davide Cozzolino, Diego Gragnaniello, Giovanni Poggi, Luisa Verdoliva:
Towards Universal GAN Image Detection. CoRR abs/2112.12606 (2021) - 2020
- [j44]Francesco Marra, Diego Gragnaniello, Luisa Verdoliva, Giovanni Poggi:
A Full-Image Full-Resolution End-to-End-Trainable CNN Framework for Image Forgery Detection. IEEE Access 8: 133488-133502 (2020) - [j43]Davide Cozzolino, Francesco Marra, Diego Gragnaniello, Giovanni Poggi, Luisa Verdoliva:
Combining PRNU and noiseprint for robust and efficient device source identification. EURASIP J. Inf. Secur. 2020: 1 (2020) - [j42]Edward J. Delp, Jiwu Huang, Nasir D. Memon, Anderson Rocha, Matt Turek, Luisa Verdoliva:
Editorial: Media Authentication and Forensics - New Solutions and Research Opportunities. IEEE J. Sel. Top. Signal Process. 14(5): 906-909 (2020) - [j41]Luisa Verdoliva:
Media Forensics and DeepFakes: An Overview. IEEE J. Sel. Top. Signal Process. 14(5): 910-932 (2020) - [j40]Davide Cozzolino, Luisa Verdoliva, Giuseppe Scarpa, Giovanni Poggi:
Nonlocal CNN SAR Image Despeckling. Remote. Sens. 12(6): 1006 (2020) - [j39]Sara Mandelli, Davide Cozzolino, Paolo Bestagini, Luisa Verdoliva, Stefano Tubaro:
CNN-Based Fast Source Device Identification. IEEE Signal Process. Lett. 27: 1285-1289 (2020) - [j38]Sara Mandelli, Paolo Bestagini, Luisa Verdoliva, Stefano Tubaro:
Facing Device Attribution Problem for Stabilized Video Sequences. IEEE Trans. Inf. Forensics Secur. 15: 14-27 (2020) - [j37]Davide Cozzolino, Luisa Verdoliva:
Noiseprint: A CNN-Based Camera Model Fingerprint. IEEE Trans. Inf. Forensics Secur. 15: 144-159 (2020) - [c73]Michela Gravina, Diego Gragnaniello, Luisa Verdoliva, Giovanni Poggi, Iuri Corsini, Carlo Dani, Fabio Meneghin, Gianluca Lista, Salvatore Aversa, Francesco Raimondi, Fiorella Migliaro, Carlo Sansone:
Deep learning in the ultrasound evaluation of neonatal respiratory status. ICPR 2020: 10493-10499 - [i27]Davide Cozzolino, Francesco Marra, Diego Gragnaniello, Giovanni Poggi, Luisa Verdoliva:
Combining PRNU and noiseprint for robust and efficient device source identification. CoRR abs/2001.06440 (2020) - [i26]Luisa Verdoliva:
Media Forensics and DeepFakes: an overview. CoRR abs/2001.06564 (2020) - [i25]Sara Mandelli, Davide Cozzolino, Paolo Bestagini, Luisa Verdoliva, Stefano Tubaro:
CNN-based fast source device identification. CoRR abs/2001.11847 (2020) - [i24]Michela Gravina, Diego Gragnaniello, Luisa Verdoliva, Giovanni Poggi, Iuri Corsini, Carlo Dani, Fabio Meneghin, Gianluca Lista, Salvatore Aversa, Francesco Raimondi, Fiorella Migliaro, Carlo Sansone:
Deep learning in the ultrasound evaluation of neonatal respiratory status. CoRR abs/2011.00337 (2020) - [i23]Davide Cozzolino, Andreas Rössler, Justus Thies, Matthias Nießner, Luisa Verdoliva:
ID-Reveal: Identity-aware DeepFake Video Detection. CoRR abs/2012.02512 (2020) - [i22]Giulia Fracastoro, Enrico Magli, Giovanni Poggi, Giuseppe Scarpa, Diego Valsesia, Luisa Verdoliva:
Deep learning methods for SAR image despeckling: trends and perspectives. CoRR abs/2012.05508 (2020)
2010 – 2019
- 2019
- [j36]Luca D'Amiano, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva:
A PatchMatch-Based Dense-Field Algorithm for Video Copy-Move Detection and Localization. IEEE Trans. Circuits Syst. Video Technol. 29(3): 669-682 (2019) - [j35]Sergio Vitale, Davide Cozzolino, Giuseppe Scarpa, Luisa Verdoliva, Giovanni Poggi:
Guided Patchwise Nonlocal SAR Despeckling. IEEE Trans. Geosci. Remote. Sens. 57(9): 6484-6498 (2019) - [c72]Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva:
Extracting camera-based fingerprints for video forensics. CVPR Workshops 2019: 130-137 - [c71]Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Nießner:
FaceForensics++: Learning to Detect Manipulated Facial Images. ICCV 2019: 1-11 - [c70]Davide Cozzolino, Luisa Verdoliva, Giuseppe Scarpa, Giovanni Poggi:
Nonlocal Sar Image Despeckling by Convolutional Neural Networks. IGARSS 2019: 5117-5120 - [c69]Francesco Marra, Diego Gragnaniello, Luisa Verdoliva, Giovanni Poggi:
Do GANs Leave Artificial Fingerprints? MIPR 2019: 506-511 - [c68]Luisa Verdoliva, Paolo Bestagini:
Multimedia Forensics. ACM Multimedia 2019: 2701-2702 - [c67]Francesco Marra, Cristiano Saltori, Giulia Boato, Luisa Verdoliva:
Incremental learning for the detection and classification of GAN-generated images. WIFS 2019: 1-6 - [e1]Rémi Cogranne, Luisa Verdoliva, Siwei Lyu, Juan Ramón Troncoso-Pastoriza, Xinpeng Zhang:
Proceedings of the ACM Workshop on Information Hiding and Multimedia Security, IH&MMSec 2019, Paris, France, July 3-5, 2019. ACM 2019, ISBN 978-1-4503-6821-6 [contents] - [i21]Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Nießner:
FaceForensics++: Learning to Detect Manipulated Facial Images. CoRR abs/1901.08971 (2019) - [i20]Diego Gragnaniello, Francesco Marra, Giovanni Poggi, Luisa Verdoliva:
Perceptual Quality-preserving Black-Box Attack against Deep Learning Image Classifiers. CoRR abs/1902.07776 (2019) - [i19]Francesco Marra, Diego Gragnaniello, Luisa Verdoliva, Giovanni Poggi:
A Full-Image Full-Resolution End-to-End-Trainable CNN Framework for Image Forgery Detection. CoRR abs/1909.06751 (2019) - [i18]Francesco Marra, Cristiano Saltori, Giulia Boato, Luisa Verdoliva:
Incremental learning for the detection and classification of GAN-generated images. CoRR abs/1910.01568 (2019) - [i17]Davide Cozzolino, Justus Thies, Andreas Rössler, Matthias Nießner, Luisa Verdoliva:
SpoC: Spoofing Camera Fingerprints. CoRR abs/1911.12069 (2019) - 2018
- [j34]Francesco Marra, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva:
A deep learning approach for iris sensor model identification. Pattern Recognit. Lett. 113: 46-53 (2018) - [j33]Francescopaolo Sica, Davide Cozzolino, Luisa Verdoliva, Giovanni Poggi:
The Offset-Compensated Nonlocal Filtering of Interferometric Phase. Remote. Sens. 10(9): 1359 (2018) - [j32]Francesco Marra, Diego Gragnaniello, Luisa Verdoliva:
On the vulnerability of deep learning to adversarial attacks for camera model identification. Signal Process. Image Commun. 65: 240-248 (2018) - [j31]Francescopaolo Sica, Davide Cozzolino, Xiao Xiang Zhu, Luisa Verdoliva, Giovanni Poggi:
InSAR-BM3D: A Nonlocal Filter for SAR Interferometric Phase Restoration. IEEE Trans. Geosci. Remote. Sens. 56(6): 3456-3467 (2018) - [c66]Diego Gragnaniello, Francesco Marra, Giovanni Poggi, Luisa Verdoliva:
Analysis of Adversarial Attacks against CNN-based Image Forgery Detectors. EUSIPCO 2018: 967-971 - [c65]Sara Mandelli, Paolo Bestagini, Stefano Tubaro, Davide Cozzolino, Luisa Verdoliva:
Blind Detection and Localization of Video Temporal Splicing Exploiting Sensor-Based Footprints. EUSIPCO 2018: 1362-1366 - [c64]Davide Cozzolino, Luisa Verdoliva:
Camera-based Image Forgery Localization using Convolutional Neural Networks. EUSIPCO 2018: 1372-1376 - [c63]Sonia Tabti, Luisa Verdoliva, Giovanni Poggi:
Sparse-Coding Adapted to SAR Images with an Application to Despeckling. IGARSS 2018: 3695-3698 - [c62]Luisa Verdoliva:
Deep Learning in Multimedia Forensics. IH&MMSec 2018: 3 - [c61]Francesco Marra, Diego Gragnaniello, Davide Cozzolino, Luisa Verdoliva:
Detection of GAN-Generated Fake Images over Social Networks. MIPR 2018: 384-389 - [i16]Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Nießner:
FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces. CoRR abs/1803.09179 (2018) - [i15]Davide Cozzolino, Luisa Verdoliva:
Noiseprint: a CNN-based camera model fingerprint. CoRR abs/1808.08396 (2018) - [i14]Diego Gragnaniello, Francesco Marra, Giovanni Poggi, Luisa Verdoliva:
Analysis of adversarial attacks against CNN-based image forgery detectors. CoRR abs/1808.08426 (2018) - [i13]Davide Cozzolino, Luisa Verdoliva:
Camera-based Image Forgery Localization using Convolutional Neural Networks. CoRR abs/1808.09714 (2018) - [i12]Sara Mandelli, Paolo Bestagini, Luisa Verdoliva, Stefano Tubaro:
Facing Device Attribution Problem for Stabilized Video Sequences. CoRR abs/1811.01820 (2018) - [i11]Sergio Vitale, Davide Cozzolino, Giuseppe Scarpa, Luisa Verdoliva, Giovanni Poggi:
Guided patch-wise nonlocal SAR despeckling. CoRR abs/1811.11872 (2018) - [i10]Davide Cozzolino, Justus Thies, Andreas Rössler, Christian Riess, Matthias Nießner, Luisa Verdoliva:
ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery Detection. CoRR abs/1812.02510 (2018) - [i9]Francesco Marra, Diego Gragnaniello, Luisa Verdoliva, Giovanni Poggi:
Do GANs leave artificial fingerprints? CoRR abs/1812.11842 (2018) - 2017
- [j30]Francesco Marra, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva:
A study of co-occurrence based local features for camera model identification. Multim. Tools Appl. 76(4): 4765-4781 (2017) - [j29]Giovanni Chierchia, Mireille El Gheche, Giuseppe Scarpa, Luisa Verdoliva:
Multitemporal SAR Image Despeckling Based on Block-Matching and Collaborative Filtering. IEEE Trans. Geosci. Remote. Sens. 55(10): 5467-5480 (2017) - [j28]Francesco Marra, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva:
Blind PRNU-Based Image Clustering for Source Identification. IEEE Trans. Inf. Forensics Secur. 12(9): 2197-2211 (2017) - [j27]Luisa Verdoliva, Davide Cozzolino, Giovanni Poggi:
A Reliable Order-Statistics-Based Approximate Nearest Neighbor Search Algorithm. IEEE Trans. Image Process. 26(1): 237-250 (2017) - [c60]David Yambay, Benedict Becker, Naman Kohli, Daksha Yadav, Adam Czajka, Kevin W. Bowyer, Stephanie Schuckers, Richa Singh, Mayank Vatsa, Afzel Noore, Diego Gragnaniello, Carlo Sansone, Luisa Verdoliva, Lingxiao He, Yiwei Ru, Haiqing Li, Nianfeng Liu, Zhenan Sun, Tieniu Tan:
LivDet iris 2017 - Iris liveness detection competition 2017. IJCB 2017: 733-741 - [c59]Davide Cozzolino, Francesco Marra, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva:
PRNU-Based Forgery Localization in a Blind Scenario. ICIAP (2) 2017: 569-579 - [c58]Patrick Mullan, Davide Cozzolino, Luisa Verdoliva, Christian Riess:
Residual-based forensic comparison of video sequences. ICIP 2017: 1507-1511 - [c57]Davide Cozzolino, Gerardo Di Martino, Giovanni Poggi, Luisa Verdoliva:
A fully convolutional neural network for low-complexity single-stage ship detection in Sentinel-1 SAR images. IGARSS 2017: 886-889 - [c56]Giovanni Chierchia, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva:
SAR image despeckling through convolutional neural networks. IGARSS 2017: 5438-5441 - [c55]Raffaele Gaetano, Davide Cozzolino, Luca D'Amiano, Luisa Verdoliva, Giovanni Poggi:
Fusion of sar-optical data for land cover monitoring. IGARSS 2017: 5470-5473 - [c54]Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva:
Recasting Residual-based Local Descriptors as Convolutional Neural Networks: an Application to Image Forgery Detection. IH&MMSec 2017: 159-164 - [c53]Marco Castelluccio, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva:
Training convolutional neural networks for semantic classification of remote sensing imagery. JURSE 2017: 1-4 - [c52]Giuseppe Masi, Davide Cozzolino, Luisa Verdoliva, Giuseppe Scarpa:
CNN-based pansharpening of multi-resolution remote-sensing images. JURSE 2017: 1-4 - [c51]Dario D'Avino, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva:
Autoencoder with recurrent neural networks for video forgery detection. Media Watermarking, Security, and Forensics 2017: 92-99 - [c50]Marco Castelluccio, Carlo Sansone, Luisa Verdoliva, Giovanni Poggi:
Automatically analyzing groups of crashes for finding correlations. ESEC/SIGSOFT FSE 2017: 717-726 - [i8]Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva:
Recasting Residual-based Local Descriptors as Convolutional Neural Networks: an Application to Image Forgery Detection. CoRR abs/1703.04615 (2017) - [i7]Luca D'Amiano, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva:
A PatchMatch-based Dense-field Algorithm for Video Copy-Move Detection and Localization. CoRR abs/1703.04636 (2017) - [i6]Giovanni Chierchia, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva:
SAR image despeckling through convolutional neural networks. CoRR abs/1704.00275 (2017) - [i5]Dario D'Avino, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva:
Autoencoder with recurrent neural networks for video forgery detection. CoRR abs/1708.08754 (2017) - 2016
- [j26]Diego Gragnaniello, Carlo Sansone, Luisa Verdoliva:
Cell image classification by a scale and rotation invariant dense local descriptor. Pattern Recognit. Lett. 82: 72-78 (2016) - [j25]Diego Gragnaniello, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva:
Using iris and sclera for detection and classification of contact lenses. Pattern Recognit. Lett. 82: 251-257 (2016) - [j24]Giuseppe Masi, Davide Cozzolino, Luisa Verdoliva, Giuseppe Scarpa:
Pansharpening by Convolutional Neural Networks. Remote. Sens. 8(7): 594 (2016) - [j23]Luisa Verdoliva:
Handbook of Digital Forensics of Multimedia Data and Devices [Book Reviews]. IEEE Signal Process. Mag. 33(1): 164-165 (2016) - [j22]Diego Gragnaniello, Giovanni Poggi, Giuseppe Scarpa, Luisa Verdoliva:
SAR Image Despeckling by Soft Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(6): 2118-2130 (2016) - [j21]Gerardo Di Martino, Alessio Di Simone, Antonio Iodice, Giovanni Poggi, Daniele Riccio, Luisa Verdoliva:
Scattering-Based SARBM3D. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(6): 2131-2144 (2016) - [c49]Diego Gragnaniello, Carlo Sansone, Giovanni Poggi, Luisa Verdoliva:
Biometric Spoofing Detection by a Domain-Aware Convolutional Neural Network. SITIS 2016: 193-198 - [c48]Nadia Brancati, Diego Gragnaniello, Luisa Verdoliva:
Scale Invariant Descriptor for Content Based Image Retrieval in Biomedical Applications. SITIS 2016: 199-203 - [c47]Davide Cozzolino, Luisa Verdoliva:
Single-image splicing localization through autoencoder-based anomaly detection. WIFS 2016: 1-6 - [c46]Francesco Marra, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva:
Correlation clustering for PRNU-based blind image source identification. WIFS 2016: 1-6 - 2015
- [j20]Luisa Verdoliva, Raffaele Gaetano, Giuseppe Ruello, Giovanni Poggi:
Optical-Driven Nonlocal SAR Despeckling. IEEE Geosci. Remote. Sens. Lett. 12(2): 314-318 (2015) - [j19]Diego Gragnaniello, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva:
Local contrast phase descriptor for fingerprint liveness detection. Pattern Recognit. 48(4): 1050-1058 (2015) - [j18]Diego Gragnaniello, Carlo Sansone, Luisa Verdoliva:
Iris liveness detection for mobile devices based on local descriptors. Pattern Recognit. Lett. 57: 81-87 (2015) - [j17]Francescopaolo Sica, Diego Reale, Giovanni Poggi, Luisa Verdoliva, Gianfranco Fornaro:
Nonlocal Adaptive Multilooking in SAR Multipass Differential Interferometry. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(4): 1727-1742 (2015) - [j16]Raffaele Gaetano, Giuseppe Masi, Giovanni Poggi, Luisa Verdoliva, Giuseppe Scarpa:
Marker-Controlled Watershed-Based Segmentation of Multiresolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 53(6): 2987-3004 (2015) - [j15]Diego Gragnaniello, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva:
An Investigation of Local Descriptors for Biometric Spoofing Detection. IEEE Trans. Inf. Forensics Secur. 10(4): 849-863 (2015) - [j14]Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva:
Efficient Dense-Field Copy-Move Forgery Detection. IEEE Trans. Inf. Forensics Secur. 10(11): 2284-2297 (2015) - [c45]Pedro Tome, Ramachandra Raghavendra, Christoph Busch, Santosh Tirunagari, Norman Poh, B. H. Shekar, Diego Gragnaniello, Carlo Sansone, Luisa Verdoliva, Sébastien Marcel:
The 1st Competition on Counter Measures to Finger Vein Spoofing Attacks. ICB 2015: 513-518 - [c44]Francesco Marra, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva:
Evaluation of Residual-Based Local Features for Camera Model Identification. ICIAP Workshops 2015: 11-18 - [c43]Luca D'Amiano, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva:
Video forgery detection and localization based on 3D patchmatch. ICME Workshops 2015: 1-6 - [c42]Diego Gragnaniello, Giovanni Poggi, Giuseppe Scarpa, Luisa Verdoliva:
SAR despeckling based on soft classification. IGARSS 2015: 2378-2381 - [c41]Francesco Marra, Giovanni Poggi, Fabio Roli, Carlo Sansone, Luisa Verdoliva:
Counter-forensics in machine learning based forgery detection. Media Watermarking, Security, and Forensics 2015: 94090L - [c40]Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva:
Splicebuster: A new blind image splicing detector. WIFS 2015: 1-6 - [i4]Marco Castelluccio, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva:
Land Use Classification in Remote Sensing Images by Convolutional Neural Networks. CoRR abs/1508.00092 (2015) - [i3]Luisa Verdoliva, Davide Cozzolino, Giovanni Poggi:
A reliable order-statistics-based approximate nearest neighbor search algorithm. CoRR abs/1509.03453 (2015) - 2014
- [j13]Davide Cozzolino, Sara Parrilli, Giuseppe Scarpa, Giovanni Poggi, Luisa Verdoliva:
Fast Adaptive Nonlocal SAR Despeckling. IEEE Geosci. Remote. Sens. Lett. 11(2): 524-528 (2014) - [j12]Charles-Alban Deledalle, Loïc Denis, Giovanni Poggi, Florence Tupin, Luisa Verdoliva:
Exploiting Patch Similarity for SAR Image Processing: The nonlocal paradigm. IEEE Signal Process. Mag. 31(4): 69-78 (2014) - [j11]Raffaele Gaetano, Donato Amitrano, Giuseppe Masi, Giovanni Poggi, Giuseppe Ruello, Luisa Verdoliva, Giuseppe Scarpa:
Exploration of Multitemporal COSMO-SkyMed Data via Interactive Tree-Structured MRF Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(7): 2763-2775 (2014) - [j10]Gerardo Di Martino, Mariana Poderico, Giovanni Poggi, Daniele Riccio, Luisa Verdoliva:
Benchmarking Framework for SAR Despeckling. IEEE Trans. Geosci. Remote. Sens. 52(3): 1596-1615 (2014) - [j9]Giovanni Chierchia, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva:
A Bayesian-MRF Approach for PRNU-Based Image Forgery Detection. IEEE Trans. Inf. Forensics Secur. 9(4): 554-567 (2014) - [c39]Giovanni Chierchia, Davide Cozzolino, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva:
Guided filtering for PRNU-based localization of small-size image forgeries. ICASSP 2014: 6231-6235 - [c38]Davide Cozzolino, Diego Gragnaniello, Luisa Verdoliva:
Image forgery detection through residual-based local descriptors and block-matching. ICIP 2014: 5297-5301 - [c37]Davide Cozzolino, Diego Gragnaniello, Luisa Verdoliva:
Image forgery localization through the fusion of camera-based, feature-based and pixel-based techniques. ICIP 2014: 5302-5306 - [c36]Francesco Marra, Fabio Roli, Davide Cozzolino, Carlo Sansone, Luisa Verdoliva:
Attacking the triangle test in sensor-based camera identification. ICIP 2014: 5307-5311 - [c35]Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva:
Copy-move forgery detection based on PatchMatch. ICIP 2014: 5312-5316 - [c34]Diego Gragnaniello, Carlo Sansone, Luisa Verdoliva:
Biologically-Inspired Dense Local Descriptor for Indirect Immunofluorescence Image Classification. I3A@ICPR 2014: 1-5 - [c33]Luisa Verdoliva, Donato Amitrano, Raffaele Gaetano, Giuseppe Ruello, Giovanni Poggi:
SAR despeckling guided by an optical image. IGARSS 2014: 3698-3701 - [c32]Raffaele Gaetano, Donato Amitrano, Giuseppe Masi, Giovanni Poggi, Giuseppe Ruello, Luisa Verdoliva, Giuseppe Scarpa:
Interactive segmentation of high resolution synthetic aperture radar data by tree-structured MRF. IGARSS 2014: 3734-3737 - [c31]Diego Gragnaniello, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva:
Contact Lens Detection and Classification in Iris Images through Scale Invariant Descriptor. SITIS 2014: 560-565 - [c30]Luisa Verdoliva, Davide Cozzolino, Giovanni Poggi:
A feature-based approach for image tampering detection and localization. WIFS 2014: 149-154 - 2013
- [j8]Giovanni Poggi, Davide Cozzolino, Luisa Verdoliva:
Self-organizing maps for the design of multiple description vector quantizers. Neurocomputing 122: 298-309 (2013) - [c29]Gerardo Di Martino, Giovanni Pecoraro, Giovanni Poggi, Daniele Riccio, Luisa Verdoliva:
Extracting Compact Information from Image Benchmarking Tools: The SAR Despeckling Case. ICIAP (2) 2013: 11-20 - [c28]Davide Cozzolino, Francesco Gargiulo, Carlo Sansone, Luisa Verdoliva:
Multiple Classifier Systems for Image Forgery Detection. ICIAP (2) 2013: 259-268 - [c27]Giuseppe Scarpa, Giuseppe Masi, Raffaele Gaetano, Luisa Verdoliva, Giovanni Poggi:
Dynamic Hierarchical Segmentation of Remote Sensing Images. ICIAP (1) 2013: 371-380 - [c26]Gerardo Di Martino, Giovanni Poggi, Daniele Riccio, Luisa Verdoliva:
Effects of despeckling on the estimation of fractal dimension from SAR images. IGARSS 2013: 3950-3953 - [c25]Giovanni Chierchia, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva:
PRNU-based forgery detection with regularity constraints and global optimization. MMSP 2013: 236-241 - [i2]Davide Cozzolino, Diego Gragnaniello, Luisa Verdoliva:
A novel framework for image forgery localization. CoRR abs/1311.6932 (2013) - [i1]Davide Cozzolino, Diego Gragnaniello, Luisa Verdoliva:
Image forgery detection based on the fusion of machine learning and block-matching methods. CoRR abs/1311.6934 (2013) - 2012
- [j7]Sara Parrilli, Mariana Poderico, Cesario Vincenzo Angelino, Luisa Verdoliva:
A Nonlocal SAR Image Denoising Algorithm Based on LLMMSE Wavelet Shrinkage. IEEE Trans. Geosci. Remote. Sens. 50(2): 606-616 (2012) - [c24]Gerardo Di Martino, Mariana Poderico, Giovanni Poggi, Daniele Riccio, Luisa Verdoliva:
SAR image simulation for the assessment of despeckling techniques. IGARSS 2012: 1797-1800 - [c23]Giuseppe Scarpa, Giuseppe Masi, Luisa Verdoliva, Giovanni Poggi, Raffaele Gaetano:
Recursive-TFR Algorithm for Segmentation of Remotely Sensed Images. SITIS 2012: 174-181 - [c22]Davide Cozzolino, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva:
A Comparative Analysis of Forgery Detection Algorithms. SSPR/SPR 2012: 693-700 - [c21]Diego Gragnaniello, Giovanni Poggi, Luisa Verdoliva:
Classification-based nonlocal SAR despeckling. TyWRRS 2012: 121-125 - [c20]Giovanni Poggi, Francescopaolo Sica, Luisa Verdoliva, Gianfranco Fornaro, Diego Reale, Simona Verde:
Non-local methods for filtering interferometric SAR datasets. TyWRRS 2012: 136-139 - [c19]Marcella Matrecano, Giovanni Poggi, Luisa Verdoliva:
Improved BM3D for Correlated Noise Removal. VISAPP (1) 2012: 129-134 - 2011
- [c18]Giovanni Chierchia, Sara Parrilli, Giovanni Poggi, Luisa Verdoliva, Carlo Sansone:
PRNU-based detection of small-size image forgeries. DSP 2011: 1-6 - [c17]Nicola Cimminiello, Lorenzo Sorgi, Luisa Verdoliva:
Image Focusing Using Gauss-Laguerre Circular Harmonic Filters. JURSE 2011: 309-312 - 2010
- [c16]Sara Parrilli, Mariana Poderico, Cesario Vincenzo Angelino, Giuseppe Scarpa, Luisa Verdoliva:
A nonlocal approach for SAR image denoising. IGARSS 2010: 726-729 - [c15]Giovanni Chierchia, Sara Parrilli, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva:
On the influence of denoising in PRNU based forgery detection. MiFor@MM 2010: 117-122 - [c14]Mariana Poderico, Sara Parrilli, Giovanni Poggi, Luisa Verdoliva:
Sigmoid shrinkage for BM3D denoising algorithm. MMSP 2010: 423-426
2000 – 2009
- 2008
- [c13]Giovanni Poggi, Luisa Verdoliva:
Design of low-resolution multiple description vector quantizers by means of the Self Organizing Maps. EUSIPCO 2008: 1-5 - [c12]Sara Parrilli, Luisa Verdoliva, Giovanni Poggi:
A SPIHT-like image coder based on the contourlet transform. ICIP 2008: 2908-2911 - 2007
- [j6]Marco Cagnazzo, Sara Parrilli, Giovanni Poggi, Luisa Verdoliva:
Costs and Advantages of Object-Based Image Coding with Shape-Adaptive Wavelet Transform. EURASIP J. Image Video Process. 2007 (2007) - [j5]Marco Cagnazzo, Sara Parrilli, Giovanni Poggi, Luisa Verdoliva:
Improved Class-Based Coding of Multispectral Images With Shape-Adaptive Wavelet Transform. IEEE Geosci. Remote. Sens. Lett. 4(4): 566-570 (2007) - [j4]Marco Cagnazzo, Giovanni Poggi, Luisa Verdoliva:
Region-Based Transform Coding of Multispectral Images. IEEE Trans. Image Process. 16(12): 2916-2926 (2007) - 2006
- [j3]Marco Cagnazzo, Luca Cicala, Giovanni Poggi, Luisa Verdoliva:
Low-complexity compression of multispectral images based on classified transform coding. Signal Process. Image Commun. 21(10): 850-861 (2006) - [c11]Marco Cagnazzo, Raffaele Gaetano, Sara Parrilli, Luisa Verdoliva:
Region based compression of multispectral images by classified KLT. EUSIPCO 2006: 1-5 - [c10]Marco Cagnazzo, Raffaele Gaetano, Sara Parrilli, Luisa Verdoliva:
Adaptive Region-Based Compression of Multispectral Images. ICIP 2006: 3249-3252 - 2005
- [c9]Marco Cagnazzo, Luca Cicala, Giovanni Poggi, Giuseppe Scarpa, Luisa Verdoliva:
An unsupervised segmentation-based coder for multispectral images. EUSIPCO 2005: 1-4 - [c8]Marco Cagnazzo, Giovanni Poggi, Luisa Verdoliva:
Costs and advantages of shape-adaptive wavelet transform for region-based image coding. ICIP (3) 2005: 197-200 - [c7]Marco Cagnazzo, Giovanni Poggi, Luisa Verdoliva:
A comparison of flat and object-based transform coding techniques for the compression of multispectral images. ICIP (1) 2005: 657-660 - 2004
- [c6]Marco Cagnazzo, Giovanni Poggi, Luisa Verdoliva, Andrea Zinicola:
Region-oriented compression of multispfctral images by shape-adaptive wavelet transform and sphit. ICIP 2004: 2459-2462 - [c5]Marco Cagnazzo, Giovanni Poggi, Giuseppe Scarpa, Luisa Verdoliva:
Compression of multitemporal remote sensing images through Bayesian segmentation. IGARSS 2004: 83 - 2002
- [c4]Donatella Darsena, Giacinto Gelli, Luigi Paura, Luisa Verdoliva:
Performance analysis of LCL-PTV narrowband interference suppression algorithms. DSP 2002: 643-646 - [c3]Marco Cagnazzo, Giovanni Poggi, Luisa Verdoliva:
Low-Complexity Scalable Video Coding through Table Lookup VQ and Index Coding. IDMS/PROMS 2002: 166-175 - [c2]Marco Cagnazzo, Giovanni Poggi, Luisa Verdoliva:
The advantage of segmentation in SAR image compression. IGARSS 2002: 3320-3322 - 2001
- [j2]Ciro D'Elia, Giovanni Poggi, Luisa Verdoliva:
Compression of SAR raw data through range focusing and variable-rate trellis-coded quantization. IEEE Trans. Image Process. 10(9): 1278-1287 (2001) - 2000
- [j1]Giovanni Poggi, Arturo R. P. Ragozini, Luisa Verdoliva:
Compression of SAR data through range focusing and variable-rate vector quantization. IEEE Trans. Geosci. Remote. Sens. 38(3): 1282-1289 (2000) - [c1]Giacinto Gelli, Luigi Paura, Luisa Verdoliva:
Adaptive interference suppression in CDMA systems by LCL-PTV filtering. EUSIPCO 2000: 1-4
Coauthor Index
[j49] [c98] [c97] [c96] [c95] [c94] [i48] [i47] [i46] [i45] [j47] [c93] [c92] [c91] [c90] [i43] [i42] [i40] [i39] [j46] [c85] [c81] [p3] [i37] [i36] [i35] [i33] [i31] [c79] [c78] [c77] [c74] [i30] [i29] [i28] [j43] [j40] [j39] [j37] [i27] [i25] [i23] [j36] [j35] [c72] [c71] [c70] [i21] [i17] [j33] [j31] [c65] [c64] [c61] [i16] [i15] [i13] [i11] [i10] [j27] [c59] [c58] [c57] [c56] [c55] [c54] [c52] [c51] [i8] [i7] [i6] [i5] [j24] [c47] [j14] [c43] [c40] [i3] [j13] [c39] [c38] [c37] [c36] [c35] [c30] [j8] [c28] [i2] [i1] [c22]
[j49] [c98] [c97] [c96] [c94] [i48] [i47] [i46] [i45] [c92] [c90] [i43] [i42] [i39] [c86] [c81] [i36] [i33] [j45] [c80] [c77] [c76] [c74] [i30] [i28] [j44] [j43] [j40] [c73] [i27] [i24] [i22] [j36] [j35] [c72] [c70] [c69] [i20] [i19] [j34] [j33] [j31] [c66] [c63] [i14] [i11] [i9] [j30] [j28] [j27] [c59] [c57] [c56] [c55] [c54] [c53] [c51] [c50] [i8] [i7] [i6] [i5] [j25] [j22] [j21] [c49] [c46] [j20] [j19] [j17] [j16] [j15] [j14] [c44] [c43] [c42] [c41] [c40] [i4] [i3] [j13] [j12] [j11] [j10] [j9] [c39] [c35] [c33] [c32] [c31] [c30] [j8] [c29] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c15] [c14] [c13] [c12] [j6] [j5] [j4] [j3] [c9] [c8] [c7] [c6] [c5] [c3] [c2] [j2] [j1]
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