Irene Amerini

Pubblicazioni

Titolo Pubblicato in Anno
Editorial for pattern recognition letters special issue on Advances in Disinformation Detection and Media Forensics PATTERN RECOGNITION LETTERS 2024
Enhancing Manatee Aggregation Counting Through Augmentation and Cross-Domain Learning IEEE ACCESS 2024
Estimating optical flow: A comprehensive review of the state of the art COMPUTER VISION AND IMAGE UNDERSTANDING 2024
ABC-CapsNet: Attention based Cascaded Capsule Network for Audio Deepfake Detection 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2024
Learning from Unlabelled data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial Images IGARSS 2024. 2024 IEEE International Geoscience and Remote Sensing Symposium 2024
Continuous fake media detection: Adapting deepfake detectors to new generative techniques COMPUTER VISION AND IMAGE UNDERSTANDING 2024
Robust CLIP-Based Detector for Exposing Diffusion Model-Generated Images Proceedings - IEEE International Conference on Advanced Video and Signal-Based Surveillance, AVSS 2024
A Semantic Segmentation-Guided Approach for Ground-to-Aerial Image Matching International Geoscience and Remote Sensing Symposium (IGARSS) 2024
Lightweight and Energy-Aware Monocular Depth Estimation Models for IoT Embedded Devices: Challenges and Performances in Terrestrial and Underwater Scenarios SENSORS 2023
METER: a mobile vision transformer architecture for monocular depth estimation IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2023
A deep-learning–based antifraud system for car-insurance claims EXPERT SYSTEMS WITH APPLICATIONS 2023
Media Forensics and the Challenge of Big Data (Dagstuhl Seminar 23021) DAGSTUHL REPORTS 2023
Why Don't You Speak?: A Smartphone Application to Engage Museum Visitors Through Deepfakes Creation Proceedings of the 5th Workshop on analySis, Understanding and proMotion of heritAge Contents (SUMAC '23). Association for Computing Machinery, New York, NY, USA 2023
An Automated Ground-to-Aerial Viewpoint Localization for Content Verification 24th International Conference on Digital Signal Processing (DSP), Rhodes (Rodos), Greece, 2023 2023
On the use of Stable Diffusion for creating realistic faces: from generation to detection 11th International Workshop on Biometrics and Forensics (IWBF) 2023
Image Watermarking Backdoor Attacks in CNN-Based Classification Tasks Rousseau, JJ., Kapralos, B. (eds) Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges. 2023
Deepfakes Audio Detection Leveraging Audio Spectrogram and Convolutional Neural Networks Image Analysis and Processing – ICIAP 2023: 22nd International Conference, ICIAP 2023, Udine, Italy, September 11–15, 2023, Proceedings, Part II 2023
BHAC-MRI: Backdoor and Hybrid Attacks on MRI Brain Tumor Classification Using CNN Foresti, G.L., Fusiello, A., Hancock, E. (eds) Image Analysis and Processing – ICIAP 2023. ICIAP 2023. Lecture Notes in Computer Science, vol 14234. Springer, Cham. 2023
INTELLIGENZA ARTIFICIALE E RICONOSCIMENTO DI VOLTI ATTI DEL XXIX CONGRESSO AIP 2023
Convolutional neural networks combined with feature selection for radio-frequency fingerprinting COMPUTATIONAL INTELLIGENCE 2023

ERC

  • PE6_8
  • PE6_11
  • PE7_7

KET

  • Big data & computing

Interessi di ricerca

  • Machine learning and deep learning for computer vision and pattern recognition

  • Multimedia forensics and deepfake analysis

  • Digital image and video processing

Keywords

Computer Science - Computer Vision and Pattern Recognition
multimedia forensics
Deep Learning Image Processing
Digital image processing

Gruppi di ricerca

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