Irene Amerini

Pubblicazioni

Titolo Pubblicato in Anno
Lightweight 3-D Convolutional Occupancy Networks for Virtual Object Reconstruction IEEE COMPUTER GRAPHICS AND APPLICATIONS 2024
D-Fence layer: an ensemble framework for comprehensive deepfake detection MULTIMEDIA TOOLS AND APPLICATIONS 2024
Optimize Vision Transformer Architecture via Efficient Attention Modules: A Study on the Monocular Depth Estimation Task Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
A guided-based approach for deepfake detection: RGB-depth integration via features fusion PATTERN RECOGNITION LETTERS 2024
A Survey on Efficient Vision Transformers: Algorithms, Techniques, and Performance Benchmarking IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 2024
CMDD: A novel multimodal two-stream CNN deepfakes detector Proceedings of the 4th Workshop on Reducing Online Misinformation through Credible Information Retrieval co-located with the 46th European Conference on Information Retrieval (ECIR 2024) 2024
Human Versus Machine: A Comparative Analysis in Detecting Artificial Intelligence-Generated Images IEEE SECURITY & PRIVACY 2024
D4D: An RGBD diffusion model to boost monocular depth estimation IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2024
Detecting audio deepfakes: integrating CNN and BiLSTM with multi-feature concatenation IH&MMSec '24: Proceedings of the 2024 ACM Workshop on Information Hiding and Multimedia Security 2024
Tuning parameters of deep neural network training algorithms pays off: a computational study TOP 2024
Multi Pattern Features-Based Spoofing Detection Mechanism Using One Class Learning IEEE ACCESS 2024
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
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

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

Progetti di Ricerca

Gruppi di ricerca

Cybersecurity

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