A comprehensive survey of transformers for computer vision
As a special type of transformer, vision transformers (ViTs) can be used for various computer
vision (CV) applications. Convolutional neural networks (CNNs) have several potential …
vision (CV) applications. Convolutional neural networks (CNNs) have several potential …
An overview of recent work in media forensics: Methods and threats
In this paper, we review recent work in media forensics for digital images, video, audio
(specifically speech), and documents. For each data modality, we discuss synthesis and …
(specifically speech), and documents. For each data modality, we discuss synthesis and …
Emergency events detection based on integration of federated learning and active learning
K Alfalqi, M Bellaiche - International Journal of Information Technology, 2023 - Springer
Social media networks now make it easy to access, in real-time, massive amounts of
information from all over the world. They are often the primary source of information for …
information from all over the world. They are often the primary source of information for …
Deep learning for precipitation nowcasting: A survey from the perspective of time series forecasting
Deep learning-based time series forecasting has dominated the short-term precipitation
forecasting field with the help of its ability to estimate motion flow in high-resolution datasets …
forecasting field with the help of its ability to estimate motion flow in high-resolution datasets …
[PDF][PDF] An overview on the generation and detection of synthetic and manipulated satellite images
Due to the reduction of technological costs and the increase of satellite launches, satellite
images are becoming more popular and easier to obtain. Besides serving benevolent …
images are becoming more popular and easier to obtain. Besides serving benevolent …
An overview of recent work in multimedia forensics
An Overview of Recent Work in Multimedia Forensics Toggle navigation IEEE Computer
Society Digital Library Jobs Tech News Resource Center Press Room Advertising About Us …
Society Digital Library Jobs Tech News Resource Center Press Room Advertising About Us …
CDS-Net: Cooperative dual-stream network for image manipulation detection
H Wang, J Deng, X Lin, W Tang, S Wang - Pattern Recognition Letters, 2023 - Elsevier
To accurately locate manipulated regions, many existing approaches employ a dual-stream
framework to extract a wide range of manipulation clues, including local noise, edge …
framework to extract a wide range of manipulation clues, including local noise, edge …
Comparative analysis of vision transformer models for facial emotion recognition using augmented balanced datasets
Facial emotion recognition (FER) has a huge importance in the field of human–machine
interface. Given the intricacies of human facial expressions and the inherent variations in …
interface. Given the intricacies of human facial expressions and the inherent variations in …
LLM-Enhanced multimodal detection of fake news
J Wang, Z Zhu, C Liu, R Li, X Wu - PloS one, 2024 - journals.plos.org
Fake news detection is growing in importance as a key topic in the information age.
However, most current methods rely on pre-trained small language models (SLMs), which …
However, most current methods rely on pre-trained small language models (SLMs), which …
Learning from synthetic InSAR with vision transformers: The case of volcanic unrest detection
NI Bountos, D Michail… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The detection of early signs of volcanic unrest preceding an eruption in the form of ground
deformation in interferometric synthetic aperture radar (InSAR) data is critical for assessing …
deformation in interferometric synthetic aperture radar (InSAR) data is critical for assessing …