Mariana-Iuliana Georgescu

Object-Centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video

Radu Tudor Ionescu, Fahad Shahbaz Khan, Mariana-Iuliana Georgescu et al. · 2019 · 408 citations

Anomaly Detection, Machine Learning, Engineering +19

Local Learning With Deep and Handcrafted Features for Facial Expression Recognition

Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Marius Popescu · IEEE Access · 2019 · 321 citations · Full text

UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection

Andra Acsintoae, Andrei Florescu, Mariana-Iuliana Georgescu et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 140 citations

Anomaly Detection, Image Analysis, Data Science +15

Multimodal Multi-Head Convolutional Attention with Various Kernel Sizes for Medical Image Super-Resolution

Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Andreea-Iuliana Ionescu et al. · 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2023 · 101 citations

Engineering, Advanced Imaging, Attention +20

SSMTL++: Revisiting self-supervised multi-task learning for video anomaly detection

Antonio Bărbălau, Radu Tudor Ionescu, Mariana-Iuliana Georgescu et al. · Computer Vision and Image Understanding · 2023 · 90 citations

Anomaly Detection, Machine Learning, Data Science +8