Publications

(2025). Embedding-based pair generation for contrastive representation learning in audio-visual surveillance data. Frontiers in Robotics & AI.
(2024). Privacy-preserving visual analysis: training video obfuscation models without sensitive labels. Applied Intelligence.
(2022). An Opt-in Framework for Privacy Protection in Audio-Based Applications. IEEE Pervasive Computing.
(2022). Selective manipulation of disentangled representations for privacy-aware facial image processing. In MLCS @ ECML PKDD 2022.
(2019). Driver Monitoring Using Sparse Representation With Part-Based Temporal Face Descriptors. IEEE T-ITS.
(2018). Clustering Trajectories in Heterogeneous Representations for Video Event Detection. IEEE ICIP 2018.
(2018). USEAQ: Ultra-Fast Superpixel Extraction via Adaptive Sampling From Quantized Regions. IEEE T-IP.
(2018). Spatiotemporal Coherence-Based Annotation Placement for Surveillance Videos. IEEE T-CSVT.
(2017). Event based surveillance video synopsis using trajectory kinematics descriptors. IAPR MVA 2017.