3 papers
eess.IV2026
Prompt-Guided Prefiltering for VLM Image Compression
Bardia Azizian, Ivan V. Bajic
The rapid progress of large Vision-Language Models (VLMs) has enabled a wide range of applications, such as image understanding and Visual Question Answering (VQA). Query images ar…
eess.IV2024
Privacy-Preserving Autoencoder for Collaborative Object Detection
Bardia Azizian, Ivan V. Bajic
Privacy is a crucial concern in collaborative machine vision where a part of a Deep Neural network (DNN) model runs on the edge, and the rest is executed on the cloud. In such appl…
eess.IV2022
Privacy-Preserving Feature Coding for Machines
Bardia Azizian, Ivan V. Bajić
Automated machine vision pipelines do not need the exact visual content to perform their tasks. Therefore, there is a potential to remove private information from the data without…