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Mahdyar Ravanbakhsh

3 accepted papers

2022

Unsupervised Contrastive Hashing for Cross-Modal Retrieval in Remote Sensing

ICASSP 2022accepted

The development of cross-modal retrieval systems that can search and retrieve semantically relevant data across different modalities based on a query in any modality has attracted great attention in remote sensing (RS). In this paper, we focus our attention on cross-modal text-image retrieval, where…

Cited by 0SourceScholar
2020

Human-Machine Collaboration for Medical Image Segmentation

ICASSP 2020accepted

Image segmentation is a ubiquitous step in almost any medical image study. Deep learning-based approaches achieve state-of-the-art in the majority of image segmentation benchmarks. However, end-to-end training of such models requires sufficient annotation. In this paper, we propose a method based on…

Cited by 0SourceScholar
2018

a Multi-Perspective Approach to Anomaly Detection for Self -Aware Embodied Agents

ICASSP 2018accepted

This paper focuses on multi-sensor anomaly detection for moving cognitive agents using both external and private first-person visual observations. Both observation types are used to characterize agents motion in a given environment. The proposed method generates locally uniform motion models by divi…

Cited by 0SourceScholar