Search Results for author: Maya Aghaei

Found 9 papers, 1 papers with code

Exploring the Effectiveness of Dataset Synthesis: An application of Apple Detection in Orchards

no code implementations20 Jun 2023 Alexander van Meekeren, Maya Aghaei, Klaas Dijkstra

These findings illustrate the potential of synthetic data generation techniques as a viable alternative to the collection of extensive training data for object detection models.

Object object-detection +3

The Big Data Myth: Using Diffusion Models for Dataset Generation to Train Deep Detection Models

no code implementations16 Jun 2023 Roy Voetman, Maya Aghaei, Klaas Dijkstra

This study illustrates the potential of synthetic data generation techniques as a viable alternative to the collection of extensive training data for the training of deep models.

Object object-detection +2

Crime scene classification from skeletal trajectory analysis in surveillance settings

no code implementations4 Jul 2022 Alina-Daniela Matei, Estefania Talavera, Maya Aghaei

Next, given the availability of the trajectory-level ground truth, we introduce a trajectory-based crime classification framework.

Classification Crime Prediction +1

Hyper-Spectral Imaging for Overlapping Plastic Flakes Segmentation

no code implementations23 Mar 2022 Guillem Martinez, Maya Aghaei, Martin Dijkstra, Bhalaji Nagarajan, Femke Jaarsma, Jaap van de Loosdrecht, Petia Radeva, Klaas Dijkstra

Given the hyper-spectral imaging unique potentials in grasping the polymer characteristics of different materials, it is commonly used in sorting procedures.

HR-Crime: Human-Related Anomaly Detection in Surveillance Videos

no code implementations31 Jul 2021 Kayleigh Boekhoudt, Alina Matei, Maya Aghaei, Estefanía Talavera

We rely on state-of-the-art techniques to build the feature extraction pipeline for human-related anomaly detection.

Anomaly Detection In Surveillance Videos

Obstacle Detection for BVLOS Drones

no code implementations21 Jun 2021 Jan Moros Esteban, Jaap van de Loosdrecht, Maya Aghaei

With the introduction of new regulations in the European Union, the future of Beyond Visual Line Of Sight (BVLOS) drones is set to bloom.

Data Augmentation object-detection +1

Single Image Human Proxemics Estimation for Visual Social Distancing

1 code implementation3 Nov 2020 Maya Aghaei, Matteo Bustreo, Yiming Wang, Gianluca Bailo, Pietro Morerio, Alessio Del Bue

In this work, we address the problem of estimating the so-called "Social Distancing" given a single uncalibrated image in unconstrained scenarios.

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