4 citations · 10 across the 8 of their papers we have counts for
9 papers
Exploring the Effectiveness of Dataset Synthesis: An application of Apple Detection in Orchards
Alexander van Meekeren, Maya Aghaei, Klaas Dijkstra
Deep object detection models have achieved notable successes in recent years, but one major obstacle remains: the requirement for a large amount of training data. Obtaining such da…
The Big Data Myth: Using Diffusion Models for Dataset Generation to Train Deep Detection Models
Roy Voetman, Maya Aghaei, Klaas Dijkstra
Despite the notable accomplishments of deep object detection models, a major challenge that persists is the requirement for extensive amounts of training data. The process of procu…
Crime scene classification from skeletal trajectory analysis in surveillance settings
Alina-Daniela Matei, Estefania Talavera, Maya Aghaei
Video anomaly analysis is a core task actively pursued in the field of computer vision, with applications extending to real-world crime detection in surveillance footage. In this w…
Hyper-Spectral Imaging for Overlapping Plastic Flakes Segmentation
Guillem Martinez, Maya Aghaei, Martin Dijkstra +5
Given the hyper-spectral imaging unique potentials in grasping the polymer characteristics of different materials, it is commonly used in sorting procedures. In a practical plastic…
On the Effect of Pre-Processing and Model Complexity for Plastic Analysis Using Short-Wave-Infrared Hyper-Spectral Imaging
Klaas Dijkstra, Maya Aghaei, Femke Jaarsma +4
The importance of plastic waste recycling is undeniable. In this respect, computer vision and deep learning enable solutions through the automated analysis of short-wave-infrared h…
HR-Crime: Human-Related Anomaly Detection in Surveillance Videos
Kayleigh Boekhoudt, Alina Matei, Maya Aghaei +1
The automatic detection of anomalies captured by surveillance settings is essential for speeding the otherwise laborious approach. To date, UCF-Crime is the largest available datas…
Obstacle Detection for BVLOS Drones
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. This led to the creation of the theBEAST p…
Single Image Human Proxemics Estimation for Visual Social Distancing
Maya Aghaei, Matteo Bustreo, Yiming Wang +3
In this work, we address the problem of estimating the so-called "Social Distancing" given a single uncalibrated image in unconstrained scenarios. Our approach proposes a semi-auto…
Complex-Object Visual Inspection via Multiple Lighting Configurations
Maya Aghaei, Matteo Bustreo, Pietro Morerio +3
The design of an automatic visual inspection system is usually performed in two stages. While the first stage consists in selecting the most suitable hardware setup for highlightin…