34 citations · 66 across the 8 of their papers we have counts for
8 papers
Machine Learning Challenges of Biological Factors in Insect Image Data
Nicholas Pellegrino, Zahra Gharaee, Paul Fieguth
The BIOSCAN project, led by the International Barcode of Life Consortium, seeks to study changes in biodiversity on a global scale. One component of the project is focused on study…
Predicting the intended action using internal simulation of perception
Zahra Gharaee
This article proposes an architecture, which allows the prediction of intention by internally simulating perceptual states represented by action pattern vectors. To this end, assoc…
Action in Mind: A Neural Network Approach to Action Recognition and Segmentation
Zahra Gharaee
Recognizing and categorizing human actions is an important task with applications in various fields such as human-robot interaction, video analysis, surveillance, video retrieval,…
Online recognition of unsegmented actions with hierarchical SOM architecture
Zahra Gharaee
Automatic recognition of an online series of unsegmented actions requires a method for segmentation that determines when an action starts and when it ends. In this paper, a novel a…
Hierarchical growing grid networks for skeleton based action recognition
Zahra Gharaee
In this paper, a novel cognitive architecture for action recognition is developed by applying layers of growing grid neural networks.Using these layers makes the system capable of…
Online Recognition of Actions Involving Objects
Zahra Gharaee, Peter Gärdenfors, Magnus Johnsson
We present an online system for real time recognition of actions involving objects working in online mode. The system merges two streams of information processing running in parall…