65 citations · 145 across the 12 of their papers we have counts for
3 papers · 1 filter
The Importance of the Instantaneous Phase for classification using Convolutional Neural Networks
Luis Sanchez Tapia, Marios S. Pattichis, Sylvia Celedon-Pattichis +1
Large-scale training of Convolutional Neural Networks (CNN) is extremely demanding in terms of computational resources. Also, for specific applications, the standard use of transfe…
Image Processing Methods for Coronal Hole Segmentation, Matching, and Map Classification
V. Jatla, M. S. Pattichis, C. N. Arge
The paper presents the results from a multi-year effort to develop and validate image processing methods for selecting the best physical models based on solar image observations. T…
Person Detection in Collaborative Group Learning Environments Using Multiple Representations
Wenjing Shi, Marios S. Pattichis, Sylvia Celedón-Pattichis +1
We introduce the problem of detecting a group of students from classroom videos. The problem requires the detection of students from different angles and the separation of the grou…