Controlling Steering Angle for Cooperative Self-driving Vehicles utilizing CNN and LSTM-based Deep Networks
IEEE Intelligent Vehicles Symposium (IV'19), 2019.
Parametric Shape Modeling and Skeleton Extraction with Radial Basis Functions using Similarity Domains Network
IEEE Conference on Computer Vision and Pattern Recognition (CVPR workshop proceedings 2019), 2019.
Similarity Domains Machine for Scale-invariant and Sparse Shape Modeling
IEEE Transactions on Image Processing, 28.2, pp. 534-545, 2019.
Coresets for Vector Summarization with Applications to Network Graphs
Proceedings of the 34th International Conference on Machine Learning (ICML), 2017.
The Path to COVIS: a review of acoustic imaging of hydrothermal flow regimes
Journal of Deep-Sea Research Part II, Vol. 121, pp.159-176 ,2015.
Visual Object Recognition with Image Retrieval
Handbook of Pattern Recognition & Computer Vision, World Scientific, (invited book chapter), 2015.
Activity Detection in Scientific Visualization
Visualization and Computer Graphics, IEEE Transactions on, vol.20, no.3, pp.377,390, 2014.
Image classification by multi-kernel dictionary learning
IEEE Asilomar Conference on Signals, Systems and Computers, 2014.
Activity Detection in Scientific Visualization (Invited Talk)
IEEE Visualization, 2014.
An interactive method for activity detection visualization
Large Data Analysis and Visualization (LDAV), 2013 IEEE Symposium on, 2013 (Poster).
Event Detection for Hydrothermal Plumes: A case study at Grotto Vent
AGU Fall Meeting Abstracts 1, 05, 2012.
Group Dynamics in Scientific Visualization
Large Data Analysis and Visualization (LDAV), 2012 IEEE Symposium on, 2012.
A Set of New Chebyshev Kernel Functions for Support Vector Machine Pattern Classification
Journal of Pattern Recognition, 44 (7), 1435-1447, 2011.
Supervised and Unsupervised Methods for Prostate Cancer Segmentation With Multispectral MRI
Journal of Medical Physics, Vol. 37, Issue:4, 2010.
Using K-NN SVMs for Performance Improvement and Comparison to K-highest Lagrange Multipliers Selection
joint IAPR International Workshops on Structural and Syntactic Pattern Recognition and Statistical Techniques in Pattern Recognition, SSPR 2010, Springer- Verlag, Lecture Notes in Computer Science, 2010.
Prostate Cancer Localization with Multispectral MRI Based on Relevance Vector Machine
IEEE International Symposium on Biomedical Imaging, 2009.
Generalized Chebyshev Kernels for Support Vector Classification
IEEE International Conference on Pattern Recognition (ICPR), 2008.
Support Vector Regression for Surveillance Purposes
MRCS - International Workshop on Multimedia Content Representation, Classification and Security, (Springer), 2006.
Support Vector Machines Based Target Tracking Techniques
IEEE 14th Signal Processing and Communications Applications, 2006
Book: A kernel study on Support Vector Machines: Generalized Chebyshev Kernels
LAP Lambert Academic Publishing , ISBN-10: 3838305574, 2009