Vinay P. Kumar

Towards trainable man-machine interfaces: combining top-down constraints with bottom-up learning in facial analysis

T. Poggio, Vinay P. Kumar, 2002 .

Learning-based approach to real time tracking and analysis of faces

Tomaso A. Poggio, Vinay P. Kumar, T. Poggio, 2000, Proceedings Fourth IEEE International Conference on Automatic Face and Gesture Recognition (Cat. No. PR00580).

Unsupervised statistical neural networks for model-based object recognition

Elias S. Manolakos, Vinay P. Kumar, E. Manolakos, 1997, IEEE Trans. Signal Process..

Deep-Learning-Based BCI for Automatic Imagined Speech Recognition Using SPWVD

Vinay P. Kumar, P. Ghare, Ashwin Kamble, 2023, IEEE Transactions on Instrumentation and Measurement.

Machine-learning-enabled adaptive signal decomposition for a brain-computer interface using EEG

Vinay P. Kumar, P. Ghare, Ashwin Kamble, 2022, Biomed. Signal Process. Control..

Optimized Rational Dilation Wavelet Transform for Automatic Imagined Speech Recognition

Vinay P. Kumar, P. Ghare, Ashwin Kamble, 2023, IEEE Transactions on Instrumentation and Measurement.

Classifying Phonological Categories and Imagined Words from EEG Signal

Pradnya H Ghare, Ashwin Kamble, Vinay Kumar, 2021 .

Recognizing Expressions by Direct Estimation of the Parameters of a Pixel Morphable Model

Tomaso A. Poggio, Vinay P. Kumar, T. Poggio, 2002, Biologically Motivated Computer Vision.

Learning-Based Approach to Estimation of Morphable Model Parameters

Tomaso Poggio, Vinay P. Kumar, T. Poggio, 2000 .