Vanika Singhal
Publications by Year
Research Areas
Sparse and Compressive Sensing Techniques, Face and Expression Recognition, Image and Signal Denoising Methods, Remote-Sensing Image Classification, Advanced MRI Techniques and Applications
Most-Cited Works
- → Simultaneous Detection of Multiple Appliances From Smart-Meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning(2018)108 cited
- → Local Binary Pattern for automatic detection of Acute Lymphoblastic Leukemia(2014)70 cited
- → Discriminative Robust Deep Dictionary Learning for Hyperspectral Image Classification(2017)57 cited
- → Texture Features for the Detection of Acute Lymphoblastic Leukemia(2016)41 cited
- → Semi-Supervised Deep Blind Compressed Sensing for Analysis and Reconstruction of Biomedical Signals From Compressive Measurements(2017)26 cited
- → Majorization Minimization Technique for Optimally Solving Deep Dictionary Learning(2017)22 cited
- → Row-Sparse Discriminative Deep Dictionary Learning for Hyperspectral Image Classification(2018)21 cited
- → Noisy deep dictionary learning: Application to Alzheimer's Disease classification(2017)19 cited
- → A domain adaptation approach to solve inverse problems in imaging via coupled deep dictionary learning(2019)19 cited
- → Deep Dictionary Learning vs Deep Belief Network vs Stacked Autoencoder: An Empirical Analysis(2016)19 cited