Author

Shailesh Kumar

Observed names: R. Ashok Kumar, Shaheda Akthar, S. Kumar, S. Pai. Sujith Kumar

Institutions: Chandigarh University, Indian Space Research Organisation, Space Applications Centre

Observed institutions: Chandigarh University, Indian Space Research Organisation, National Institute of Technology Rourkela, Cochin University of Science and Technology, Reliance Industries (India), Space Applications Centre, Kamla Nehru Institute of Technology, Indian Institute of Technology Delhi, The University of Texas at Austin, Maulana Azad National Institute of Technology

ORCID: 0000-0003-2217-4768

Observed ORCID: 0000-0003-2217-4768

OpenAlex ID: A5084928668

Best-bases feature extraction algorithms for classification of hyperspectral data

2001 · S. Kumar, J. Ghosh, et al. · IEEE Transactions on Geoscience and Remote Sensing · 248

Hierarchical Fusion of Multiple Classifiers for Hyperspectral Data Analysis

2002 · Shailesh Kumar, Joydeep Ghosh, et al. · Pattern Analysis and Applications · 187

Denoising of Electrocardiogram (ECG) signal by using empirical mode decomposition (EMD) with non-local mean (NLM) technique

2018 · Shailesh Kumar, Damodar Panigrahy, et al. · Journal of Applied Biomedicine · 115

Fusion of airborne polarimetric and interferometric SAR for classification of coastal environments

1999 · M.M. Crawford, S. Kumar, et al. · IEEE Transactions on Geoscience and Remote Sensing · 49

On-line adaptation of a signal predistorter through dual reinforcement learning

1996 · Patrick Goetz, Shailesh Kumar, et al. · 20

A versatile framework for labelling imagery with a large number of classes

2003 · S. Kumar, M. Crawford, et al. · 2022 International Joint Conference on Neural Networks (IJCNN) · 18

Modular learning through output space decomposition

2000 · Shailesh Kumar, J. Ghosh, et al. · 18

Confidence-based Q-Routing: An on-line adaptive network routing algorithm

1998 · Shailesh Kumar, Risto Miikkulainen · 17

Learning Multiple Non-linear Sub-spaces Using K-RBMs

2013 · Siddhartha Chandra, Shailesh Kumar, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 12

Error based criterion for on-line wavelet data compression

2001 · Manish Misra, Shailesh Kumar, et al. · Journal of Process Control · 9

Security and privacy solution for I-RFID based smart infrastructure health monitoring

2018 · Shailesh Kumar, Byomakesh Mahapatra, et al. · 8

GAMLS: A Generalized framework for Associative Modular Learning Systems

1999 · Shailesh Kumar, Joydeep Ghosh · 8

A Bayesian Pairwise Classifier for Character Recognition

2001 · Shailesh Kumar, Joydeep Ghosh, et al. · 7

Classification of hyperspectral data using best-bases feature extraction algorithms

2000 · Shailesh Kumar, Joydeep Ghosh, et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 6

Machine Learning (Supervised)

2019 · Shailesh Kumar · International series in management science/operations research/International series in operations research & management science · 5

Denoising of pre‐stack seismic data using subspace estimation methods

2018 · Karthikeyan Elumalai, Shailesh Kumar, et al. · IET Signal Processing · 4

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A Compressive Sensing Codec Architecture for Ecg Signals with Adaptive Quantization and Stream Entropy Coding

2023 · Shailesh Kumar, Surendra Prasad, et al. · SSRN Electronic Journal · 3

Real Time Face Recognition based on Convolution Neural Network

2019 · Kuldeep Yadav, Manjesh Kumar, et al. · SSRN Electronic Journal · 3

Multiresolution feature extraction for pairwise classification of hyperspectral data

2000 · Shailesh Kumar, Joydeep Ghosh, et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 3

CR-Sparse: Hardware accelerated functional algorithms for sparse signal processing in Python using JAX

2021 · Shailesh Kumar · The Journal of Open Source Software · 2

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