J.Senthilnath, PhD (IISc)
J.Senthilnath, PhD (IISc)
Other namesSenthilnath Jayavelu
Senior Scientist, I2R, AI3, A*STAR, Singapore
Verified email at - Homepage
Cited by
Cited by
Clustering using firefly algorithm: Performance study
J Senthilnath, SN Omkar, V Mani
Swarm and Evolutionary Computation 1 (3), 164-171, 2011
Artificial Bee Colony (ABC) for multi-objective design optimization of composite structures
SN Omkar, J Senthilnath, R Khandelwal, GN Naik, S Gopalakrishnan
Applied Soft Computing 11 (1), 489-499, 2011
Exploration of scaling effects on coarse resolution land surface phenology
X Zhang, J Wang, F Gao, Y Liu, C Schaaf, M Friedl, Y Yu, J Senthilnath, ...
Remote Sensing of Environment 190, 318-330, 2017
Evaluation of land surface phenology from VIIRS data using time series of PhenoCam imagery
X Zhang, J Senthilnath, L Liu, MA Friedl, GM Henebry, Y Liu, CB Schaaf, ...
Agricultural and Forest Meteorology 256, 137-149, 2018
Detection of tomatoes using spectral-spatial methods in remotely sensed RGB images captured by UAV
J Senthilnath, A Dokania, M Kandukuri, KN Ramesh, G Anand, SN Omkar
Biosystems Engineering 146, 16-32, 2016
Application of UAV imaging platform for vegetation analysis based on spectral-spatial methods
J Senthilnath, M Kandukuri, A Dokania, KN Ramesh
Computers and Electronics in Agriculture 140, 8-24, 2017
Integrated phenology and climate in rice yields prediction using machine learning methods
Y Guo, Y Fu, F Hao, X Zhang, W Wu, X Jin, CR Bryant, J Senthilnath
Ecological Indicators 120, 106935, 2021
Multi-uav oxyrrhis marina-inspired search and dynamic formation control for forest firefighting
K Harikumar, J Senthilnath, S Sundaram
IEEE Transactions on Automation Science and Engineering 16 (2), 863-873, 2019
Generation and evaluation of the VIIRS land surface phenology product
X Zhang, L Liu, Y Liu, J Senthilnath, J Wang, M Moon, GM Henebry, ...
Remote Sensing of Environment 216, 212-229, 2018
A Novel Approach for Multispectral Satellite Image Classification Based on the Bat Algorithm
J Senthilnath, S Kulkarni, JA Benediktsson, XS Yang
IEEE Geoscience and Remote Sensing Letters 13 (4), 599-603, 2016
Radiometric calibration for multispectral camera of different imaging conditions mounted on a UAV platform
Y Guo, J Senthilnath, W Wu, X Zhang, Z Zeng, H Huang
Sustainability 11 (4), 978, 2019
Detection of the power lines in UAV remote sensed images using spectral-spatial methods
R Bhola, NH Krishna, KN Ramesh, J Senthilnath, G Anand
Journal of environmental management 206, 1233-1242, 2018
Two-step machine learning enables optimized nanoparticle synthesis
F Mekki-Berrada, Z Ren, T Huang, WK Wong, F Zheng, J Xie, IPS Tian, ...
npj Computational Materials, Nature Publishing Group 7 (1), 1-10, 2021
Clustering Using Levy Flight Cuckoo Search
J Senthilnath, V Das, SN Omkar, V Mani
Proceedings of Seventh International Conference on Bio-Inspired Computing …, 2013
Crop classification using biologically-inspired techniques with high resolution satellite image
SN Omkar, J Senthilnath, D Mudigere, MM Kumar
Journal of the Indian Society of Remote Sensing 36 (2), 175-182, 2008
An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties
Z Ren, SIP Tian, J Noh, F Oviedo, G Xing, J Li, Q Liang, R Zhu, AG Aberle, ...
Matter, Cell Press 5 (1), 314-335, 2022
Combined two-level damage identification strategy using ultrasonic guided waves and physical knowledge assisted machine learning
M Rautela, J Senthilnath, J Moll, S Gopalakrishnan
Ultrasonics 115, 106451, 2021
Hierarchical clustering algorithm for land cover mapping using satellite images
J Senthilnath, SN Omkar, V Mani, N Tejovanth, PG Diwakar, AB Shenoy
IEEE journal of selected topics in applied earth observations and remote …, 2012
Modified Red Blue Vegetation Index for Chlorophyll Estimation and Yield Prediction of Maize from Visible Images Captured by UAV
Y Guo, H Wang, Z Wu, S Wang, H Sun, J Senthilnath, J Wang, ...
Sensors 20 (18), 5055, 2020
Scaling Effects on Chlorophyll Content Estimations with RGB Camera Mounted on a UAV Platform Using Machine-Learning Methods
Y Guo, G Yin, H Sun, H Wang, S Chen, J Senthilnath, J Wang, Y Fu
Sensors 20 (18), 5130, 2020
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