Dr. NEERJA GARG

Principal Scientist, Intelligent Machines and Communication Systems (IMCS)

Computer Vision (Face Recognition), Image Processing, Machine learning and mobile computing

Current Work Area

Qualification

R&D Interest

Research Publications

1. SHARMA APURVA, SINGH TARANDEEP, GARG NEERJA. Nondestructive Identification of Wheat Seed Variety and Geographical Origin Using Near-Infrared Hyperspectral Imagery and Deep Learning. Journal of Chemometrics. 01-10-2024, 38(10), e3585
2. SINGH TARANDEEP, GARG NEERJA, IYENGAR S R S, SINGH VISHAVPREET. Near-infrared hyperspectral imaging for determination of protein content in barley samples using convolutional neural network. Journal of Food Measurement and Characterization. 20-03-2023, 17,
3. AGGARWAL MOHIT, GARG NEERJA, AGRAWAL ANURAG, SARDANA VIREN. Lung Function Reference Equations for Indian Ethnic Groups Based on a Handheld Forced Oscillation Device for Age 9-19 Years. Indian Journal of Pediatrics. 01-01-2023, 90(1), 61-68
4. SINGH TARANDEEP, GARG NEERJA, IYENGAR S R S. Nondestructive identification of barley seeds variety using near-infrared hyperspectral imaging coupled with convolutional neural network. Journal of Food Process Engineering. 01-10-2021, 44(10), e13821
5. HADIMANI LINGARAJ, GARG NEERJA. Automatic surface defects classification of Kinnow mandarins using combination of multi-feature fusion techniques. Journal of Food Engineering. 01-01-2021, 44(1), e13589
6. HADIMANI LINGARAJ, GARG NEERJA. Automatic surface defects classification of Kinnow mandarins using combination of multi-feature fusion techniques. Journal of Food Process Engineering. 01-01-2021, 44(1), e13589
7. KUMAR NITIN, SARDANA H K, SHOME SANKAR NATH, GARG NEERJA. Saliency Subtraction Inspired Automated Event Detection in Underwater Environments. Cognitive Computation. 13-08-2019, 12, 115–127
8. HADIMANI LINGARAJ, GARG NEERJA. Development of a computer vision system to estimate the colour indices of Kinnow mandarins. Journal of Food Science and Technology. 01-04-2019, 56(4), 2305–2311
9. VASAMSETTI SRIKANTH, GARG NEERJA, NEELAPU BALA CHAKRAVARTHY, SARDANA H K. 3D Local Spatio-temporal Ternary Patterns for Moving Object Detection in Complex Scenes. Cognitive Computation. 14-09-2018, , 1-13
10. VASAMSETTI SRIKANTH, GARG NEERJA, SARDANA H K. Automatic underwater moving object detection using multi-feature integration framework in complex backgrounds. IET Computer Vision. 21-03-2018, ,
11. VASAMSETTI SRIKANTH, GARG NEERJA, NEELAPU BALA CHAKRAVARTHY, SARDANA H K. Wavelet based perspective on variational enhancement technique for underwater imagery. Optical Engineering . 01-09-2017, 141, 88-100
12. SINGH CHANDAN, GARG NEERJA, WALIA EKTA. Complementary feature sets for optimal face recognition. EURASIP Journal on Image and Video Processing. 05-07-2014, 35, 1-18
13. SINGH CHANDAN, WALIA EKTA, GARG NEERJA. Discriminative Zernike and Pseudo Zernike Moments for Face Recognition. International Journal of Computer Vision and Image Processing. 01-06-2012, 2(2), 12-35

Patents

Patent(s) Filed


Patent(s) Granted

Significant recognition: Awards, Honours and Fellowships

Other Information

Technology (Developed/Transfered/Commercialised) / Software Applications, Algorithms designed/developed/deployed and implemented

Contact



Email:

neerjamittal[at]csio[dot]res[dot]in

Telephone:




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