CSIR-Cental Scientific Instruments Organisation Employee-personal page

Dr. NEERJA GARG

Scientist-E, Intelligent Machines and Computing 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, NGO QUOC CUONG, KUMAR DINESH. Hybrid wavelength selection technique and spectral binning for wheat protein estimation using hyperspectral imaging. Food Chemistry. 30-05-2026, 512, 148909
2. SHARMA APURVA, SINGH TARANDEEP, GARG NEERJA, KUMAR DINESH, NGO QUOC CUONG. Estimation of protein content in wheat samples using NIR hyperspectral imaging and 1D-CNN. Scientific Reports. 28-10-2025, 15, 37584
3. TYAGI NITIN, PORWAL SARVAGYA, SINGH PRADEEP, RAMAN BALASUBRAMANIAN, GARG NEERJA. Spectral Band Attention Networks for Efficient Multi-Feature Fusion in Hyperspectral and RGB Data with Ensemble Deep Learning Networks. Journal of Nondestructive Evaluation. 14-06-2025, 44, 72
4. TYAGI NITIN, PORWAL SARVAGYA, SINGH PRADEEP, RAMAN BALASUBRAMANIAN, GARG NEERJA. Nondestructive Identification of Wheat Species using Deep Convolutional Networks with Oversampling Strategies on Near-Infrared Hyperspectral Imagery. Journal of Nondestructive Evaluation. 01-03-2025, 44(1),
5. 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
6. 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,
7. 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
8. 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
9. 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
10. 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
11. 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
12. 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
13. 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
14. 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, ,
15. 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
16. 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
17. 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

1. SHARMA APURVA, SINGH TARANDEEP, GARG NEERJA, NGO QUOC CUONG, KUMAR DINESH. Hybrid wavelength selection technique and spectral binning for wheat protein estimation using hyperspectral imaging. Food Chemistry. 30-05-2026, 512, 148909

2. SHARMA APURVA, SINGH TARANDEEP, GARG NEERJA, KUMAR DINESH, NGO QUOC CUONG. Estimation of protein content in wheat samples using NIR hyperspectral imaging and 1D-CNN. Scientific Reports. 28-10-2025, 15, 37584

3. TYAGI NITIN, PORWAL SARVAGYA, SINGH PRADEEP, RAMAN BALASUBRAMANIAN, GARG NEERJA. Spectral Band Attention Networks for Efficient Multi-Feature Fusion in Hyperspectral and RGB Data with Ensemble Deep Learning Networks. Journal of Nondestructive Evaluation. 14-06-2025, 44, 72

4. TYAGI NITIN, PORWAL SARVAGYA, SINGH PRADEEP, RAMAN BALASUBRAMANIAN, GARG NEERJA. Nondestructive Identification of Wheat Species using Deep Convolutional Networks with Oversampling Strategies on Near-Infrared Hyperspectral Imagery. Journal of Nondestructive Evaluation. 01-03-2025, 44(1),

5. 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

6. 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,

7. 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

8. 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

9. 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

10. 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

11. 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

12. 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

13. 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

14. 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, ,

15. 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

16. 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

17. 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) Filed

Patent(s) Granted

Patent(s) Granted

Significant recognition: Awards, Honours and Fellowships

Other Information

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

Project(s) Ongoing

Project(s) Completed

Contact

Email:

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

CSIR-CSIO

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