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Dr. Himanshu Singh

Assistant Professor, Department of Electronics & Communication Engineering, School of Engineering, Coimbatore

Qualification: BE, M.Tech, Ph.D
s_himanshu@cb.amrita.edu
Google Scholar Profile
Research Interest: Image Processing and Computer Vision Applications, Digital Signal Processing and Applications, Machine Leaning and Deep Learning Techniques, Biomedical Signal Processing and Applications, Evolutionary Techniques and Optimization Methods.

Bio Publications Educational Qualification Professional Experience Undergraduate Courses Handled
Bio

Dr. Himanshu Singh joined the Department of Electronics and Communication Engineering, Amrita Vishwa Vidyapeetham Coimbatore in January 2024. He received his Bachelor of Engineering (Hons.) degree in Electronics Engineering from Madhav Institute of Technology & Science, Gwalior (MP, India) and Master of Technology (M.Tech.) degree in Electronics and Communication Engineering from Indian Institute of Information Technology Design and Manufacturing (IIITDM) Jabalpur (MP, India). He received the Certificate of Merit for securing highest CGPA in MTech Course Work during AY 2014-2015 at IIITDM Jabalpur. He earned his Doctor of Philosophy (Ph.D.) degree in Electronics and Communication Engineering (with specialization in Signal and Image Processing) from Indian Institute of Information Technology Design and Manufacturing Jabalpur (MP, India).

Before joining Amrita Vishwa Vidyapeetham, he worked as a Postdoctoral Research Associate for an ICMR sponsored project at Indian Institute of Technology (IIT) Indore, India from 09 June 2023 to 26 December 2023. Prior to it, he worked as an Ad-hoc Assistant Professor (ECE) at National Institute of Technology Karnataka, India, from 21 July 2022 to 15 March 2023. He have also worked as an Ad-hoc Assistant Professor (ECE) at National Institute of Technology Tiruchirappalli, Tamil Nadu, India, from 16 August 2021 to 31 May 2022.

Dr. Himanshu is a keen researcher, having more than 38 international publications in various reputed international journals, book chapters and international conferences. His research interests include Image Processing and Computer Vision Applications, Digital Signal Processing and Applications, Machine Leaning and Deep Learning Techniques, Biomedical Signal Processing and Applications, Evolutionary Techniques and Optimization Methods. He is an active IEEE Professional Member from 9 years.

Publications

Journal Article

Year : 2024

Texture and Radiomics inspired Data-Driven Cancerous Lung Nodules Severity Classification

Cite this Research Publication : H. Gupta, H. Singh, and A. Kumar, “Texture and Radiomics inspired Data-Driven Cancerous Lung Nodules Severity Classification,” Biomedical Signal Processing and Control (Elsevier),vol. 88, Part A,105543, 2024.[Impact Factor: 5.1]

Publisher : Elsevier

Year : 2023

Compressed ECG Sensing Based RR Interval Measurement for Fast Entropy Analysis of Heart Rate Variability

Cite this Research Publication : H. Singh, M. S. Manikandan,and R. B. Pachori, “Compressed ECG Sensing Based RR Interval Measurement for Fast Entropy Analysis of Heart Rate Variability,” Biomedical Signal Processing and Control (Elsevier).[Revision Submitted][Impact Factor: 5.1]

Publisher : Elsevier

Year : 2023

Variational mode decomposition based image denoising using semi-adaptive conductance function inspired diffusion filtering

Cite this Research Publication : H. Gupta, H. Singh, A. Kumar, A. Vishwakarma, “Variational mode decomposition based image denoising using semi-adaptive conductance function inspired diffusion filtering,” Multimedia Tools and Applications(Springer), vol. 176, 2023.[Impact Factor: 3.6]

Publisher : Springer

Year : 2023

Fractional-order Differintegral based Multiscale Retinex Inspired Texture Dependent Quality Enhancement for Remotely Sensed Images

Cite this Research Publication : H. Singh, A. Kumar, and L.K. Balyan,“Fractional-order Differintegral based Multiscale Retinex Inspired Texture Dependent Quality Enhancement for Remotely Sensed Images,” Multimedia Tools and Applications (Springer), vol. 82, pp. 1593–1631, 2023.[Impact Factor: 3.6]

Publisher : Springer

Year : 2023

A new method for crop image segmentation based on 2D-histogram using multi-strategy shuffled frog leaping algorithm

Cite this Research Publication : A. Kumar,A. Kumar,A. Vishwakarma, and H. Singh, “A new method for crop image segmentation based on 2D-histogram using multi-strategy shuffled frog leaping algorithm”, Soft Computing (Springer), 2023.[Impact Factor: 4.1]

Publisher : Springer

Year : 2023

Adaptive conductance function based improved diffusion filtering and bidimensional empirical mode decomposition based image denoising

Cite this Research Publication : H. Gupta, H. Singh, A. Kumar, A. Vishwakarma, “Adaptive conductance function based improved diffusion filtering and bidimensional empirical mode decomposition based image denoising,” Multidimensional Systems and Signal Processing(Springer) ,vol. 34, no. 1, pp. 81-125, 2023. [Impact Factor: 2.5]

Publisher : Springer

Year : 2022

Spatial Entropy Quartiles based Texture Aware Fractional-order Unsharp Masking for Visibility Enhancement of Remotely Sensed Images

Cite this Research Publication : H. Singh, A. Kumar, L.K. Balyan and H.N. Lee, “Spatial Entropy Quartiles based Texture Aware Fractional-order Unsharp Masking for Visibility Enhancement of Remotely Sensed Images,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 52, no. 4, pp. 2275-2288, 2022. [Impact Factor: 8.7]

Publisher : IEEE

Year : 2022

A transfer learning based deep learning model to diagnose covid-19 CT scan images

Cite this Research Publication : S. K. Pandey, A. K. Bhandari and H. Singh,“A transfer learning based deep learning model to diagnose covid-19 CT scan images,”Health and Technology(Springer),vol.12, no.4, pp. 845-866, 2022. [Impact Factor: 2.5]

Publisher : Springer

Year : 2021

A new technique for Guided Filter based Image Denoising using Modified Cuckoo Search Optimization

Cite this Research Publication : H. Singh, S.V.R. Kommuri, A. Kumar and V Bajaj, “A new technique for Guided Filter based Image Denoising using Modified Cuckoo Search Optimization,”Expert Systems With Applications(Elsevier),vol.176, 114884, 2021 [Impact Factor: 8.5]

Publisher : Elsevier

Year : 2020

Bidimensional empirical mode decomposition-based diffusion filtering for image denoising

Cite this Research Publication : S.V.R. Kommuri, H. Singh, A. Kumar and V Bajaj, “Bidimensional empirical mode decomposition-based diffusion filtering for image denoising,” Circuits, Systems, and Signal Processing(Springer), vol. 39, pp.5127–5147, 2020. [Impact Factor: 2.3]

Publisher : Springer

Year : 2019

A novel optimally weighted framework of piecewise gamma corrected fractional order masking for satellite image enhancement

Cite this Research Publication : H. Singh, A. Kumar, L. K. Balyan, and G. K. Singh, “A novel optimally weighted framework of piecewise gamma corrected fractional order masking for satellite image enhancement,” Computers and Electrical Engineering (Elsevier), vol. 75, pp. 245-261, 2019. [Impact Factor: 4.3]

Publisher : Elsevier

Year : 2019

Fractional Order Integration Based Fusion Model for Piecewise Gamma Correction along with Textural Improvement for Satellite Images

Cite this Research Publication : H. Singh, A. Kumar, L. K. Balyan, and H N Lee, “Fractional Order Integration Based Fusion Model for Piecewise Gamma Correction along with Textural Improvement for Satellite Images,”IEEE Access,vol. 7, pp. 37192-37210, 2019.[Impact Factor: 3.9]

Publisher : IEEE

Year : 2019

Optimally Sectioned and Successively Reconstructed Histogram Sub-equalization based Gamma Correction for Satellite Image Enhancement

Cite this Research Publication : H. Singh, A. Kumar, L. K. Balyan, and H. N. Lee, “Optimally Sectioned and Successively Reconstructed Histogram Sub-equalization based Gamma Correction for Satellite Image Enhancement,”Multimedia Tools and Applications(Springer), vol. 78, no. 14, pp. 20431-20463, 2019.[Impact Factor: 3.6]

Publisher : Springer

Year : 2018

Slantlet filter-bank-based satellite image enhancement using gamma-corrected knee transformation

Cite this Research Publication : H. Singh, A. Kumar, L. K. Balyan and G. K. Singh, "Slantlet filter-bank-based satellite image enhancement using gamma-corrected knee transformation,"International Journal of Electronics (Taylor & Francis), vol. 105, no. 10, pp. 1695-1715, 2018. [Impact Factor: 1.3]

Publisher : Taylor & Francis

Year : 2018

Swarm intelligence optimized piecewise gamma corrected histogram equalization for dark image enhancement

Cite this Research Publication : H. Singh, A. Kumar, L.K. Balyan and G.K. Singh, “Swarm intelligence optimized piecewise gamma corrected histogram equalization for dark image enhancement,” Computers and Electrical Engineering (Elsevier),vol. 70,pp. 462-475, 2018. [Impact Factor: 4.3]

Publisher : Elsevier

Conference Paper

Year : 2023

Power Spectral Analysis of Heart Rate Variability using Compressed ECG Sensing for Energy-Constrained Fast Health Monitoring

Cite this Research Publication : H. Singh, M. S. Manikandan,and R. B. Pachori, “Power Spectral Analysis of Heart Rate Variability using Compressed ECG Sensing for Energy-Constrained Fast Health Monitoring,” 9thIEEE International Conference on Smart Instrumentation, Measurement and Applications(ICSIMA), Malasiya, pp. 1-6, 2023

Year : 2023

Compressed ECG Sensing Based RR Interval Measurement for Fast Entropy Analysis of Heart Rate Variability

Cite this Research Publication : H. Singh, M. S. Manikandan,and R. B. Pachori, “Compressed ECG Sensing Based RR Interval Measurement for Fast Entropy Analysis of Heart Rate Variability,” 9thIEEE International Conference on Signal Processing and Communication (ICSC), Noida, India pp. 1-6, 2023

Publisher : IEEE

Year : 2021

Pixel Corrected Adaptive Conductance Function based Diffusion Filter and Image Denoising using Bi-dimensional Empirical Mode Decomposition

Cite this Research Publication : H.Gupta, H. Singh, A. Kumar and L.K. Balyan, “Pixel Corrected Adaptive Conductance Function based Diffusion Filter and Image Denoising using Bi-dimensional Empirical Mode Decomposition” IEEE International Conference on Control, Automation, Power and Signal Processing, Jabalpur, India, pp. 1-5,2021

Publisher : IEEE

Year : 2021

Fractional-order High-boost Filtering for Textural Improvement of Images using Relative Spatial Entropy Quartiles

Cite this Research Publication : H. Singh, H. Gupta, A. Kumar and L.K. Balyan, “Fractional-order High-boost Filtering for Textural Improvement of Images using Relative Spatial Entropy Quartiles” IEEE International Conference on Control, Automation, Power and Signal Processing, Jabalpur, India, pp. 1-5,2021

Publisher : IEEE

Year : 2020

Robustly Clipped Sub-equalized Histogram Based Cosine Transformed Energy Redistributed Gamma Correction for Satellite Image Enhancement

Cite this Research Publication : H. Singh, A. Kumar, and L. K. Balyan, “Robustly Clipped Sub-equalized Histogram Based Cosine Transformed Energy Redistributed Gamma Correction for Satellite Image Enhancement,” 3rdInternational Conference on Computer Vision and Image Processing, Advances in Intelligent Systems and Computing, vol 1024. Springer, 2020

Publisher : Springer

Year : 2019

A Sine-Cosine Optimizer-Based Gamma Corrected Adaptive Fractional Differential Masking for Satellite Image Enhancement

Cite this Research Publication : H. Singh, A. Kumar and L. K. Balyan,"A Sine-Cosine Optimizer-Based Gamma Corrected Adaptive Fractional Differential Masking for Satellite Image Enhancement," International Conference Harmony Search and Nature Inspired Optimization Algorithms, Advances in Intelligent Systems and Computing, vol 741, pp. 633-645 Springer, Singapore, 2019

Publisher : Springer

Year : 2019

Piecewise Gamma Corrected Weighted Framework for Fuzzified Dynamic Intensity Equalization for Optimal Image Enhancement

Cite this Research Publication : A. Kumar, S.V.R. Kommuri, H. Singh, A. Kumar and L.K. Balyan, “Piecewise Gamma Corrected Weighted Framework for Fuzzified Dynamic Intensity Equalization for Optimal Image Enhancement,” 8thIEEE International Conference on Communication and Signal Processing (ICCSP), April 4-6, Melmaruvathur, Chennai, India, pp. 0475-0479,2019

Publisher : IEEE

Year : 2019

Gamma Corrected Fusion Framework of Dominant Orientation and Edge based Textural Histogram Equalization for Image Enhancement

Cite this Research Publication : P. S. Reddy, S.V.R. Kommuri, H. Singh, A. Kumar and L.K. Balyan, “Gamma Corrected Fusion Framework of Dominant Orientation and Edge based Textural Histogram Equalization for Image Enhancement,” 8thIEEE International Conference on Communication and Signal Processing (ICCSP), April 4-6, Melmaruvathur, Chennai, India, pp. 0480-0484, 2019

Year : 2019

Optimal Gamma Correction based Gaussian Unsharp Masking Framework for Enhancement of Histopathological Images

Cite this Research Publication : R. Silpasai, S.V.R. Kommuri, H. Singh, A. Kumar and L.K. Balyan, “Optimal Gamma Correction based Gaussian Unsharp Masking Framework for Enhancement of Histopathological Images,” 8thIEEE International Conference on Communication and Signal Processing (ICCSP), April 4-6, Melmaruvathur, Chennai, India, pp. 0460-0464, 2019

Publisher : IEEE

Year : 2018

Fuzzified Histogram Equalization based Gamma Corrected Cosine Transformed Energy Redistribution for Image Enhancement

Cite this Research Publication : H. Singh, A. Kumar, L. K. Balyan and H. Lee, "Fuzzified Histogram Equalization based Gamma Corrected Cosine Transformed Energy Redistribution for Image Enhancement," 23rd IEEE International Conference on Digital Signal Processing (DSP), Shanghai, China, pp. 1-5,2018

Publisher : IEEE

Year : 2018

Retinal Fundus Image Enhancement Using Piecewise Gamma Corrected Dominant Orientation Based Histogram Equalization

Cite this Research Publication : P. S. Reddy, H. Singh, A. Kumar, L. K. Balyan and H. Lee, "Retinal Fundus Image Enhancement Using Piecewise Gamma Corrected Dominant Orientation Based Histogram Equalization," 7th IEEE International Conference on Communication and Signal Processing (ICCSP), Chennai, India, pp. 0124-0128, 2018

Publisher : IEEE

Year : 2018

Piecewise Gamma Corrected Optimally Framed Grumwald-Letnikov Fractional Differential Masking for Satellite Image Enhancement

Cite this Research Publication : H. Singh, A. Kumar, L. K. Balyan and H. N. Lee, "Piecewise Gamma Corrected Optimally Framed Grumwald-Letnikov Fractional Differential Masking for Satellite Image Enhancement,"7thIEEE International Conference on Communication and Signal Processing (ICCSP), Chennai, India, pp. 0129-0133,2018.

Publisher : IEEE

Year : 2018

Bidimensional Empirical Mode Decomposition based Intrinsically Augmented Gamma Correction for Quality Restoration of Textural Images

Cite this Research Publication : S.V.R. Kommuri, H. Singh, A. Kumar and V. Bajaj, “Bidimensional Empirical Mode Decomposition based Intrinsically Augmented Gamma Correction for Quality Restoration of Textural Images,” 2nd IEEE International Conference on Information and Communication Technology (CICT), Jabalpur, India, pp. 1-6, 2018

Publisher : IEEE

Year : 2018

Homomorphically Rectified Tile-wise Equalized Adaptive Gamma Correction for Histopathological Color Image Enhancement

Cite this Research Publication : R. Silpasai, H. Singh, A. Kumar and L. K. Balyan,“Homomorphically Rectified Tile-wise Equalized Adaptive Gamma Correction for Histopathological Color Image Enhancement,” 2nd IEEE International Conference on Information and Communication Technology(CICT), Jabalpur, India, pp. 1-6, 2018

Year : 2017

A Levy Flight Firefly Optimizer based Piecewise Gamma Corrected Unsharp Masking Framework for Satellite Image Enhancement

Cite this Research Publication : H. Singh, A. Kumar and L. K. Balyan, "A Levy Flight Firefly Optimizer based Piecewise Gamma Corrected Unsharp Masking Framework for Satellite Image Enhancement," 14th IEEE India Council International Conference (INDICON), Roorkee, India, pp. 1-5,2017

Publisher : IEEE

Year : 2017

Cuckoo Search Optimizer based Piecewise Gamma Corrected Auto-clipped Tile-wise Equalization for Satellite Image Enhancement

Cite this Research Publication : H. Singh, A. Kumar and L. K. Balyan, "Cuckoo Search Optimizer based Piecewise Gamma Corrected Auto-clipped Tile-wise Equalization for Satellite Image Enhancement," 14th IEEE India Council International Conference (INDICON), Roorkee, India, pp. 1-6,2017

Publisher : IEEE

Year : 2017

Regionally equalized and contextually clipped gamma correction approach for dark image enhancement

Cite this Research Publication : H. Singh, A. Kumar, L. K. Balyan and G. K. Singh, "Regionally equalized and contextually clipped gamma correction approach for dark image enhancement,"4th IEEE International Conference on Signal Processing and Integrated Networks (SPIN), Noida, India, pp. 431-436,2017

Publisher : IEEE

Year : 2017

Dark image enhancement using optimally compressed and equalized profile based parallel gamma correction

Cite this Research Publication : H. Singh, A. Kumar, L. K. Balyan and G. K. Singh, "Dark image enhancement using optimally compressed and equalized profile based parallel gamma correction," 6thIEEE International Conference on Communication and Signal Processing (ICCSP), CHENNAI, India, pp. 1299-1303,2017

Publisher : IEEE

Year : 2017

A novel optimally gamma corrected intensity span maximization approach for dark image enhancement

Cite this Research Publication : H. Singh, A. Kumar, L. K. Balyan, and G. K. Singh, “A novel optimally gamma corrected intensity span maximization approach for dark image enhancement,” 22ndIEEE International Conference on Digital Signal Processing (DSP), London, United Kingdom, pp. 1-5, 2017

Year : 2016

Satellite image enhancement using beta wavelet based gamma corrected adaptive knee transformation

Cite this Research Publication : H. Singh and A. Kumar, "Satellite image enhancement using beta wavelet based gamma corrected adaptive knee transformation," 5thIEEE International Conference on Communication and Signal Processing (ICCSP), Melmaruvathur, India, pp. 128-132,2016

Publisher : IEEE

Year : 2016

A novel gamma correction approach using optimally clipped sub-equalization for dark image enhancement

Cite this Research Publication : H. Singh, N. Agrawal, A. Kumar, G. K. Singh and H. N. Lee, "A novel gamma correction approach using optimally clipped sub-equalization for dark image enhancement," 21stIEEE International Conference on Digital Signal Processing (DSP), Beijing, China, pp. 497-501, 2016

Publisher : IEEE

Book Chapter

Year : 2020

Hybrid Grey-Wolf Optimizer Based Fractional Order Optimal Filtering for Texture Aware Quality Enhancement for Remotely Sensed Images

Cite this Research Publication : H Singh, A Kumar, LK Balyan, “Hybrid Grey-Wolf Optimizer Based Fractional Order Optimal Filtering for Texture Aware Quality Enhancement for Remotely Sensed Images” Applications of Hybrid Metaheuristic Algorithms for Image Processing, pp. 53-79, 2020

Year : 2020

Texture-Dependent Optimal Fractional-Order Framework for Image Quality Enhancement Through Memetic Inclusions in Cuckoo Search and Sine-Cosine Algorithms

Cite this Research Publication : H Singh, A Kumar, LK Balyan, HN Lee, “Texture-Dependent Optimal Fractional-Order Framework for Image Quality Enhancement Through Memetic Inclusions in Cuckoo Search and Sine-Cosine Algorithms” Recent Advances on Memetic Algorithms and its Applications in Image Processing, pp. 19-45, 2020

Publisher : Recent Advances on Memetic Algorithms and its Applications in Image Processing

Educational Qualification
Degree Specialization University / Institute Year
PhD Signal & Image Processing Indian Institute of Information Technology Design and Manufacturing Jabalpur (MP, India) 2021
M.Tech Electronics and Communication Engineering Indian Institute of Information Technology Design and Manufacturing Jabalpur (MP, India) 2016
B.E. Electronics Engineering Madhav Institute of Technology & Science, Gwalior (MP, India) 2010

Qualified GATE in 2010, 2011, 2012, 2013, 2014, 2020& 2023.

Professional Experience
Position Organization Period Domain
Assistant Professor Amrita VishwaVidyapeetham 02/01/2024- Till Date Teaching and Research
Postdoctoral Research Associate Indian Institute of Technology (IIT) Indore, India from 09 June 2023 to 26 December 2023. June 2023 to December 2023 Research
Assistant Professor (Ad-hoc) National Institute of Technology (Surathkal) Karnataka, India July 2022 to March 2023 Teaching and Research
Assistant Professor (Ad-hoc) National Institute of Technology Tiruchirappalli, Tamil Nadu, India August 2021 to May 2022 Teaching and Research
Research Scholar and Teaching Assistant Indian Institute of Information Technology Design and Manufacturing Jabalpur (MP, India) July 2014 to December 2020 Teaching and Research
Assistant Professor VCTM Aligarh (UP, India) August 2011 to June 2014 Teaching
Lecturer NRI-ITM, Gwalior (MP, India) July 2010 to July 2011 Teaching
Undergraduate Courses Handled
  1. Information Theory and Coding
  2. Basics of Electronics and Electrical Engineering
  3. Digital Signal Processing
  4. Digital Image Processing
  5. Analog and Digital Communication
  6. Circuits and Systems
  7. Signal Processing Lab
  8. Digital Signal Processing Lab
  9. Electronics Devices and Circuits Lab
  10. Digital Electronics Lab
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