Shantanu Sen Gupta

ORCID: 0000-0003-0094-192X
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About
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Research Areas
  • Advanced Optical Sensing Technologies
  • Non-Invasive Vital Sign Monitoring
  • Optical Imaging and Spectroscopy Techniques
  • Advanced Fluorescence Microscopy Techniques
  • CCD and CMOS Imaging Sensors
  • Advanced Vision and Imaging
  • Spectroscopy Techniques in Biomedical and Chemical Research
  • Image Enhancement Techniques
  • Medical Imaging Techniques and Applications
  • Image Processing Techniques and Applications
  • Cardiovascular Health and Disease Prevention
  • Industrial Vision Systems and Defect Detection
  • Color Science and Applications
  • Computer Graphics and Visualization Techniques
  • Advanced Steganography and Watermarking Techniques
  • Heart Rate Variability and Autonomic Control
  • Smart Parking Systems Research
  • Advanced Image Processing Techniques
  • EEG and Brain-Computer Interfaces
  • Thermography and Photoacoustic Techniques
  • ECG Monitoring and Analysis
  • Advanced Image Fusion Techniques
  • Music and Audio Processing
  • Currency Recognition and Detection
  • Analytical Chemistry and Sensors

University of Wisconsin–Madison
2018-2023

Kookmin University
2019-2022

Khulna University of Engineering and Technology
2016

Single-photon avalanche diodes (SPADs) are an emerging sensor technology capable of detecting individual incident photons, and capturing their time-of-arrival with high timing precision. While these sensors were limited to singlepixel or low-resolution devices in the past, recently, large (up 1 MPixel) SPAD arrays have been developed. These single-photon cameras (SPCs) high-speed sequences binary images no read noise. We present quanta burst photography, a computational photography technique...

10.1145/3386569.3392470 article EN ACM Transactions on Graphics 2020-08-12

Digital camera pixels measure image intensities by converting incident light energy into an analog electrical current, and then digitizing it a fixed-width binary representation. This direct measurement method, while conceptually simple, suffers from limited dynamic range poor performance under extreme illumination — electronic noise dominates low illumination, pixel full-well capacity results in saturation bright illumination. We propose novel intensity cue based on measuring inter-photon...

10.1109/cvpr46437.2021.00848 article EN 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021-06-01

Abstract Glycated hemoglobin and blood oxygenation are the two most important factors for monitoring a patient’s average glucose oxygen levels. Digital volume pulse acquisition is convenient method, even person with no previous training or experience, can be utilized to estimate abovementioned physiological parameters. The basis assumptions develop two-finger models estimating percent glycated first model consists of blood-vessel-only hypothesis, whereas second based on whole-finger system....

10.1038/s41598-021-91527-2 article EN cc-by Scientific Reports 2021-06-09

Image distortion during multiple-exposure capture is a common scenario, and most of the existing legacy image content in low dynamic range (LDR). For both these problems, pseudo multiple exposure generation from single possible solution. Hence, this article, we propose novel method for high (HDR)-like by fusing pseudo-multi-exposure images that are produced only one image. The proposed pseudo-exposure based on intensity mapping function (IMF). First, our system learns relation between...

10.1109/tce.2021.3066431 article EN IEEE Transactions on Consumer Electronics 2021-03-17

Despite being at the start of 21st-century, non-invasive measurement blood glucose still remains a challenging task in scientific world. In recent times, several studies have been carried out based on optical properties light to measure changes volume and tried calculate various physiological parameters including using PPG signal. our study, we try develop method for estimation by transmissive reflective signals subjects. We also hardware system collect PPG. proposed method, accurately...

10.1109/ictc49870.2020.9289629 article EN 2021 International Conference on Information and Communication Technology Convergence (ICTC) 2020-10-21

Low dynamic range (LDR) image may contain low‐light and highlight areas due to the limitations of conventional sensors. Low‐light phenomena limit colour richness visibility objects in an image. Therefore, it can cause a reduction quality images loss accuracy application recognition. To overcome this, high (HDR)‐like have been developed with rich colours such as those seen by human eye. In this study, authors propose method obtain HDR‐like from single LDR removing specular component pixels...

10.1049/iet-ipr.2019.1099 article EN IET Image Processing 2020-03-04

Single-photon sensors measure light signals at the finest possible resolution — individual photons. These introduce two major challenges in form of strong Poisson noise and extremely large data acquisition rates, which are also inherited by downstream computer vision tasks. Previous work has largely focused on solving image reconstruction problem first then using off-the-shelf methods for tasks, but most general solutions that account motion costly not scalable to volumes produced...

10.1109/iccv51070.2023.00960 article EN 2021 IEEE/CVF International Conference on Computer Vision (ICCV) 2023-10-01

Single-photon cameras (SPCs) are emerging as sensors of choice for various challenging imaging applications. One class SPCs based on the single-photon avalanche diode (SPAD) detects individual photons using an process; raw photon data can then be processed to extract scene information under extremely low light, high dynamic range, and rapid motion. Yet, sensitivity in SPADs comes at a cost -- each detection consumes more energy than that CMOS camera. This power significantly limits sensor...

10.48550/arxiv.2409.18337 preprint EN arXiv (Cornell University) 2024-09-26

The problem of vehicle licence plate re-identification is generally considered as a one-shot image retrieval problem. objective this task to learn feature representation (called "signature") for plates. Incoming images are converted signatures and matched previously collected template database through distance measure. Then, the input recognized whose signature "nearest" signature. restricted contain only single per unique our We measure performance deep convolutional net-based features...

10.48550/arxiv.1712.00282 preprint EN other-oa arXiv (Cornell University) 2017-01-01

Security and reconnaissance applications are prominent BCI paradigms which less complex sophisticated if there is no contamination in Electroencephalogram (EEG) signal. The better the quality of EEG signal ensures performance (better Information Transfer Rate (ITR), high Signal to Noise Ratio (SNR), Bandwidth (BW), so on) paradigms. Drowsiness one major that hampers operation modern In this research, a non-intrusive machine vision based concept used determine drowsiness from patient ensure...

10.1109/ceeict.2016.7873106 article EN 2016-09-01

Modern image sensors can acquire more data than previous due to increased bit depth. But storage devices and display do not support up that Alongside with this, produce or capture HDR images it is also important preserve the sensor native as much can. These intentions motivate introduction of log-encoding idea in imaging devices. Log-encoding saves well keeps roughly exact information from sensor. Different camera manufacturing companies developed their own log-curve color gamut for...

10.1109/ictc46691.2019.8939972 article EN 2021 International Conference on Information and Communication Technology Convergence (ICTC) 2019-10-01

Single-photon avalanche diodes (SPADs) are an emerging sensor technology capable of detecting individual incident photons, and capturing their time-of-arrival with high timing precision. While these sensors were limited to single-pixel or low-resolution devices in the past, recently, large (up 1 MPixel) SPAD arrays have been developed. These single-photon cameras (SPCs) high-speed sequences binary images no read noise. We present quanta burst photography, a computational photography...

10.48550/arxiv.2006.11840 preprint EN other-oa arXiv (Cornell University) 2020-01-01

We consider the license plate re-identification task, treated here as a one-shot image retrieval problem. Our objective is to learn feature representation for images, such that single training of given (referred template image) sufficient perform nearest-neighbour with high accuracy at test time. Also, should ideally be generalisable across datasets and extractable in real-time on resource-constrained embedded hardware or moderately powerful cellphone.

10.1145/3293353.3293402 article EN 2018-12-18

From naval to aerospace and industry household, everywhere the necessity of aluminum is felt. But oxide film can be formed on this metal its alloys during casting or welding due high affinity for oxygen. This phenomenon further lead porosity which a vital defect. Visual inspection not sufficient different human constraints. So, many image processing techniques have been developed. For better welding, we propose here two useful efficient techniques. Unlike most previous techniques, our...

10.1109/iceic49074.2020.9051365 article EN 2020 International Conference on Electronics, Information, and Communication (ICEIC) 2020-01-01

Abstract Glycated hemoglobin and blood oxygenation are the two most important factors for monitoring a patient’s oxygen levels in amount of average glucose levels. Digital Volume Pulse acquisition is convenient method, even person with no previous training or experience, can be utilized to estimate abovementioned physiological parameters. The basis assumptions develop two-finger models estimating percent glycated first model consists vessel only hypothesis, while second based on whole-finger...

10.21203/rs.3.rs-129592/v1 preprint EN cc-by Research Square (Research Square) 2020-12-21
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