Search Results - "Sutradhar, Pallab"
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GoRG: Towards a GPU-Accelerated Multiview Hyperspectral Depth Estimation Tool for Medical Applications
Published in Sensors (Basel, Switzerland) (14-06-2021)“…HyperSpectral (HS) images have been successfully used for brain tumor boundary detection during resection operations. Nowadays, these classification maps…”
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Journal Article -
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Hyperparameter Optimization for Brain Tumor Classification with Hyperspectral Images
Published in 2022 25th Euromicro Conference on Digital System Design (DSD) (01-08-2022)“…Hyperspectral (HS) imaging (HSI) techniques have demonstrated to be useful in the medical field to characterize tissues without any contact and without…”
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Conference Proceeding -
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Real-Time Hyperspectral and Depth Fusion Calibration Method for Improved Reflectance Measures on Arbitrary Complex Surfaces
Published in 2023 26th Euromicro Conference on Digital System Design (DSD) (06-09-2023)“…In the field of hyperspectral imaging, accurate and reliable data analysis is essential for many applications, including medicine, remote sensing, and material…”
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Conference Proceeding -
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An Embedded GPU Accelerated Hyperspectral Video Classification System in Real-Time
Published in 2021 XXXVI Conference on Design of Circuits and Integrated Systems (DCIS) (24-11-2021)“…Uyperspectral imaging (HSI) has been adopted during the last years in different applications where material classification plays an important role. This…”
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Conference Proceeding -
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Stitching technique based on SURF for Hyperspectral Pushbroom Linescan Cameras
Published in 2021 XXXVI Conference on Design of Circuits and Integrated Systems (DCIS) (24-11-2021)“…Hyperspectral imaging (HSI) has a crucial role in material classification tasks. The primary type of sensors in this field are linescan sensors, offering a…”
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Conference Proceeding -
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Analysis and methodology for enabling DNN inference in an IoT edge environment in depth completion tasks
Published in 2022 37th Conference on Design of Circuits and Integrated Circuits (DCIS) (16-11-2022)“…IoT and artificial intelligence (AI) have attracted a huge amount of interest in recent years, creating the so-called edge artificial intelligence field…”
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Conference Proceeding -
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Exploration of Realtime Brain tumor classification from Hyperspectral Images in Heterogeneous Embedded MPSoC
Published in 2022 37th Conference on Design of Circuits and Integrated Circuits (DCIS) (16-11-2022)“…With the growth in the complexity of image processing algorithms, the computational power of processing systems must keep up with the requirements. To respond…”
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Conference Proceeding