Prajwal Kumar SinghIndian Institute of Technology Gandhinagar · Faculty of Computer Science and Engineering
Prajwal Kumar Singh
Doctor of Philosophy
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Citations since 2017
7 Research Items
August 2019 - June 2021
Reconstructing images using brain signals of imagined visuals may provide an augmented vision to the disabled, leading to the advancement of Brain-Computer Interface (BCI) technology. The recent progress in deep learning has boosted the study area of synthesizing images from brain signals using Generative Adversarial Networks (GAN). In this work, w...
Point cloud is an efficient way of representing and storing 3D geometric data. Deep learning algorithms on point clouds are time and memory efficient. Several methods such as PointNet and FoldingNet have been proposed for processing point clouds. This work proposes an autoencoder based framework to generate robust embeddings for point clouds by uti...
Handwritten document image binarization is a challenging task due to high diversity in the content, page style, and condition of the documents. While the traditional thresholding methods fail to generalize on such challenging scenarios, deep learning based methods can generalize well however, require a large training data. Current datasets for hand...
Automatic extraction of raw data from 2D line plot images is a problem of great importance having many real-world applications. Several algorithms have been proposed for solving this problem. However, these algorithms involve a significant amount of human intervention. To minimize this intervention, we propose APEX-Net, a deep learning based framew...
Purpose of this project is to develop Arduino Bot which keep track of color object. We connect this bot to PC using Bluetooth or Serial USB cabel. Then the running Python program on PC get live video feed from PC camera or Mobile Camera (IP Webcam app) and process image with Opencv to extract useful information , after that this information is given to algorithm which is developed to detect movement of object and according to movement signal is send to the bot.
This is a web crawler develop using Python , Selenium and small part of PhantomJS . Purpose of this crawler is to crawl user information from different coding platform like HackerRank, HackerEarth ,CodeChef and CodeForces.
It is basically for Competitive Programming , and aim is to collect user data from different-different programming sites assemble all that data into one place and show user there progress and also inform them about upcoming contest , show them there whole information on Desktop .