Mridul Ghosh
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View article: PneuViT: Vision Transformer-Infused Deep Learning Model for Pneumonia Screening using Chest X-rays and CTs
PneuViT: Vision Transformer-Infused Deep Learning Model for Pneumonia Screening using Chest X-rays and CTs Open
View article: BrownViTNet: Hybrid CNN-Vision Transformer Model for the Classification of Brownfields in Aerial Imagery
BrownViTNet: Hybrid CNN-Vision Transformer Model for the Classification of Brownfields in Aerial Imagery Open
The identification of brownfield sites through satellite imagery is a crucial yet challenging classification problem in the field of remote sensing applications. In this study, we leverage aerial images sourced from Google Maps, Bing Maps,…
View article: Traditional and deep learning-oriented medical and biological image analysis
Traditional and deep learning-oriented medical and biological image analysis Open
We investigated various methods for image segmentation and image processing for the segmentation of MRI of human medical data, as well as bioinformatics for the segmentation of brain cell details, in this work. The goal is to demonstrate a…
View article: LWSNet - a novel deep-learning architecture to segregate Covid-19 and pneumonia from x-ray imagery
LWSNet - a novel deep-learning architecture to segregate Covid-19 and pneumonia from x-ray imagery Open
View article: Various Approaches to the Quantitative Evaluation of Biological and Medical Data Using Mathematical Models
Various Approaches to the Quantitative Evaluation of Biological and Medical Data Using Mathematical Models Open
Biomedical data (structured and unstructured) has grown dramatically in strength and volume over the last few years. Innovative, intelligent, and autonomous scientific approaches are needed to examine the large data sets that are gradually…
View article: Classification of Geometric Forms in Mosaics Using Deep Neural Network
Classification of Geometric Forms in Mosaics Using Deep Neural Network Open
The paper addresses an image processing problem in the field of fine arts. In particular, a deep learning-based technique to classify geometric forms of artworks, such as paintings and mosaics, is presented. We proposed and tested a convol…
View article: Movie Title Extraction and Script Separation Using Shallow Convolution Neural Network
Movie Title Extraction and Script Separation Using Shallow Convolution Neural Network Open
Graphical texts in natural images play an important role in portraying information in multitudinous fields such as communication, education, and entertainment to name a few. Recognizing text in scene images is challenging due to the inhere…
View article: Workspace Identification of Stewart Platform
Workspace Identification of Stewart Platform Open
The workspace identification of 6-DOF Stewart Platform has been done in this paper through inverse kinematic modeling. This Stewart Platform has six linear cylinder–piston actuators connected within fixed and the moving platform. The motio…
View article: Artistic multi-script identification at character level with extreme learning machine
Artistic multi-script identification at character level with extreme learning machine Open
In this work, a novel problem, namely artistic multi-script identification at character level has been addressed. Two types of documents: real/ natural and synthetic have been used for dataset preparation. After binarizing using Otsu's glo…
View article: Music chord inversion shape identification with LSTM-RNN
Music chord inversion shape identification with LSTM-RNN Open
The art of music production has changed slowly over time with the technological advances. Multifarious automated solutions have lent a helping and to the musicians in different ways from practice to production and stage performance. In the…
View article: Gait Recognition for Human Identification Using Fourier Descriptor and Anatomical Landmarks
Gait Recognition for Human Identification Using Fourier Descriptor and Anatomical Landmarks Open
This paper presents a gait recognition method which is based on spatio-temporal movement characteristics of human subject with respect to surveillance camera. Different measures, like leg rise from ground (LRFG), the angles created between…