2 citations · 2 across the 8 of their papers we have counts for
9 papers
Cellcounter: a deep learning framework for high-fidelity spatial localization of neurons
Tamal Batabyal, Aijaz Ahmad Naik, Daniel Weller +1
Many neuroscientific applications require robust and accurate localization of neurons. It is still an unsolved problem because of the enormous variation in intensity, texture, spat…
An Efficient Convolutional Neural Network for Coronary Heart Disease Prediction
Aniruddha Dutta, Tamal Batabyal, Meheli Basu +1
This study proposes an efficient neural network with convolutional layers to classify significantly class-imbalanced clinical data. The data are curated from the National Health an…
GlidarCo: gait recognition by 3D skeleton estimation and biometric feature correction of flash lidar data
Nasrin Sadeghzadehyazdi, Tamal Batabyal, Nibir K. Dhar +3
Gait recognition using noninvasively acquired data has been attracting an increasing interest in the last decade. Among various modalities of data sources, it is experimentally fou…
Glidar3DJ: A View-Invariant gait identification via flash lidar data correction
Nasrin Sadeghzadehyazdi, Tamal Batabyal, A. Glandon +4
Gait recognition is a leading remote-based identification method, suitable for real-world surveillance and medical applications. Model-based gait recognition methods have been part…
Hieroglyph: Hierarchical Glia Graph Skeletonization and Matching
Tiffany T. Ly, Tamal Batabyal, Jeremy Thompson +3
Automatic 3D reconstruction of glia morphology is a powerful tool necessary for investigating the role of microglia in neurological disorders in the central nervous system. Current…
NeuroPath2Path: Classification and elastic morphing between neuronal arbors using path-wise similarity
Tamal Batabyal, Barry Condron, Scott T. Acton
The shape and connectivity of a neuron determine its function. Modern imaging methods have proven successful at extracting such information. However, in order to analyze this type…
LCuts: Linear Clustering of Bacteria using Recursive Graph Cuts
Jie Wang, Tamal Batabyal, Mingxing Zhang +4
Bacterial biofilm segmentation poses significant challenges due to lack of apparent structure, poor imaging resolution, limited contrast between conterminous cells and high density…
PrecoG: an efficient unitary split preconditioner for the transform-domain LMS filter via graph Laplacian regularization
Tamal Batabyal, Daniel S. Weller, Jaideep Kapur +1
Transform-domain least mean squares (LMS) adaptive filters encompass the class of algorithms where the input data are subjected to a data-independent unitary transform followed by…
ElasticPath2Path: Automated morphological classification of neurons by elastic path matching
Tamal Batabyal, Scott T. Acton
In the study of neurons, morphology influences function. The complexity in the structure of neurons poses a challenge in the identification and analysis of similar and dissimilar n…