Sumit K. Nath

Guru Nanak Dev University — India

Computer Science · Physical Sciences

8h-index433citations19works0.32yr avg
OpenAlex↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Medical Image Segmentation Techniques(6), Image and Signal Denoising Methods(6), Advanced Image and Video Retrieval Techniques(5), Cell Image Analysis Techniques(5), Advanced Vision and Imaging(4)

Publications19 total

Hybrid Transfer Learning-Based Pomegranate Fruit Disease Classification
Lecture notes in networks and systems·2025
Hybrid Transfer Learning based Pomegranate Fruit Disease Identification
2024· 1 cited
FTASD - A Fine Tuning Approach for Stable Diffusion Models
2024
Cell-based quantification of molecular biomarkers in histopathology specimens
Histopathology·2011· 31 citedOpen Access
Fast Graph Partitioning Active Contours for Image Segmentation Using Histograms.
PubMed·2010Open Access
Fast Graph Partitioning Active Contours for Image Segmentation Using Histograms
EURASIP Journal on Image and Video Processing·2009· 8 citedOpen Access
Moving Object Segmentation Using the Flux Tensor for Biological Video Microscopy
Lecture notes in computer science·2007· 35 cited
Flux Tensor Constrained Geodesic Active Contours with Sensor Fusion for Persistent Object Tracking
Journal of Multimedia·2007· 85 citedOpen Access
Accurate Spatial Neighborhood Relationships for Arbitrarily-Shaped Objects Using Hamilton-Jacobi GVD
Lecture notes in computer science·2007· 6 cited
Quantitative Cell Motility for In Vitro Wound Healing Using Level Set-Based Active Contour Tracking
2006· 63 citedOpen Access
Cell Segmentation Using Coupled Level Sets and Graph-Vertex Coloring
Lecture notes in computer science·2006· 118 cited
Robust Tracking of Migrating Cells Using Four-Color Level Set Segmentation
Lecture notes in computer science·2006· 23 cited
An improved, wavelet-based, stereoscopic image sequence codec with SNR and spatial scalability
Signal Processing Image Communication·2005· 7 cited
Adaptive Robust Structure Tensors for Orientation Estimation and Image Segmentation
Lecture notes in computer science·2005· 31 cited
Wavelet-based scalable coding of still and time-varying stereoscopic imagery
uO Research (University of Ottawa)·2004· 1 citedOpen Access
Improved image reconstruction by combining ARMA modeling with wavelet decomposition: preliminary results
2003
A new method for removal of edge artifacts using a 2D extrapolated discrete wavelet transform with biorthogonal wavelets
2002
<title>Minimization of edge effects in images using an extrapolated discrete wavelet transform</title>
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE·2001
Wavelet based compression and denoising of optical tomography data
Optics Communications·1999· 24 cited

Frequent Co-authors

Kannappan Palaniappan(9), Filiz Bunyak(5), Éric Dubois(3), Sumit Kumar Banerjee(2), Priyanka Chakraborty(2), Gunasekaran Seetharaman(1), Tobias I. Baskin(1), Gang Dong(1), Ilker Ersoy(1), Yousef Al‐Kofahi(1), Wiem Lassoued(1), Kedar Grama(1), Jianliang Zhu(1), Ridha Oueslati(1), Michael D. Feldman(1), William M. F. Lee(1), Badrinath Roysam(1), R. M. Vasu(1), Μ. Pandit(1), Bidyutmala Saha(1)