Nasir M. Rajpoot

According to our database1, Nasir M. Rajpoot authored at least 109 papers between 1998 and 2018.

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Bibliography

2018
Correlation Filters for Detection of Cellular Nuclei in Histopathology Images.
J. Medical Systems, 2018

Methods for Segmentation and Classification of Digital Microscopy Tissue Images.
CoRR, 2018

Leveraging Transfer Learning for Segmenting Lesions and their Attributes in Dermoscopy Images.
CoRR, 2018

Nuclei Detection Using Mixture Density Networks.
CoRR, 2018

Composition Loss for Counting, Density Map Estimation and Localization in Dense Crowds.
CoRR, 2018

Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection.
CoRR, 2018

Predicting breast tumor proliferation from whole-slide images: the TUPAC16 challenge.
CoRR, 2018

Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions.
CoRR, 2018

MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images.
CoRR, 2018

Fast and Accurate Tumor Segmentation of Histology Images using Persistent Homology and Deep Convolutional Features.
CoRR, 2018

Micro-Net: A unified model for segmentation of various objects in microscopy images.
CoRR, 2018

Context-Aware Learning using Transferable Features for Classification of Breast Cancer Histology Images.
CoRR, 2018

Novel digital tissue phenotypic signatures of distant metastasis in colorectal cancer.
CoRR, 2018

Deep Autoencoder Features for Registration of Histology Images.
Proceedings of the Medical Image Understanding and Analysis - 22nd Conference, 2018

A Multi-resolution Deep Learning Framework for Lung Adenocarcinoma Growth Pattern Classification.
Proceedings of the Medical Image Understanding and Analysis - 22nd Conference, 2018

Classification of lung cancer histology images using patch-level summary statistics.
Proceedings of the Medical Imaging 2018: Digital Pathology, 2018

A bottom-up approach for tumour differentiation in whole slide images of lung adenocarcinoma.
Proceedings of the Medical Imaging 2018: Digital Pathology, 2018

Significance of Hyperparameter Optimization for Metastasis Detection in Breast Histology Images.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Nuclei Detection Using Mixture Density Networks.
Proceedings of the Machine Learning in Medical Imaging - 9th International Workshop, 2018

Cellular Community Detection for Tissue Phenotyping in Histology Images.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Uncertainty Driven Pooling Network for Microvessel Segmentation in Routine Histology Images.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

SAMS-NET: Stain-aware multi-scale network for instance-based nuclei segmentation in histology images.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Context-Aware Learning Using Transferable Features for Classification of Breast Cancer Histology Images.
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

Composition Loss for Counting, Density Map Estimation and Localization in Dense Crowds.
Proceedings of the Computer Vision - ECCV 2018, 2018

2017
Using Geodesic Space Density Gradients for Network Community Detection.
IEEE Trans. Knowl. Data Eng., 2017

Dual-Channel Active Contour Model for Megakaryocytic Cell Segmentation in Bone Marrow Trephine Histology Images.
IEEE Trans. Biomed. Engineering, 2017

Gland segmentation in colon histology images: The glas challenge contest.
Medical Image Analysis, 2017

Multi-resolution cell orientation congruence descriptors for epithelium segmentation in endometrial histology images.
Medical Image Analysis, 2017

Her2 Challenge Contest: A Detailed Assessment of Automated Her2 Scoring Algorithms in Whole Slide Images of Breast Cancer Tissues.
CoRR, 2017

Representation-Aggregation Networks for Segmentation of Multi-Gigapixel Histology Images.
CoRR, 2017

Conceptual data sampling for breast cancer histology image classification.
Comp. in Bio. and Med., 2017

Simultaneous Cell Detection and Classification with an Asymmetric Deep Autoencoder in Bone Marrow Histology Images.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

MIMONet: Gland Segmentation Using Multi-Input-Multi-Output Convolutional Neural Network.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

Tumor Segmentation in Whole Slide Images Using Persistent Homology and Deep Convolutional Features.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

Hybrid deep autoencoder with Curvature Gaussian for detection of various types of cells in bone marrow trephine biopsy images.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

MIMO-Net: A multi-input multi-output convolutional neural network for cell segmentation in fluorescence microscopy images.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016
Locality Sensitive Deep Learning for Detection and Classification of Nuclei in Routine Colon Cancer Histology Images.
IEEE Trans. Med. Imaging, 2016

Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest.
CoRR, 2016

A model of the spatial tumour heterogeneity in colorectal adenocarcinoma tissue.
BMC Bioinformatics, 2016

Subcellular protein expression models for microsatellite instability in colorectal adenocarcinoma tissue images.
BMC Bioinformatics, 2016

Robust normalization protocols for multiplexed fluorescence bioimage analysis.
BioData Mining, 2016

Persistent Homology for Fast Tumor Segmentation in Whole Slide Histology Images.
Proceedings of the 20th Conference on Medical Image Understanding and Analysis, 2016

Handcrafted features with convolutional neural networks for detection of tumor cells in histology images.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Stain deconvolution of histology images via independent component analysis in the wavelet domain.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

How divided is a cell? Eigenphase nuclei for classification of mitotic phase in cancer histology images.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015
A Stochastic Polygons Model for Glandular Structures in Colon Histology Images.
IEEE Trans. Med. Imaging, 2015

A Global Covariance Descriptor for Nuclear Atypia Scoring in Breast Histopathology Images.
IEEE J. Biomedical and Health Informatics, 2015

Registration of thermal and visible light images of diseased plants using silhouette extraction in the wavelet domain.
Pattern Recognition, 2015

Assessment of algorithms for mitosis detection in breast cancer histopathology images.
Medical Image Analysis, 2015

Cell words: Modelling the visual appearance of cells in histopathology images.
Comp. Med. Imag. and Graph., 2015

Localisation of luminal epithelium edge in digital histopathology images of IHC stained slides of endometrial biopsies.
Comp. Med. Imag. and Graph., 2015

Cell Nuclei Segmentation in Variable Intensity Fluorescence Microscopy Images.
Proceedings of the Medical Image Understanding and Analysis, 2015

A Discriminative Framework for Stain Deconvolution of Histopathology Images in the Maxwellian Space.
Proceedings of the Medical Image Understanding and Analysis, 2015

Multi-class stain separation using independent component analysis.
Proceedings of the Medical Imaging 2015: Digital Pathology, 2015

A circumscribing active contour model for delineation of nuclei and membranes of megakaryocytes in bone marrow trephine biopsy images.
Proceedings of the Medical Imaging 2015: Digital Pathology, 2015

A novel texture descriptor for detection of glandular structures in colon histology images.
Proceedings of the Medical Imaging 2015: Digital Pathology, 2015

Anisotropic tubular filtering for automatic detection of acid-fast bacilli in Ziehl-Neelsen stained sputum smear samples.
Proceedings of the Medical Imaging 2015: Digital Pathology, 2015

A Spatially Constrained Deep Learning Framework for Detection of Epithelial Tumor Nuclei in Cancer Histology Images.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2015

A Novel Cell Orientation Congruence Descriptor for Superpixel Based Epithelium Segmentation in Endometrial Histology Images.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2015

A random polygons model of glandular structures in colon histology images.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

A model of the spatial microenvironment of the colonic crypt.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
A Nonlinear Mapping Approach to Stain Normalization in Digital Histopathology Images Using Image-Specific Color Deconvolution.
IEEE Trans. Biomed. Engineering, 2014

Cell phenotyping in multi-tag fluorescent bioimages.
Neurocomputing, 2014

Assessment of algorithms for mitosis detection in breast cancer histopathology images.
CoRR, 2014

DiSWOP: a novel measure for cell-level protein network analysis in localized proteomics image data.
Bioinformatics, 2014

A fast method for approximate registration of whole-slide images of serial sections using local curvature.
Proceedings of the Medical Imaging 2014: Digital Pathology, 2014

A Bayesian framework for cell-level protein network analysis for multivariate proteomics image data.
Proceedings of the Medical Imaging 2014: Digital Pathology, 2014

Geodesic Geometric Mean of Regional Covariance Descriptors as an Image-Level Descriptor for Nuclear Atypia Grading in Breast Histology Images.
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014

On generating cell exemplars for detection of mitotic cells in breast cancer histopathology images.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
A novel framework for exploratory analysis of highly variable morphology of migrating epithelial cells.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
A multiresolution framework for local similarity based image denoising.
Pattern Recognition, 2012

Special issue on microscopy image analysis for biomedical applications.
Mach. Vis. Appl., 2012

Spatiotemporal maps of CaMKII in dendritic spines.
Journal of Computational Neuroscience, 2012

A Gamma-Gaussian mixture model for detection of mitotic cells in breast cancer histopathology images.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Automated Segmentation and Tracking of Dynamic Focal Adhesions in Time-Lapse Fluorescence Microscopy.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

A Novel Paradigm for Mining Cell Phenotypes in Multi-tag Bioimages Using a Locality Preserving Nonlinear Embedding.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

2011
Hybrid Diversification Operator-Based Evolutionary Approach Towards Tomographic Image Reconstruction.
IEEE Trans. Image Processing, 2011

BioIMAX: A Web 2.0 approach for easy exploratory and collaborative access to multivariate bioimage data.
BMC Bioinformatics, 2011

2010
Special Issue on New Advances in Video-Based Gait Analysis and Applications: Challenges and Solutions.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2010

Pattern Recognition in Histopathological Images: An ICPR 2010 Contest.
Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010

2009
Texture Based Classification of Hyperspecrtal Colon Biopsy Samples Using CLBP.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Multilateral filtering: A novel framework for generic similarity-based image denoising.
Proceedings of the International Conference on Image Processing, 2009

VillageFinder: Segmentation of Nucleated Villages in Satellite Imagery.
Proceedings of the British Machine Vision Conference, 2009

2008
Adaptive Discriminant Wavelet Packet Transform and Local Binary Patterns for Meningioma Subtype Classification.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Flexible synapse detection in fluorescence micrographs by modeling human expert grading.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Discrete Wavelet Diffusion for Image Denoising.
Proceedings of the Image and Signal Processing - 3rd International Conference, 2008

Estimation of Dense, Non-rigid Motion Fields from a Multi-camera Array Using a Hierarchical Mixture Model.
Proceedings of the Articulated Motion and Deformable Objects, 5th International Conference, 2008

2007
Surface Estimation and Tracking using Sequential MCMC Methods for Video Based Rendering.
Proceedings of the International Conference on Image Processing, 2007

Unsupervised Learning of Shape Manifolds.
Proceedings of the British Machine Vision Conference 2007, 2007

Bayesian Surface Estimation from Multiple Cameras Using a Prior Based on the Visual Hull and its Application to Image Based Rendering.
Proceedings of the British Machine Vision Conference 2007, 2007

2006
Texture Classification with Ants.
Proceedings of the International Conference on Image Processing, 2006

2005
Light Field Reconstruction Using a Planar Patch Model.
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

Image denoising using multiscale directional cosine bases.
Proceedings of the 2005 International Conference on Image Processing, 2005

Estimating Planar Patches for Light Field Reconstruction.
Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005

2004
SVM Optimization for Hyperspectral Colon Tissue Cell Classification.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Radon/ridgelet signature for image authentication.
Proceedings of the 2004 International Conference on Image Processing, 2004

Adaptive wavelet restoration of noisy video sequences.
Proceedings of the 2004 International Conference on Image Processing, 2004

Model Based Optimal Bit Allocation.
Proceedings of the 2004 Data Compression Conference (DCC 2004), 2004

2003
Adaptive wavelet packet basis selection for zerotree image coding.
IEEE Trans. Image Processing, 2003

Stack-Run Adaptive Wavelet Image Coding.
Proceedings of the 2003 Data Compression Conference (DCC 2003), 2003

Discriminant Feature Selection for Texture Classification.
Proceedings of the British Machine Vision Conference, 2003

2002
Less Redundant Codes for Variable Size Dictionaries.
Proceedings of the 2002 Data Compression Conference (DCC 2002), 2002

2001
Adaptive wavelet image compression.
PhD thesis, 2001

The Effect of Flexible Parsing for Dynamic Dictionary-Based Data Compression.
ACM Journal of Experimental Algorithmics, 2001

A new basis selection paradigm for wavelet packet image coding.
Proceedings of the 2001 International Conference on Image Processing, 2001

1999
On Zerotree Quantization for Embedded Wavelet Packet Image Coding.
Proceedings of the 1999 International Conference on Image Processing, 1999

The Effect of Flexible Parsing for Dynamic Dictionary Based Data Compression.
Proceedings of the Data Compression Conference, 1999

1998
Implementation and Experimental Evaluation of Flexible Parsing for Dynamic Dictionary Based Data Compression.
Proceedings of the Algorithm Engineering, 1998


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