Srinandan Dasmahapatra

Orcid: 0000-0002-9757-5315

According to our database1, Srinandan Dasmahapatra authored at least 62 papers between 1999 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2023
ADS_UNet: A nested UNet for histopathology image segmentation.
Expert Syst. Appl., September, 2023

JetLOV: Enhancing Jet Tree Tagging through Neural Network Learning of Optimal LundNet Variables.
CoRR, 2023

Probabilistic Weight Fixing: Large-scale training of neural network weight uncertainties for quantization.
CoRR, 2023

MatSpectNet: Material Segmentation Network with Domain-Aware and Physically-Constrained Hyperspectral Reconstruction.
CoRR, 2023

DBAT: Dynamic Backward Attention Transformer for Material Segmentation with Cross-Resolution Patches.
CoRR, 2023

Material Recognition for Immersive Interactions in Virtual/Augmented Reality.
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2023

Probabilistic Weight Fixing: Large-scale training of neural network weight uncertainties for quantisation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Rotation-Scale Equivariant Steerable Filters.
Proceedings of the Medical Imaging with Deep Learning, 2023

Optimising 2D Pose Representations: Improving Accuracy, Stability and Generalisability Within Unsupervised 2D-3D Human Pose Estimation.
Proceedings of the 20th ACM SIGGRAPH European Conference on Visual Media Production, 2023

2022
Convex Multi-View Clustering Via Robust Low Rank Approximation With Application to Multi-Omic Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Optimising 2D Pose Representation: Improve Accuracy, Stability and Generalisability Within Unsupervised 2D-3D Human Pose Estimation.
CoRR, 2022

CAM-SegNet: A Context-Aware Dense Material Segmentation Network for Sparsely Labelled Datasets.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Can Super Resolution Improve Human Pose Estimation in Low Resolution Scenarios?
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Dense Material Segmentation with Context-Aware Network.
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2022

Scale-Equivariant UNet for Histopathology Image Segmentation.
Proceedings of the Geometric Deep Learning in Medical Image Analysis, 2022

Weight Fixing Networks.
Proceedings of the Computer Vision - ECCV 2022, 2022

Enhancing Material Features Using Dynamic Backward Attention on Cross-Resolution Patches.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
Super Resolution in Human Pose Estimation: Pixelated Poses to a Resolution Result?
CoRR, 2021

2020
Ridge Detection and Analysis of Susceptibility-Weighted Magnetic Resonance Imaging in Neonatal Hypoxic-Ischaemic Encephalopathy.
Proceedings of the Medical Image Understanding and Analysis - 24th Annual Conference, 2020

2019
Stability of Mitotic Spindle Using Computational Mechanics.
Proceedings of the 9th International Conference on Bioscience, 2019

2017
Fast approximate Bayesian computation for estimating parameters in differential equations.
Stat. Comput., 2017

2016
A Low Dimensional Approximation For Competence In Bacillus Subtilis.
IEEE ACM Trans. Comput. Biol. Bioinform., 2016

2015
Dynamical System Approach for Edge Detection Using Coupled FitzHugh-Nagumo Neurons.
IEEE Trans. Image Process., 2015

Drift removal in plant electrical signals via IIR filtering using wavelet energy.
Comput. Electron. Agric., 2015

2013
Design of a Low-Power On-Body ECG Classifier for Remote Cardiovascular Monitoring Systems.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2013

2012
On the Trade-Off of Accuracy and Computational Complexity for Classifying Normal and Abnormal ECG in Remote CVD Monitoring Systems.
Proceedings of the 2012 IEEE Workshop on Signal Processing Systems, 2012

2011
On the VLSI Implementation of Adaptive-Frequency Hopf Oscillator.
IEEE Trans. Circuits Syst. I Regul. Pap., 2011

The design and implementation of a novel security model for HealthAgents.
Knowl. Eng. Rev., 2011

The HealthAgents ontology: knowledge representation in a distributed decision support system for brain tumours.
Knowl. Eng. Rev., 2011

A knowledge-rich distributed decision support framework: a case study for brain tumour diagnosis.
Knowl. Eng. Rev., 2011

2010
A knowledgeable security model for distributed health information systems.
Comput. Secur., 2010

Using Wikipedia to alleviate data sparsity issues in Recommender Systems.
Proceedings of the 5th International Workshop on Semantic Media Adaptation and Personalization, 2010

2009
Facilitating Knowledge Management in Pervasive Health Care Systems.
Proceedings of the Networked Knowledge - Networked Media, 2009

A distributed, service-based framework for knowledge applications with multimedia.
ACM Trans. Inf. Syst., 2009

HealthAgents: distributed multi-agent brain tumor diagnosis and prognosis.
Appl. Intell., 2009

2008
Secure Interaction Models for the HealthAgents System.
Proceedings of the Computer Safety, 2008

Incorporating Probabilistic Knowledge in HealthAgents: a Conceptual Graph Approach.
Proceedings of the Supplementary Proceedings of the 16th International Conference on Conceptual Structures, 2008

A Security Model and its Application to a Distributed Decision Support System for Healthcare.
Proceedings of the The Third International Conference on Availability, 2008

2007
Semantic metrics.
Int. J. Metadata Semant. Ontologies, 2007

Reflections on a medical ontology.
Int. J. Hum. Comput. Stud., 2007

Emerging Consensus In-situ.
Proceedings of the 2nd International Workshop on Ontology Matching (OM-2007) Collocated with the 6th International Semantic Web Conference (ISWC-2007) and the 2nd Asian Semantic Web Conference (ASWC-2007), 2007

Decentralised Clinical Guidelines Modelling with Lightweight Coordination Calculus.
Proceedings of the Short Paper Proceedings of the 2nd International Symposium on Languages in Biology and Medicine (LBM 2007), 2007


Indexing ontologies with semantics-enhanced keywords.
Proceedings of the 4th International Conference on Knowledge Capture (K-CAP 2007), 2007

Conceptual Graphs Based Information Retrieval in HealthAgents.
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

On Capturing Semantics in Ontology Mapping.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Noise as a Computational Resource.
Int. J. Unconv. Comput., 2006

Living with the Semantic Gap: Experiences and Remedies in the Context of Medical Imaging.
Proceedings of the Poster and Demo Proceedings of the 1st International Conference on Semantic and Digital Media Technologies, 2006

On the Design of a Web-Based Decision Support System for Brain Tumour Diagnosis Using Distributed Agents.
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

2005
Ontology-Mediated Distributed Decision Support for Breast Cancer.
Proceedings of the Artificial Intelligence in Medicine, 2005

2004
Multimedia Distributed Knowledge Management in MIAKT.
Proceedings of the 4th International Workshop on Knowledge Markup and Semantic Annotation ( SemAnnot 2004 ) located at the 3rd International Semantic Web Conference ISWC 2004 8th November 2004, 2004

Data Driven Ontology Evaluation.
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

FCA in Knowledge Technologies: Experiences and Opportunities.
Proceedings of the Concept Lattices, 2004

Managing Patient Record Instances Using DL-Enabled Formal Concept Analysis.
Proceedings of the Engineering Knowledge in the Age of the Semantic Web, 2004

2003
Identifying Communities of Practice through Ontology Network Analysis.
IEEE Intell. Syst., 2003

Ontology-Based Medical Image Annotation with Description Logics.
Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2003), 2003

From Lexicon To Mammographic Ontology: Experiences and Lessons.
Proceedings of the 2003 International Workshop on Description Logics (DL2003), 2003

2002
High-level approaches to confidence estimation in speech recognition.
IEEE Trans. Speech Audio Process., 2002

Managing Reference: Ensuring Referential Integrity of Ontologies for the Semantic Web.
Proceedings of the Knowledge Engineering and Knowledge Management. Ontologies and the Semantic Web, 2002

2000
A semantically-based confidence measure for speech recognition.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Meta-models for confidence estimation in speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
A high-level approach to confidence estimation in speech recognition.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999


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