Dilip K. Prasad

Neurocomputing, 2024

packetLSTM: Dynamic LSTM Framework for Streaming Data with Varying Feature Space.

[BibT_eX]

[DOI]

Rohit Agarwal

Karaka Prasanth Naidu

CoRR, 2024

Hedging Is Not All You Need: A Simple Baseline for Online Learning Under Haphazard Inputs.

[BibT_eX]

[DOI]

CoRR, 2024

Towards a More Inclusive AI: Progress and Perspectives in Large Language Model Training for the Sámi Language.

[BibT_eX]

[DOI]

CoRR, 2024

Online Learning under Haphazard Input Conditions: A Comprehensive Review and Analysis.

[BibT_eX]

[DOI]

CoRR, 2024

Partial Binarization of Neural Networks for Budget-Aware Efficient Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Aux-Drop: Handling Haphazard Inputs in Online Learning Using Auxiliary Dropouts.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2023

Dense Video Captioning: A Survey of Techniques, Datasets and Evaluation Protocols.

[BibT_eX]

[DOI]

Iqra Qasim

CoRR, 2023

Modelling Irregularly Sampled Time Series Without Imputation.

[BibT_eX]

[DOI]

CoRR, 2023

Latent Graph Attention for Enhanced Spatial Context.

[BibT_eX]

[DOI]

CoRR, 2023

Data-Efficient Training of CNNs and Transformers with Coresets: A Stability Perspective.

[BibT_eX]

[DOI]

CoRR, 2023

MiShape: 3D Shape Modelling of Mitochondria in Microscopy.

[BibT_eX]

[DOI]

Abhinanda R. Punnakkal

CoRR, 2023

Patch Gradient Descent: Training Neural Networks on Very Large Images.

[BibT_eX]

[DOI]

CoRR, 2023

RCV2023 Challenges: Benchmarking Model Training and Inference for Resource-Constrained Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

On Designing Light-Weight Object Trackers Through Network Pruning: Use CNNS or Transformers?

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Mabnet: Master Assistant Buddy Network With Hybrid Learning for Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Image Inpainting with Hypergraphs for Resolution Improvement in Scanning Acoustic Microscopy.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Guided U-Net Aided Efficient Image Data Storing with Shape Preservation.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 7th Asian Conference, 2023

Interpretability in Deep Learning

[BibT_eX]

[DOI]

Ayush Somani

Springer, ISBN: 978-3-031-20638-2, 2023

2022

Physics-Guided Loss Functions Improve Deep Learning Performance in Inverse Scattering.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2022

Emotionally charged text classification with deep learning and sentiment semantic.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

Topic-based Video Analysis: A Survey.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2022

MixBin: Towards Budgeted Binarization.

[BibT_eX]

[DOI]

CoRR, 2022

UltraMNIST Classification: A Benchmark to Train CNNs for Very Large Images.

[BibT_eX]

[DOI]

CoRR, 2022

An embedded deep fuzzy association model for learning and explanation.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2022

Counterfactual Explainable Gastrointestinal and Colonoscopy Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Learning-based Ellipse Detection for Robotic Grasps of Cylinders and Ellipsoids.

[BibT_eX]

[DOI]

Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Auxiliary Network: Scalable and Agile Online Learning for Dynamic System with Inconsistently Available Inputs.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 29th International Conference, 2022

Mapping Functional Changes in the Embryonic Heart of Atlantic Salmon Post Viral Infection Using AI Technique.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

Object Pose Estimation via Pruned Hough Forest With Combined Split Schemes for Robotic Grasp.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2021

seMLP: Self-evolving Multi-layer Perceptron in Stock Trading Decision Making.

[BibT_eX]

[DOI]

SN Comput. Sci., 2021

RS-HeRR: a rough set-based Hebbian rule reduction neuro-fuzzy system.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2021

Physics-based machine learning for subcellular segmentation in living cells.

[BibT_eX]

[DOI]

Gustav Godtliebsen

Nat. Mach. Intell., 2021

Motivation detection using EEG signal analysis by residual-in-residual convolutional neural network.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

Digital Staining of Mitochondria in Label-free Live-cell Microscopy.

[BibT_eX]

[DOI]

Ayush Somani

Truls Myrmel

Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

2020

Are Object Detection Assessment Criteria Ready for Maritime Computer Vision?

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2020

Can we automate diagrammatic reasoning?

[BibT_eX]

[DOI]

Pattern Recognit., 2020

IT2-GSETSK: An evolving interval Type-II TSK fuzzy neural system for online modeling of noisy data.

[BibT_eX]

[DOI]

Mohammad Ashrafi

Neurocomputing, 2020

Simulation-supervised deep learning for analysing organelles states and behaviour in living cells.

[BibT_eX]

[DOI]

Rohit Agarwal

Truls Myrmel

CoRR, 2020

Auxiliary Network: Scalable and agile online learning for dynamic system with inconsistently available inputs.

[BibT_eX]

[DOI]

CoRR, 2020

Neural network based country wise risk prediction of COVID-19.

[BibT_eX]

[DOI]

CoRR, 2020

ELM-HTM guided bio-inspired unsupervised learning for anomalous trajectory classification.

[BibT_eX]

[DOI]

Cogn. Syst. Res., 2020

IRON-MAN: An Approach to Perform Temporal Motionless Analysis of Video Using CNN in MPSoC.

[BibT_eX]

[DOI]

Dilip Kumar Prasad

Klaus D. McDonald-Maier

IEEE Access, 2020

GEMM-eMFIS (FRI/E): A Novel General Episodic Memory Mechanism For Fuzzy Neural Networks.

[BibT_eX]

[DOI]

Sheng Wei Pang

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Recurrent Self-evolving Takagi-Sugeno-Kan Fuzzy Neural Network (RST-FNN) Based Type-2 Diabetic Modeling.

[BibT_eX]

[DOI]

Proceedings of the Intelligence Science III: 4th IFIP TC 12 International Conference, 2020

Single Image Dehazing for a Variety of Haze Scenarios Using Back Projected Pyramid Network.

[BibT_eX]

[DOI]

Ayush Singh

Ajay Bhave

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Learning Nanoscale Motion Patterns of Vesicles in Living Cells.

[BibT_eX]

[DOI]

Truls Myrmel

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Temporal Motionless Analysis of Video using CNN in MPSoC.

[BibT_eX]

[DOI]

Dilip Kumar Prasad

Klaus D. McDonald-Maier

Proceedings of the 31st IEEE International Conference on Application-specific Systems, 2020

2019

Real-Time Robotic Manipulation of Cylindrical Objects in Dynamic Scenarios Through Elliptic Shape Primitives.

[BibT_eX]

[DOI]

IEEE Trans. Robotics, 2019

Object Detection in a Maritime Environment: Performance Evaluation of Background Subtraction Methods.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2019

Classification of Micro-Damage in Piezoelectric Ceramics Using Machine Learning of Ultrasound Signals.

[BibT_eX]

[DOI]

Sensors, 2019

CARF-Net: CNN attention and RNN fusion network for video-based person reidentification.

[BibT_eX]

[DOI]

Kajal Kansal

A. Venkata Subramanyam

Mohan S. Kankanhalli

J. Electronic Imaging, 2019

TMAV: Temporal Motionless Analysis of Video using CNN in MPSoC.

[BibT_eX]

[DOI]

Klaus D. McDonald-Maier

CoRR, 2019

SoCodeCNN: Program Source Code for Visual CNN Classification Using Computer Vision Methodology.

[BibT_eX]

[DOI]

Klaus Dieter McDonald-Maier

IEEE Access, 2019

2018

Fast Ellipse Detection via Gradient Information for Robotic Manipulation of Cylindrical Objects.

[BibT_eX]

[DOI]

IEEE Robotics Autom. Lett., 2018

Accurate detection of ellipses with false detection control at video rates using a gradient analysis.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Sentiment analysis using EEG activities for suicidology.

[BibT_eX]

[DOI]

Shijie Liu

Shen-Hsing Annabel Chen

Expert Syst. Appl., 2018

PIE-RSPOP: A brain-inspired pseudo-incremental ensemble rough set pseudo-outer product fuzzy neural network.

[BibT_eX]

[DOI]

Aparna Ramesh Iyer

Hiok Chai Quek

Expert Syst. Appl., 2018

Polygonal approximation of digital planar curve using novel significant measure.

[BibT_eX]

[DOI]

Mangayarkarasi Ramaiah

CoRR, 2018

Enabling Grasp Action: Generalized Evaluation of Grasp Stability via Contact Stiffness from Contact Mechanics Insight.

[BibT_eX]

[DOI]

CoRR, 2018

Are object detection assessment criteria ready for maritime computer vision?

[BibT_eX]

[DOI]

Deepu Rajan

CoRR, 2018

Efficient Pose Estimation from Single RGB-D Image via Hough Forest with Auto-Context.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

2017

Video Processing From Electro-Optical Sensors for Object Detection and Tracking in a Maritime Environment: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2017

MSCM-LiFe: Multi-scale cross modal linear feature for horizon detection in maritime images.

[BibT_eX]

[DOI]

Deepu Rajan

Lily Rachmawati

Eshan Rajabally

CoRR, 2017

Maritime situational awareness using adaptive multi-sensor management under hazy conditions.

[BibT_eX]

[DOI]

CoRR, 2017

Robust ellipse detection via arc segmentation and classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Robust Ellipse Detection via Duality Principle with a False Determination Control.

[BibT_eX]

[DOI]

Proceedings of 2nd International Conference on Computer Vision & Image Processing, 2017

2016

Classification of Hyperspectral or Trichromatic Measurements of Ocean Color Data into Spectral Classes.

[BibT_eX]

[DOI]

Sensors, 2016

Challenges in video based object detection in maritime scenario using computer vision.

[BibT_eX]

[DOI]

CoRR, 2016

Recent Advances in Statistical Data and Signal Analysis: Application to Real World Diagnostics from Medical and Biological Signals.

[BibT_eX]

[DOI]

Dwarikanath Mahapatra

Reza Khosrowabadi

Comput. Math. Methods Medicine, 2016

Strategies for Resolving Camera Metamers Using 3+1 Channel.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015

Prediction of porosity and thermal diffusivity in a porous fin using differential evolution algorithm.

[BibT_eX]

[DOI]

Ranjan Das

Swarm Evol. Comput., 2015

2014

DEB: Definite Error Bounded Tangent Estimator for Digital Curves.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Training-Based Spectral Reconstruction from a Single RGB Image.

[BibT_eX]

[DOI]

Nguyen Ho Man Rang

Michael S. Brown

Proceedings of the Computer Vision - ECCV 2014, 2014

Raw-to-Raw: Mapping between Image Sensor Color Responses.

[BibT_eX]

[DOI]

Nguyen Ho Man Rang

Michael S. Brown

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

ElliFit: An unconstrained, non-iterative, least squares based geometric Ellipse Fitting method.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

Geometric primitive feature extraction - concepts, algorithms, and applications

[BibT_eX]

[DOI]

CoRR, 2013

Object Detection in Real Images

[BibT_eX]

[DOI]

CoRR, 2013

Quick Approximation of Camera's Spectral Response from Casual Lighting.

[BibT_eX]

[DOI]

Rang Ho Man Nguyen

Michael S. Brown

Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Comparison of error bounds for non-parametric dominant point detection.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Information, 2013

2012

Geometric primitive feature extraction : concepts, algorithms and applications

[BibT_eX]

[DOI]

PhD thesis, 2012

Edge curvature and convexity based ellipse detection method.

[BibT_eX]

[DOI]

Siu-Yeung Cho

Pattern Recognit., 2012

A novel framework for making dominant point detection methods non-parametric.

[BibT_eX]

[DOI]

Image Vis. Comput., 2012

A Non-heuristic Dominant Point Detection Based on Suppression of Break Points.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

A Precise Ellipse Fitting Method for Noisy Data.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

2011

An Error Bounded Tangent Estimator for Digitized Elliptic Curves.

[BibT_eX]

[DOI]

Raj Kumar Gupta

Proceedings of the Discrete Geometry for Computer Imagery, 2011

A parameter independent line fitting method.

[BibT_eX]

[DOI]

Proceedings of the First Asian Conference on Pattern Recognition, 2011

Adaptive traffic signal control system with cloud computing based online learning.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Information, 2011

2010

Reliability / precision uncertainity in shape fitting problems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

A hybrid approach for ellipse detection in real images.

[BibT_eX]

[DOI]