Prahlad Vadakkepat

Orcid: 0000-0003-2649-9893

According to our database1, Prahlad Vadakkepat authored at least 66 papers between 1998 and 2024.

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

Timeline

Legend:

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Bibliography

2024
R2: Optimal vector-based and any-angle 2D path planning with non-convex obstacles.
Robotics Auton. Syst., February, 2024

2023
Incremental few-shot learning via implanting and consolidating.
Neurocomputing, November, 2023

A Novel Interoperability Evaluation Framework for the Warehouse Management System.
Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

Lightweight Compressed Temporal and Compressed Spatial Attention with Augmentation Fusion in Remaining Useful Life Prediction.
Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

2022
Deep learning for machine health prognostics using Kernel-based feature transformation.
J. Intell. Manuf., 2022

Incremental Few-Shot Learning via Implanting and Compressing.
CoRR, 2022

CAM/CAD Point Cloud Part Segmentation via Few-Shot Learning.
Proceedings of the 20th IEEE International Conference on Industrial Informatics, 2022

Masked Self-Supervision for Remaining Useful Lifetime Prediction in Machine Tools.
Proceedings of the 20th IEEE International Conference on Industrial Informatics, 2022

Incremental Few-Shot Object Detection for Robotics.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

2021
Two stage deep learning for prognostics using multi-loss encoder and convolutional composite features.
Expert Syst. Appl., 2021

Towards Generalized and Incremental Few-Shot Object Detection.
CoRR, 2021

Classification Weight Imprinting for Data Efficient Object Detection.
Proceedings of the 30th IEEE International Symposium on Industrial Electronics, 2021

Development and Analysis of an Improved Prototype within a Class of Bug-based Heuristic Path Planners.
Proceedings of the 30th IEEE International Symposium on Industrial Electronics, 2021

Data-driven Quality Estimation for Production Processes with Lot-level Quality Control.
Proceedings of the IECON 2021, 2021

Few-Shot Object Detection via Classification Refinement and Distractor Retreatment.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
A Mixture-of-Experts Prediction Framework for Evolutionary Dynamic Multiobjective Optimization.
IEEE Trans. Cybern., 2020

Low-shot Object Detection via Classification Refinement.
CoRR, 2020

2019
Real-time identification of pedestrian meeting and split events from surveillance videos using motion similarity and its applications.
J. Real Time Image Process., 2019

An Ensemble of Modified Support Vector Regression Models for Data-Driven Prognostics.
Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019

2018
Real-Time Path-Generation and Path-Following Using an Interoperable Multi-Agent Framework.
Unmanned Syst., 2018

An Ensemble of fuzzy Class-Biased Networks for Product Quality Estimation.
Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018

2017
Wingbeat Generation for a 15 DOF Flexible-Wing Aerial Vehicle Using Cosine Wave Functions.
Unmanned Syst., 2017

Model-based contextual policy search for data-efficient generalization of robot skills.
Artif. Intell., 2017

2016
Evolutionary Dynamic Multiobjective Optimization Via Kalman Filter Prediction.
IEEE Trans. Cybern., 2016

Fuzzy Logic Controllers for navigation and control of AR. Drone using Microsoft Kinect.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Vector directed path generation and tracking for autonomous unmanned aerial/ ground vehicles.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Proceedings in Adaptation, Learning and Optimization.
Proceedings of the Intelligent and Evolutionary Systems - The 19th Asia Pacific Symposium, 2015

Identifying social groups in pedestrian crowd videos.
Proceedings of the Eighth International Conference on Advances in Pattern Recognition, 2015

2014
Computational Intelligence in Multi-Feature Visual Pattern Recognition - Hand Posture and Face Recognition using Biologically Inspired Approaches
Studies in Computational Intelligence 556, Springer, ISBN: 978-981-287-056-8, 2014

2013
Attention Based Detection and Recognition of Hand Postures Against Complex Backgrounds.
Int. J. Comput. Vis., 2013

2012
Presynaptic Learning and Memory with a Persistent Firing Neuron and a Habituating Synapse: a Model of Short Term Persistent Habituation.
Int. J. Neural Syst., 2012

Stimulus dependent habituation in a bottom - up brain inspired model of learning and memory.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011
Rotational Stability Index (RSI) point: postural stability in planar bipeds.
Robotica, 2011

Fuzzy-rough discriminative feature selection and classification algorithm, with application to microarray and image datasets.
Appl. Soft Comput., 2011

2010
Hand Posture and Face Recognition Using a Fuzzy-Rough Approach.
Int. J. Humanoid Robotics, 2010

Interacting MCMC particle filter for tracking maneuvering target.
Digit. Signal Process., 2010

Graph matching based hand posture recognition using neuro-biologically inspired features.
Proceedings of the 11th International Conference on Control, 2010

Process noise identification based particle filter: An efficient method to track highly maneuvering target.
Proceedings of the 13th Conference on Information Fusion, 2010

Boosting Based Fuzzy-Rough Pattern Classifier.
Proceedings of the Trends in Intelligent Robotics - 13th FIRA Robot World Congress, 2010

Hand Posture Recognition Using Neuro-Biologically Inspired Features.
Proceedings of the Trends in Intelligent Robotics - 13th FIRA Robot World Congress, 2010

A Comparison between Growing and Variably Dense Self Organizing Maps for Incremental Learning in Hubel Weisel Models of Concept Representation.
Proceedings of the Trends in Intelligent Robotics - 13th FIRA Robot World Congress, 2010

Hierarchical agent-based command and control system for autonomous underwater vehicles.
Proceedings of the Autonomous and Intelligent Systems - First International Conference, 2010

2009
Planar Bipedal Jumping Gaits With Stable Landing.
IEEE Trans. Robotics, 2009

Genetic algorithm-based optimal bipedal walking gait synthesis considering tradeoff between stability margin and speed.
Robotica, 2009

Soccer playing humanoid robots: Processing architecture, gait generation and vision system.
Robotics Auton. Syst., 2009

Editorial.
Int. J. Humanoid Robotics, 2009

2008
Context-Dependent DNA Coding With Redundancy and Introns.
IEEE Trans. Syst. Man Cybern. Part B, 2008

Multimodal Approach to Human-Face Detection and Tracking.
IEEE Trans. Ind. Electron., 2008

Disturbance rejection by online ZMP compensation.
Robotica, 2008

2007
Evolution of fuzzy behaviors for multi-robotic system.
Robotics Auton. Syst., 2007

2006
Improved Particle Filter in Sensor Fusion for Tracking Randomly Moving Object.
IEEE Trans. Instrum. Meas., 2006

Line Tracking of the Gyrobot - a Gyroscopically Stabilized Single-Wheeled Robot.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2006

ANN Based Internal Model Approach to Motor Learning for Humanoid Robot.
Proceedings of the International Joint Conference on Neural Networks, 2006

2004
Fuzzy behavior-based control of mobile robots.
IEEE Trans. Fuzzy Syst., 2004

Evolvable Hardware in Evolutionary Robotics.
Auton. Robots, 2004

Design of a gyroscopically stabilized single-wheeled robot.
Proceedings of the 2004 IEEE Conference on Robotics, Automation and Mechatronics, 2004

2002
Handling of Continuous Attributes and Applications of Statistical Methods in Rough Classifiers.
Proceedings of the FSDK'02, 2002

Comparison of Khepera robot navigation by evolutionary neural networks and pain-based algorithm.
Proceedings of the 2002 Congress on Evolutionary Computation, 2002

Evolution of control systems for mobile robots.
Proceedings of the 2002 Congress on Evolutionary Computation, 2002

2001
DNA coded GA for the rule base optimization of a fuzzy logic controller.
Proceedings of the 2001 Congress on Evolutionary Computation, 2001

2000
Automatic Tuning of Two-Degree-of-Freedom Control for D.C. Servo Motor Systems.
Intell. Autom. Soft Comput., 2000

A Hybrid Control Structure for Vision Based Soccer Robot System.
Intell. Autom. Soft Comput., 2000

Multi-Agent Systems: A Survey from the Robot-Soccer Perspective.
Intell. Autom. Soft Comput., 2000

Vector Field Based Path Planning and Petri-Net Based Role Selection Mechanism with Q-Learning for the Soccer Robot System.
Intell. Autom. Soft Comput., 2000

Evolutionary artificial potential fields and their application in real time robot path planning.
Proceedings of the 2000 Congress on Evolutionary Computation, 2000

1998
Path Planning and Role Selection Mechanism for Soccer Robots.
Proceedings of the IEEE International Conference on Robotics and Automation, 1998


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