• 1292 Citations
  • 20 h-Index
1994 …2020
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Research Output 1994 2020

  • 1292 Citations
  • 20 h-Index
  • 82 Article
  • 65 Conference contribution
  • 2 Chapter
  • 1 Book
2020

Unbiased FIR Filtering with Incomplete Measurement Information

Ryu, D. K., Lee, C. J., Park, S. K. & Lim, M. T., 2020 Feb 1, In : International Journal of Control, Automation and Systems. 18, 2, p. 330-338 9 p.

Research output: Contribution to journalArticle

Impulse response
FIR filters
Packet loss
Random processes
Sensors
2019
Recurrent neural networks
Neural networks
Linguistics
Semantics
Processing
1 Citation (Scopus)

Fast emotion recognition based on single pulse PPG signal with convolutional neural network

Lee, M. S., Lee, Y. K., Pae, D. S., Lim, M. T., Kim, D. W. & Kang, T. K., 2019 Aug 1, In : Applied Sciences (Switzerland). 9, 16, 3355.

Research output: Contribution to journalArticle

Open Access
emotions
arousal
Neural networks
pulses
valence

Linked adaptive neuro-fuzzy inference system for biosignal distortion detection system

Park, J. Y., Kim, D. W., Kang, T. K. & Lim, M. T., 2019 Jan 1, In : Journal of Intelligent and Fuzzy Systems. 37, 6, p. 7725-7735 11 p.

Research output: Contribution to journalArticle

Adaptive Neuro-fuzzy Inference System
Fuzzy inference
Biosensors
Driver
Fusion reactions
1 Citation (Scopus)

MIFT: A moment-based local feature extraction algorithm

Zhang, H. Z., Kim, D. W., Kang, T. K. & Lim, M. T., 2019 Jan 1, In : Applied Sciences (Switzerland). 9, 7, 1503.

Research output: Contribution to journalArticle

Open Access
pattern recognition
Feature extraction
moments
Information use
range (extremes)

Multi-target Tracking and Track Management Algorithm Based on UFIR Filter With Imperfect Detection Probability

Lee, C. J., Park, S. K. & Lim, M. T., 2019 Dec 1, In : International Journal of Control, Automation and Systems. 17, 12, p. 3021-3034 14 p.

Research output: Contribution to journalArticle

Target tracking
FIR filters
Screening
Sensors
Model predictive control
Collision avoidance
Motion planning
Image processing

PPG and EMG based emotion recognition using convolutional neural network

Lee, M. S., Cho, Y. R., Lee, Y. K., Pae, D. S., Lim, M. T. & Kang, T. K., 2019 Jan 1, ICINCO 2019 - Proceedings of the 16th International Conference on Informatics in Control, Automation and Robotics. Gusikhin, O., Madani, K. & Zaytoon, J. (eds.). SciTePress, p. 595-600 6 p. (ICINCO 2019 - Proceedings of the 16th International Conference on Informatics in Control, Automation and Robotics; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Human computer interaction
Feature extraction
Neural networks

Sensor Fusion and Compensation Algorithm for Vehicle Tracking with Front Camera and Corner Radar Sensors

Jang, Y. S., Park, S. K. & Lim, M. T., 2019 Oct, ICCAS 2019 - 2019 19th International Conference on Control, Automation and Systems, Proceedings. IEEE Computer Society, p. 575-578 4 p. 8971685. (International Conference on Control, Automation and Systems; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Radar
Fusion reactions
Cameras
Sensors
Electric fuses
2018
1 Citation (Scopus)

Advanced digital image stabilization using similarity-constrained optimization

Pae, D. S., An, C. G., Kang, T. K. & Lim, M. T., 2018 Jan 1, (Accepted/In press) In : Multimedia Tools and Applications.

Research output: Contribution to journalArticle

Constrained optimization
Stabilization
Video cameras
Clustering algorithms
Computer vision

A Real-Time Obstacle Avoidance Method for Autonomous Vehicles Using an Obstacle-Dependent Gaussian Potential Field

Cho, J. H., Pae, D. S., Lim, M. T. & Kang, T. K., 2018 Jan 1, In : Journal of Advanced Transportation. 2018, 5041401.

Research output: Contribution to journalArticle

Collision avoidance
Experiments
Avoidance
1 Citation (Scopus)

Convolution neural network with selective multi-stage feature fusion: Case study on vehicle rear detection

Lee, W. J., Kim, D. W., Kang, T. K. & Lim, M. T., 2018 Dec 3, In : Applied Sciences (Switzerland). 8, 12, 2468.

Research output: Contribution to journalArticle

Convolution
convolution integrals
vehicles
Fusion reactions
fusion

Dense flow field algorithm using binary descriptor and modified energy function

Pae, D. S., Oh, H. C., Park, S. K., Kang, T. K. & Lim, M. T., 2018 Feb 1, SII 2017 - 2017 IEEE/SICE International Symposium on System Integration. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1016-1021 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Energy Function
Scale Invariant Feature Transform
Descriptors
Flow Field
Flow fields
3 Citations (Scopus)

Design of PTP TC/Slave Over Seamless Redundancy Network for Power Utility Automation

Lee, S., Kang, J., Choi, S. S. & Lim, M. T., 2018 Feb 20, (Accepted/In press) In : IEEE Transactions on Instrumentation and Measurement.

Research output: Contribution to journalArticle

redundancy
automation
clocks
Redundancy
Clocks

Development of bio-sensor-based feature extraction and emotion recognition model

Cho, Y. R., Pae, D. S., Lee, Y. K., Jin, A. W., Lim, M. T. & Kang, T. K., 2018 Nov 1, In : Transactions of the Korean Institute of Electrical Engineers. 67, 11, p. 1496-1505 10 p.

Research output: Contribution to journalArticle

Feature extraction
Sensors
Communication
Human computer interaction
Support vector machines
4 Citations (Scopus)

Fuzzy H FIR Filtering for T–S Fuzzy Systems with Quantization and Packet Dropout

Lee, C. J. & Lim, M. T., 2018 May 15, (Accepted/In press) In : International Journal of Control, Automation and Systems. p. 1-11 11 p.

Research output: Contribution to journalArticle

FIR filters
Fuzzy systems
Impulse response
Packet loss
Linear matrix inequalities
4 Citations (Scopus)

Fuzzy Preview Control for Half-vehicle Electro-hydraulic Suspension System

Choi, H. D., Lee, C. J. & Lim, M. T., 2018 Jan 1, (Accepted/In press) In : International Journal of Control, Automation and Systems.

Research output: Contribution to journalArticle

Fuzzy control
Hydraulics
Hydraulic actuators
Controllers
Fuzzy systems

Obstacle avoidance path planning algorithm based on model predictive control

Kim, J. C., Pae, D. S. & Lim, M. T., 2018 Dec 10, International Conference on Control, Automation and Systems. IEEE Computer Society, Vol. 2018-October. p. 141-143 3 p. 8571463

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Model predictive control
Collision avoidance
Motion planning
Image processing

Pattern matching for industrial object recognition using geometry-based vector mapping descriptors

You, O. T., Pae, D. S., Kim, S. H., Kim, K. E., Lim, M. T. & Kang, T. K., 2018 Jan 1, (Accepted/In press) In : Pattern Analysis and Applications.

Research output: Contribution to journalArticle

Pattern matching
Object recognition
Geometry
Pixels
Edge detection
2 Citations (Scopus)

Sensor fusion for vehicle tracking based on the estimated probability

Lee, C. J., Kim, K. E. & Lim, M. T., 2018 Dec 1, In : IET Intelligent Transport Systems. 12, 10, p. 1386-1395 10 p.

Research output: Contribution to journalArticle

Fusion reactions
sensor
Sensors
Kalman filter
Kalman filters
1 Citation (Scopus)

Smart air condition load forecasting based on thermal dynamic model and finite memory estimation for peak-energy distribution

Choi, H. D., Lee, S. W., Pae, D. S., You, S. H. & Lim, M. T., 2018 Mar 1, In : Journal of Electrical Engineering and Technology. 13, 2, p. 559-567 9 p.

Research output: Contribution to journalArticle

Air conditioning
Dynamic models
Data storage equipment
Air
Thermodynamics

Sparse feature convolutional neural network with cluster max extraction for fast object classification

Kim, S. H., Pae, D. S., Kang, T. K., Kim, D. W. & Lim, M. T., 2018 Nov 1, In : Journal of Electrical Engineering and Technology. 13, 6, p. 2468-2478 11 p.

Research output: Contribution to journalArticle

Neural networks
Processing
Costs
Experiments
2 Citations (Scopus)
Fuzzy inference
Fusion reactions
Lighting
Experiments
2017
1 Citation (Scopus)

Accurate pinch detection using recent finite measurements for automotive anti-pinch sunroof systems

Pak, J. M., Kang, S. J., Pae, D. S. & Lim, M. T., 2017 Oct 1, In : International Journal of Control, Automation and Systems. 15, 5, p. 2443-2447 5 p.

Research output: Contribution to journalArticle

FIR filters
Impulse response
Kalman filters
Sensors
Costs
6 Citations (Scopus)

A novel particle filter-based digital phase-locked loop robust against quantization error

Chung, J. H., You, S. H., Pak, J. M., Kim, J. H., Lim, M. T. & Song, M. K., 2017 Feb 1, In : International Journal of Control, Automation and Systems. 15, 1, p. 457-461 5 p.

Research output: Contribution to journalArticle

Phase locked loops
Kalman filters
2 Citations (Scopus)

A vehicle detection using selective multi-stage features in convolutional neural networks

Lee, W. J., Pae, D. S., Kim, D. W. & Lim, M. T., 2017 Dec 13, ICCAS 2017 - 2017 17th International Conference on Control, Automation and Systems - Proceedings. IEEE Computer Society, Vol. 2017-October. p. 1-3 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural networks
Adaptive boosting
Visualization
Chemical activation
Detectors
60 Citations (Scopus)

Distributed Hybrid Particle/FIR Filtering for Mitigating NLOS Effects in TOA-Based Localization Using Wireless Sensor Networks

Pak, J. M., Ahn, C. K., Shi, P., Shmaliy, Y. S. & Lim, M. T., 2017 Jun 1, In : IEEE Transactions on Industrial Electronics. 64, 6, p. 5182-5191 10 p., 7565735.

Research output: Contribution to journalArticle

Wireless sensor networks
FIR filters
Processing
97 Citations (Scopus)

Dynamic output-feedback dissipative control for t-s fuzzy systems with time-varying input delay and output constraints

Choi, H. D., Ahn, C. K., Shi, P., Wu, L. & Lim, M. T., 2017 Jun 1, In : IEEE Transactions on Fuzzy Systems. 25, 3, p. 511-526 16 p., 7468469.

Research output: Contribution to journalArticle

Input Delay
Dynamic Output Feedback
Fuzzy systems
Time-varying Delay
Fuzzy Systems
38 Citations (Scopus)

Filtering of Discrete-Time Switched Neural Networks Ensuring Exponential Dissipative and $l₂$-$l∞$ Performances

Choi, H. D., Ahn, C. K., Karimi, H. R. & Lim, M. T., 2017 Jan 31, (Accepted/In press) In : IEEE Transactions on Cybernetics.

Research output: Contribution to journalArticle

Linear matrix inequalities
Neural networks
Computer simulation
1 Citation (Scopus)

Improvement of driver health care system based on a contact-type bio sensor using an IMU sensor

Park, J. Y., Pae, D. S. & Lim, M. T., 2017 Jan 24, ICCAS 2016 - 2016 16th International Conference on Control, Automation and Systems, Proceedings. IEEE Computer Society, p. 1596-1599 4 p. 7832515

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Health care
Sensors
Wheels
Railroad cars
Experiments
3 Citations (Scopus)
optical tracking
Visual Tracking
blurring
robot
robots
4 Citations (Scopus)

Sensor fusion for vehicle tracking with camera and radar sensor

Kim, K. E., Lee, C. J., Pae, D. S. & Lim, M. T., 2017 Dec 13, ICCAS 2017 - 2017 17th International Conference on Control, Automation and Systems - Proceedings. IEEE Computer Society, Vol. 2017-October. p. 1075-1077 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Radar
Fusion reactions
Cameras
Sensors
Automotive industry
1 Citation (Scopus)

Vision-based road region detection using probability map of color features of road

Lim, J. H., Chung, J. H., Kang, T. K. & Lim, M. T., 2017 Dec 13, ICCAS 2017 - 2017 17th International Conference on Control, Automation and Systems - Proceedings. IEEE Computer Society, Vol. 2017-October. p. 53-55 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Color
Computational complexity
Lighting
Sensors
2016
20 Citations (Scopus)

Accurate and Reliable Human Localization Using Composite Particle/FIR Filtering

Pak, J. M., Ahn, C. K., Shmaliy, Y. S., Shi, P. & Lim, M. T., 2016 Oct 11, (Accepted/In press) In : IEEE Transactions on Human-Machine Systems.

Research output: Contribution to journalArticle

FIR filters
Impulse response
Composite materials
Nonlinear filtering
decision making
8 Citations (Scopus)

B-HMAX: A fast binary biologically inspired model for object recognition

Zhang, H. Z., Lu, Y. F., Kang, T. K. & Lim, M. T., 2016 Dec 19, In : Neurocomputing. 218, p. 242-250 9 p.

Research output: Contribution to journalArticle

Object recognition
Information Storage and Retrieval
Visual Cortex
Costs and Cost Analysis
Hamming distance
39 Citations (Scopus)
Vehicle suspensions
Feedback
Controllers
Linear matrix inequalities
13 Citations (Scopus)

Fuzzy horizon group shift FIR filtering for nonlinear systems with Takagi-Sugeno model

Pak, J. M., Ahn, C. K., Lee, C. J., Shi, P., Lim, M. T. & Song, M. K., 2016 Jan 22, In : Neurocomputing. 174, p. 1013-1020 8 p.

Research output: Contribution to journalArticle

FIR filters
Impulse response
Uncertainty
Nonlinear systems
Time varying systems
8 Citations (Scopus)

Maximum likelihood FIR filter for visual object tracking

Min Pak, J., Ahn, C. K., Hak Mo, Y., Lim, M. T. & Kyou Song, M., 2016 Dec 5, In : Neurocomputing. 216, p. 543-553 11 p.

Research output: Contribution to journalArticle

FIR filters
Maximum likelihood
Noise
Likelihood Functions
Kalman filters

The 15th International Conference on Control, Automation and Systems [Conference Reports]

Hong, K. S. & Lim, M. T., 2016 Jun 1, In : IEEE Control Systems. 36, 3, p. 151-152 2 p., 7470684.

Research output: Contribution to journalArticle

Japan
Automation
Students
Taiwan
Robotics
20 Citations (Scopus)

Unbiased Finite-Memory Digital Phase-Locked Loop

You, S. H., Pak, J. M., Ahn, C. K., Shi, P. & Lim, M. T., 2016 Aug 1, In : IEEE Transactions on Circuits and Systems II: Express Briefs. 63, 8, p. 798-802 5 p., 7410011.

Research output: Contribution to journalArticle

Phase locked loops
Data storage equipment
Computer simulation
2015

A binary based HMAX model for object recognition

Kang, T. K., Zhang, H., Pae, D. S. & Lim, M. T., 2015 Dec 23, ICCAS 2015 - 2015 15th International Conference on Control, Automation and Systems, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1297-1301 5 p. 7364837

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Object recognition
Hamming distance
1 Citation (Scopus)

A Gaussian distributed resampling algorithm for mitigation of sample impoverishment in particle filters

Choi, H. D., Pak, J. M., Lim, M. T. & Song, M. K., 2015 Aug 8, In : International Journal of Control, Automation and Systems. 13, 4, p. 1032-1036 5 p.

Research output: Contribution to journalArticle

Parallel algorithms
Gaussian distribution
20 Citations (Scopus)

Arbitration algorithm of FIR filter and optical flow based on ANFIS for visual object tracking

Choi, I. H., Pak, J. M., Ahn, C. K., Lee, S. H., Lim, M. T. & Song, M. K., 2015 Nov 2, In : Measurement: Journal of the International Measurement Confederation. 75, p. 338-353 16 p.

Research output: Contribution to journalArticle

Arbitration
Visual Tracking
FIR filters
Adaptive Neuro-fuzzy Inference System
arbitration
4 Citations (Scopus)

Design of neuro-fuzzy based intelligent inference algorithm for energy-management system with legacy device

Choi, I. H., Yoo, S. H., Jung, J. H., Lim, M. T., Oh, J. J., Song, M. K. & Ahn, C. K., 2015 May 1, In : Transactions of the Korean Institute of Electrical Engineers. 64, 5, p. 779-785 7 p.

Research output: Contribution to journalArticle

Energy management systems
Fuzzy inference
Domestic appliances
Electric power utilization
Electronic equipment
1 Citation (Scopus)

Dissipative filter design for Takagi-Sugeno fuzzy neural networks

Lee, K. C., Choi, H. D., Kim, D. K., Ahn, C. K. & Lim, M. T., 2015 Dec 23, ICCAS 2015 - 2015 15th International Conference on Control, Automation and Systems, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 181-185 5 p. 7364903

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hopfield neural networks
Fuzzy neural networks
Asymptotic stability
Linear matrix inequalities
4 Citations (Scopus)

Dominant orientation patch matching for HMAX

Lu, Y. F., Zhang, H. Z., Kang, T. K. & Lim, M. T., 2015 Jul 7, (Accepted/In press) In : Neurocomputing.

Research output: Contribution to journalArticle

Databases
Object recognition
7 Citations (Scopus)

Enhanced hierarchical model of object recognition based on a novel patch selection method in salient regions

Lu, Y. F., Kang, T. K., Zhang, H. Z. & Lim, M. T., 2015 Oct 1, In : IET Computer Vision. 9, 5, p. 663-672 10 p.

Research output: Contribution to journalArticle

Object recognition
Feature extraction

Home-legacy device intelligent control using ANFIS with data regeneration and resampling

Chung, J., Choi, I. H., Yoo, S. H., Lim, M. T., Lee, H. K., Song, M. K. & Ahn, C. K., 2015 Dec 23, ICCAS 2015 - 2015 15th International Conference on Control, Automation and Systems, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1294-1296 3 p. 7364836

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intelligent control
Fuzzy inference
Energy management systems
Energy conservation
Electricity
1 Citation (Scopus)

Image stabilization using FIR filters

Park, R. Y., Pak, J. M., Ahn, C. K. & Lim, M. T., 2015 Dec 23, ICCAS 2015 - 2015 15th International Conference on Control, Automation and Systems, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1234-1237 4 p. 7364819

Research output: Chapter in Book/Report/Conference proceedingConference contribution

FIR filters
Kalman filters
Stabilization
Cameras
Video cameras
130 Citations (Scopus)

Improving Reliability of Particle Filter-Based Localization in Wireless Sensor Networks via Hybrid Particle/FIR Filtering

Pak, J. M., Ahn, C. K., Shmaliy, Y. S. & Lim, M. T., 2015 Oct 1, In : IEEE Transactions on Industrial Informatics. 11, 5, p. 1089-1098 10 p., 7173021.

Research output: Contribution to journalArticle

FIR filters
Impulse response
Wireless sensor networks
Industry