Publications

International Journal 

2025

A Hybrid Unsupervised-Weakly Supervised Method for Video Anomaly Detection

Akhrorjon Akhmadjon Ugli Rakhmonov, Bahar Amirian Varnousefaderani, and Jeonghong Kim

Pattern Analysis and Applications, July 2025. SCIE journal with  IF -3.7

Available at: https://link.springer.com/article/10.1007/s10044-025-01515-9

Enforced clustering for zero-to-one-shot texture anomaly detection

Bahar Amirian Varnousefaderani, Akhrorjon Akhmadjon Ugli Rakhmonov, Jae-Soo Kim, and Jeonghong Kim

Machine Vision and Applications, March 2025. SCIE journal with  IF -2.6

Available at: https://link.springer.com/article/10.1007/s00138-025-01670-3

2024

AONet: Attention Network with Optional Activation for Unsupervised Video Anomaly Detection

Akhrorjon Akhmadjon Ugli Rakhmonov, Barathi Subramanian, Bahar Amirian Varnousefaderani, and Jeonghong Kim

ETRI Journal, Volume 46, pp. 890-903, October 2024. SCIE journal with  IF -1.3

Available at: https://onlinelibrary.wiley.com/doi/10.4218/etrij.2024-0115

2023

Extensive knowledge distillation model: an end-to-end effective anomaly detection model for real-time industrial applications

Akhrorjon Akhmadjon Ugli Rakhmonov, Barathi Subramanian, Bekhzod Olimov, and Jeonghong Kim

IEEE Access, Volume 11, pp. 69750-69761, July 2023. SCIE journal with  IF -3.9

Available at: https://ieeexplore.ieee.org/document/10175536

Consecutive multiscale feature learning-based image classification model

Bekhzod Olimov, Barathi Subramanian, Rakhmonov Akhrorjon Akhmadjon Ugli, Jeasoo Kim, and Jeonghong Kim

Scientific Reports, March 2023. SCIE journal with  IF - 4.6

Available at: https://www.nature.com/articles/s41598-023-30480-8

2022

Metrics Space and Norm: Taxonomy to Distance Metrics

Barathi Subramanian, Jeonghong Kim, Anand Paul, and Kwanghui A. Chee

Scientific Programming,  July 2022. SCIE journal with  IF - 1.672

Digital Twin Model: A Real-Time Emotion Recognition System for Personalized Healthcare

Barathi Subramanian, Jeonghong Kim, Mohammed Maray and Anand Paul

IEEE Access, 24 July 2022. SCIE journal with  IF - 3.9

Available at: https://ieeexplore.ieee.org/document/9840353

An integrated mediapipe-optimized GRU model for Indian sign language recognition

Barathi Subramanian, Bekhzod Olimov, Shraddha M. Naik, Sangchul Kim, Kil-Houm Park, and Jeonghong Kim

Scientific Reports, July 2022. SCIE journal with  IF - 4.6

Available at: https://www.nature.com/articles/s41598-022-15998-7

UzADL: Anomaly detection and localization using graph Laplacian matrix-based unsupervised learning method

Bekhzod Olimov, Kalyana C. Veluvolu,Anand Paul, and Jeonghong Kim

Computers & Industrial Engineering, June 2022. SCIE journal with  IF - 7.18

Available at: https://www.sciencedirect.com/science/article/pii/S0360835222003709

2021

REF-Net: Robust, Efficient, and Fast Network for Semantic Segmentation Applications Using Devices With Limited Computational Resources

Bekhzod Olimov, Jeonghong Kim, and Anand Paul

IEEE Access, 19 January 2021. SCIE journal with  IF - 3.9

Available at: https://ieeexplore.ieee.org/abstract/document/9328441

Blockchain for public health care in smart society

Malik Junaid Gul, Barathi Subramanian, Anand Paul, and Jeonghong Kim

Microprocessors and Microsystems, February 2021. SCIE journal with  IF - 1.525

Available at: https://www.sciencedirect.com/science/article/pii/S0141933120306748

FU-Net: Fast Biomedical Image Segmentation Model based on Bottleneck Convolution Layers

Bekhzod Olimov, Karshiev Sanjar, Sadia Din, Awaise Ahmad, Anand Paul, and Jeonghong Kim

Multimedia Systems, August 2021. SCIE journal with  IF - 1.935

Available at: https://link.springer.com/article/10.1007/s00530-020-00726-w

AEDCN-Net: Accurate and Efficient Deep Convolutional Neural Network Model for Medical Image Segmentation

Bekhzod Olimov, Seok-Joo Koh, and Jeonghong Kim

IEEE Access, 16 November 2021. SCIE journal with  IF - 3.9

Available at: https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9617630

Weight Initialization Based ReLU Activation Function to Improve the Performance of a Convolutional Neural Network Model

Bekhzod Olimov, Karshiev Sanjar, Eungyong Jang, Anand Paul, Sadia Din and Jeonghong Kim

Concurrency and Computation, 25 November 2021, SCIE journal with  IF -1.536

Available at:https://onlinelibrary.wiley.com/doi/full/10.1002/cpe.6143

A Robust approach for industrial small-object detection using an improved faster regional convolutional neural network

Faisal Saeed, Muhammad Jamal Ahmed, Malik Junaid Gul, Jeonghong Kim, Anand Paul, and Muthu Subash Kavitha

Scientific Reports, 03 December 2021. SCIE journal with  IF - 4.6

Available at: https://www.nature.com/articles/s41598-021-02805-y

2020

Blockchain Expansion to secure Assets with Fog Node on special Duty

M. Junaid Gul,  Abdul Rehman, Anand Paul, Seungmin Rho,  Rabia Riaz, and Jeonghong Kim

SoftComputing, pp. 1-13, 28 March 2020, SCIE journal with  IF -3.643

Missing Data Imputation for Geolocation-Based Price Prediction Using KNN–MCF Method

Karshiev Sanjar, Olimov Bekhzod, Jaesoo Kim, Anand Paul and Jeonghong Kim

International Journal of Geo-Information, vol. 9, no. 4, pp. 1-13, 8 April 2020, SCIE journal with  IF -3.39

Improved U-Net: Fully Convolutional Network Model for Skin-Lesion Segmentation

Karshiev Sanjar, Olimov Bekhzod, Jaeil Kim, Jaesoo Kim, Anand Paul , and  Jeonghong Kim

Applied Sciences, vol. 10, no. 10, pp. 1-14, 25 May 2020, SCIE journal with  IF -0.773

Machine learning–based automated image processing for quality management in industrial Internet of Things

Nematullo Rahmatov, Anand Paul, Faisal Saeed, Won-Hwa Hong, HyunCheol Seo, and Jeonghong Kim

Distributed Sensor Networks, vol. 15, no. 10,  pp. 1-11, 30 October 2019, SCIE journal with  IF -1.151

DCBT-Net: Training Deep Convolutional Neural Networks with Extremely Noisy Labels

Bekhzod Olimov, Jeonghong Kim, and Anand Paul  

IEEE Access, Volume 8, pp. 220482-220495, December 2020. SCIE journal with  IF -3.9

Available at: https://ieeexplore.ieee.org/abstract/document/9276394

2019

Energy efficient topology management scheme based on clustering technique for software defined wirelesssensor network

Sadia Din, Anand Paul, Awais Ahmad, and Jeonghong Kim

PEER-TO-PEER NETWORKING AND APPLICATIONS, vol. 2, no. 2, pp. 348-356, 30 March 2019, SCIE journal with  IF -0.477

2018

An immersive learning model using evolutionary learning

Deblina Bhattacharjee, Anand Paul , Jeonghong Kim, and  P. Karthigaikumar

 COMPUTERS  ELECTRICAL ENGINEERING, vol 65, pp. 236-249, January 2018, SCIE journal with  IF -2.64

2017

Comparative Analysis of Intelligent Transportation Systems for Sustainable Environment in Smart Cities

Anandkumar Balasubramaniam, Anand Paul, Won-Hwa Hong, HyunCheol Seo, and Jeonghong Kim

SUSTAINABILITY, vol. 9, no. 7, pp. 1-12 , 28 June 2017, SCIE journal with  IF -2.075

2016

An object localization optimization technique in medical images using plant growth simulation algorithm

Deblina Bhattacharjee, Anand Paul, Jeong Hong Kim, and  Mucheol Kim

SpringerPlus, vol. 5, no. 1748, pp. 1- 20, 13 October, 2016, SCIE journal with  IF -1.31

International Conference 

Real-Time Hand Tracking System for Indian Sign Language Gesture Recognition

Barathi Subramanian, Jeonghong Kim ,Bekhzod Olimov

MITA 2021 The 17th International Conference on Multimedia Information Technology and Applications (2021-07-05 to 2021-07-07)

An Efficient Deep Convolutional Neural Network for Semantic Segmentation

Bekhzod Olimov, Barathi Subramanian, Anand Paul, and Jeonghong Kim

ICOT 2020: The 8th International Conference on Orange Technologies, 2020-12-18

Weight Dropout for Preventing Neural Networks from Overfitting

Bekhzod Olimov, Barathi Subramanian, Anand Paul, and Jeonghong Kim

ICOT 2020: The 8th International Conference on Orange Technologies, 2020-12-18

Quickest Path Selection Towards the Destination in Urban Environment

The Korean Institute of Communications and Information Sciences 2019-07-04

Domestic Journal 

2024

AED-Net: Attention-based Detection Model for Disabled Sign Detection

The Journal of Korean Institute of Communications and Information Sciences, Vol. 49, No. 7, pp. 976-982, July 2024

Available at: https://journal.kics.or.kr/digital-library/99395

2022

Fast Convergence GRU Model for Sign Language Recognition

The Journal of Korea Multimedia Society, ISSN. 1229-7771, Vol. 25, No. 9, pp. 1257-1265, September 2022

Available at: http://www.koreascience.or.kr/article/JAKO202228553590096.pdf

2020

DeepCleanNet: Training Deep Convolutional Neural Network with Extremely Noisy Labels

The Journal of Korea Multimedia Society, Vol. 23, No. 11, pp. 1349-1360, November 2020

Available at: https://www.koreascience.or.kr/article/JAKO202034352379282.pdf

2017

Removing Baseline Drift from ECG Signal Using Smoothing Spline and Morphology Operation

THE JOURNAL OF KOREAN INSTITUTE OF COMMUNICATIONS AND INFORMATION SCIENCES 2017-01-30

2016

Stepwise Detection of the QRS Complex in the ECG Signal

THE JOURNAL OF KOREAN INSTITUTE OF COMMUNICATIONS AND INFORMATION SCIENCES 2016-06-02

Domestic Conference 

2024

Conditioned-Guided Denoising Diffusion Model for Texture Anomaly Detection

Bahar Amirian Varnousefaderani , Rakhmonov Akhrorjon, Taehun Kim, Jeonghong Kim

Fall Conference of the Korean Society for Internet Information 2024-10-25

End-to-End Trainable Deep Learning-based Crowd Counting Model

Rakhmonov Akhrorjon Akhmadjon Ugli, Bahar Amirian Varnousefaderani and Jeonghong Kim

2024 년도 한국멀티미디어학회 춘계학술발표대회 2024-05-16

Anomaly Detection and Localization with Synthesized Anomaly Features and Assisted MLP

Bahar Amirian Varnousefaderani, Barathi Subramanian, Rakhmonov Akhrorjon Akhmadjon Ugli and Jeonghong Kim

2024 Winter Conference of Society for Computational Design and Engineering 2024-01-31

Selected among the top 10 best student papers

2023

ASN: Attention-Guided Siamese Network for Anomaly Detection in Few-Shot Learning 

Barathi Subramanian, Rakhmonov Akhrorjon Akhmadjon Ugli and Jeonghong Kim

The 53rd Spring Conference of the Information and Communication Society of Korea 2023-05-26

2022

LF-YOLOv5: An Improved and Lightweight YOLOv5 Model for Disabled Sign Detection 

Barathi Subramanian, Rakhmonov Akhrorjon and Jeonghong Kim

The Korean Software Conference 2022-12-20

Disabled Sign Recognition Using Single Shot Detection FPN

Rakhmonov Akhrorjon, Barathi Subramanian, Taehun Kim and Jeonghong Kim

The Korean Institute of Information and Communication Sciences Conference 2022-11-16

Fast convergence GRU model for Indian Sign Language recognition

Barathi Subramanian, Bekhzod Olimov, and Jeonghong Kim

KMMS Conference 2022-05-14

2021

Disabled parking sign recognition system using YOLO-v5 model

Geonhyeong Lee, Wonyoung Jeong, Dongwoo Lee, Jinho Ryu, Bekhzod Olimov, Taehoon kim and Jeonghong Kim

The Korean Multimedia Conference 2021-11-26

DeepMedNet: Deep Learning-based Medical Image Segmentation Model

Bekhzod Olimov, Barathi Subramanian, and Jeonghong Kim

Korean Computer Science Conference (KCC 2021) 2021-06-23

Real-Time Hand Gesture Recognition for Indian Sign Language using CNN with Deep Single-Shot Detector

Barathi Subramanian, Jeonghong Kim ,Bekhzod Olimov

The Korean Multimedia Conference 2021-04-30

2020

Lane detection using improved RANSAC algorithm and Sobel edge detector

Karshiev Sanjar, Jeonghong Kim

The Korean Multimedia Conference 2020-08-13

Training deep neural networks with noisy labels by combining unsupervised and supervised learning techniques

Bekhzod Olimov, Jeonghong Kim

The Korean Multimedia Conference 2020-08-13

2019

Smoking detection system in a non smoking area using a Tensor flow based CNN and Android based OpenCV

The Korean Institute of Multimedia Society 2019-05-18

Building BlockChain-Based Patient Care Platform

The Korean Institute of Multimedia Society 2019-05-18

Prediction of Bus Arrival Time using Machine Learning

The Korean Institute of Multimedia Society 2019-05-18

A Study on the Web Platform Using Deep Learning to Calculate Human aesthetic standards

The Korean Institute of Multimedia Society 2019-05-17

Korean/English mixed character Increasing recognition rate by tesseract

The Korean Institute of Multimedia Society 2019-05-17