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Viewing Publication 1 - 72 from 72

2023

International Workshop on Intelligent Systems, IWIS 2023, Ulsan, Republic of Korea, August 9-11, 2023IEEE, 2023. [doi]

A Modified UNet for Skin Lesion Segmentation using Transfer LearningAfroza Akter, Kaushik Deb, Sharmistha Chanda Tista, Kang-Hyun Jo. iwis 2023: 1-6 [doi]

YOLOv5 with Dual Attention Network for Object Detection on DroneJinsu An, Muhamad Dwisnanto Putro, Adri Priadana, Youlkyeong Lee, Junmyeong Kim, Kanghyun Jo. iwis 2023: 1-6 [doi]

Human Pose Estimation Using Parallel ArchitectureShuhena Salam Aonty, Kaushik Deb, Dhrubajyoti Das, Kang-Hyun Jo. iwis 2023: 1-6 [doi]

The Role of Audio Features in Accent Recognition: A Comparative AnalysisAnik Biswas. iwis 2023: 1-5 [doi]

Hybrid Deep Reinforcement Learning Model for Safe and Efficient Autonomous Vehicles at Pedestrian CrossingsAlexandre Brunoud, Alexandre Lombard, Abdeljalil Abbas-Turki, Nicolas Gaud, Kang-Hyun Jo. iwis 2023: 1-6 [doi]

3D Human Pose Estimation with Dilated Sampled FramesGe Cao, Qing Tang, Tien-Dat Tran, Moahamammad-Ashraf Russo, Kanghyun Jo. iwis 2023: 1-5 [doi]

Vehicle Tracking System in Drone Imagery with YOLOv5 and HistogramJehwan Choi, Seongbo Ha, Youlkyeong Lee, Kanghyun Jo. iwis 2023: 1-2 [doi]

Optimization of the System for Determining the Volume of Tissue Needed for Breast ReconstructionJulia Czalpinska, Andzelika Janicka, Jakub Rzepkowski, Mariusz Kaczmarek, Tomasz Kocejko, Kang-Hyun Jo. iwis 2023: 1-6 [doi]

Uncertainty-Aware Quantitative Grasping Control of Granular Foodstuff Based on a Deep Model that Outputs Regression CoefficientsHiroki Fukada, Tadashi Matsuo, Nobutaka Shimada, Honda Atsushi, Ryuichi Yoshiura, Zhongkui Wang, Shinichi Hirai. iwis 2023: 1-4 [doi]

Finding a Path to a Dynamic Object Using the A* AlgorithmMinki Hong, Kanghyun Jo. iwis 2023: 1-2 [doi]

Daily Living Human Activity Recognition Using Deep Neural NetworksMd Shihab Hossain, Kaushik Deb, Syed Md. Minhaz Hossain, Kang-Hyun Jo. iwis 2023: 1-6 [doi]

Gesture Recognition in Indonesian Sign Language Using Hybrid Deep Learning ModelsMuhammad Yusuf Daffa Izzalhaqqi, Wahyono. iwis 2023: 1-6 [doi]

High Precision Tracking Control Method Based on Model-Following Control and Equivalent-Input-DisturbanceRuoyu Jiang, Jinhua She. iwis 2023: 1-4 [doi]

Mixed Reality Human(MRH) Teacher for Guide for Manufacturing OperationBo-Hee Kang, Dongsik Jo. iwis 2023: 1-2 [doi]

Dynamic Obstacle Avoidance in a Complex Environment using Meta-heuristic Algorithms for 4-wheel RobotJunmyeong Kim, Kwanho Kim, Kanghyun Jo. iwis 2023: 1-5 [doi]

Detection for Illegal Right Turn Vehicles in the Korea Traffic SystemDonggue Kim, Kanghyun Jo. iwis 2023: 1-4 [doi]

Perception-Map Generation for Autonomous Driving VehicleKwanho Kim, Kanghyun Jo. iwis 2023: 1-6 [doi]

Camera Scheduling Techniques for Optimal Camera PlacementJuhwan Kim, Dongsik Jo. iwis 2023: 1-2 [doi]

Two Proposed Solutions for Mitigating Blurred Output of AutoencoderSeongmin Kim, Kanghyun Jo. iwis 2023: 1-5 [doi]

Depth Learner: An Advanced Learning Method with Edge Map for Monodepth2Minseung Kim, Seongmin Kim, Junmyeong Kim, Kanghyun Jo. iwis 2023: 1-4 [doi]

Performance Improvement of Pure Persuit Alogorithm using PID ControlSihyun Koo, Kanghyun Jo. iwis 2023: 1-2 [doi]

Analysis of the Capability of Deep Learning Algorithms for EEG-based Brain-Computer Interface ImplementationKacper Ledwosinski, Pawel Czapla, Tomasz Kocejko, Kang-Hyun Jo. iwis 2023: 1-7 [doi]

Light Source Detection from 2D ImageJongChae Lee, Kanghyun Jo. iwis 2023: 1-2 [doi]

DE-VSNet: Dense Efficient Vehicle State Classification Using Drone Traffic DatasetYoulkyeong Lee, Jehwan Choi, Kanghyun Jo. iwis 2023: 1-5 [doi]

Establishment of Automatic Scoring System for Multiple-Choice Test Using a TabletSiwon Lee, Daehwan Kim. iwis 2023: 1-2 [doi]

A Vision-based Container-Code Checking System: Case Study at International TerminalDuc-Dat Ngo, Van-Hoang-Anh Phan, Huynh-The Pham, Tien-Tan Be, Van Binh Nguyen, My Ha Le. iwis 2023: 1-6 [doi]

Simultaneous Person, Face, and Hand Detector Based on Improved YOLOv5Duy-Linh Nguyen, Xuan-Thuy Vo, Adri Priadana, Kang-Hyun Jo. iwis 2023: 1-7 [doi]

Gender Recognizer Based on Human Face using CNN and Bottleneck Transformer EncoderAdri Priadana, Muhamad Dwisnanto Putro, Jinsu An, Duy-Linh Nguyen, Xuan-Thuy Vo, Kang-Hyun Jo. iwis 2023: 1-6 [doi]

Ethical U se of AI in Social MediaSrikari Rallabandi, Ishan G. S. Kakodkar, Obulesh Avuku. iwis 2023: 1-9 [doi]

A Comparative Study of Reinforcement Learning and Analytical Methods for Optimal ControlMyeongseok Ryu, Junseo Ha, Minji Kim, Kyunghwan Choi. iwis 2023: 1-5 [doi]

Recalling Multiple Object Manipulation Candidates by Learning Based on ObservationMakoto Sanada, Nobutaka Shimada, Yoshiaki Shirai. iwis 2023: 1-5 [doi]

Reinforcement Learning-Based Collision Avoidance of a Connected and Automated Vehicle at Merging RoadsMinseok Seo, Seongjae Shin, KyungJoong Kim, Kyunghwan Choi. iwis 2023: 1-5 [doi]

Evaluating the A* Algorithm Performance in Obstacle Avoidance Through SimulationJae-hyeon Sung, Kanghyun Jo. iwis 2023: 1-2 [doi]

Unsupervised Person and Vehicle Re-identification via Relative Hard Samples in Industrial Surveillance SystemQing Tang, Ge Cao, Kang-Hyun Jo, Hail Jung. iwis 2023: 1-6 [doi]

Enhancing Brain Tumor Classification Through Customization of the Vision Transformer LearningXuan-Khoa Thai-Hoang, Van-Dung Hoang. iwis 2023: 1-5 [doi]

Modern Deep Learning Models for Skin Disease DiagnosisHoang Van Thanh, Nguyen Duy Quang, Kang-Hyun Jo. iwis 2023: 1-6 [doi]

Comparison of YOLO Series Algorithms in Mask DetectionBingshen Tong, Menglin Zhang. iwis 2023: 1-5 [doi]

A Simple Yet Effective Data Augmentation for Human Pose EstimationTien-Dat Tran, Xuan-Thuy Vo, Ge Cao, Kang-Hyun Jo. iwis 2023: 1-6 [doi]

A Tracking Control Method for Robotic Manipulators with Active Disturbance Compensation AbilityThanh Nguyen Truong, Anh Tuan Vo, Hee-Jun Kang. iwis 2023: 1-6 [doi]

Multi-Band Feature Fusion in Satellite Images for Land Cover ClassificationRussoMohammadAshraf Uddin, Xuan-Thuy Vo, Adri Priadana, Kang-Hyun Jo. iwis 2023: 1-4 [doi]

A Robust Control Strategy for Robotic Manipulators with Finite-Time StabilityAnh Tuan Vo, Thanh Nguyen Truong, Hee-Jun Kang. iwis 2023: 1-5 [doi]

Hierarchical Vision Transformers with Shuffled Local Self-AttentionsXuan-Thuy Vo, Duy-Linh Nguyen, Adri Priadana, Kang-Hyun Jo. iwis 2023: 1-6 [doi]

Spatio-Temporal Action Verification of Basketball Travelling Dribble Violation Using Mediapipe-YOLO-LSTM FrameworkHaryo Bimo Wicaksono, Wahyono. iwis 2023: 1-6 [doi]

Knowledge Distillation for Human Pose Estimation Using Channel Dropout StrategyGuangyao Zhou, Xiluo Teng, Kang-Hyun Jo. iwis 2023: 1-6 [doi]

2022

International Workshop on Intelligent Systems, IWIS 2022, Ulsan, Korea, Republic of, August 17-19, 2022IEEE, 2022. [doi]

Efficient Residual Bottleneck for Object Detection on CPUJinsu An, Muhamad Dwisnanto Putro, Kang-Hyun Jo. iwis 2022: 1-4 [doi]

Graph-based Attribute-aware Unsupervised Person Re-identification with Contrastive learningGe Cao, Qing Tang, Kang-Hyun Jo. iwis 2022: 1-6 [doi]

Lightweight Bird Eye View Detection Network with Bridge Block Based on YOLOv5Jehwan Choi, Kang-Hyun Jo. iwis 2022: 1-4 [doi]

Safe Cooperative Intersection of Autonomous and Connected Robots: Trajectory and Schedule OptimizationWendan Du, Abdeljalil Abbas-Turki, Abder Koukam, Kang-Hyun Jo. iwis 2022: 1-7 [doi]

TASuRe: Text Aware Super-ResolutionElena Filonenko, Alexander Filonenko, Kang-Hyun Jo. iwis 2022: 1-5 [doi]

Development of Web-based Metaverse PlatformJunmyeong Kim, Changhyeon Jeong, Kanghyun Jo. iwis 2022: 1-4 [doi]

BiSeNet with Depthwise Attention Spatial Path for Semantic SegmentationSeongmin Kim, Kanghyun Jo. iwis 2022: 1-4 [doi]

Using Disparity Map for Moving Object Position Estimation in Pan Tilt Camera ImagesTomasz Kocejko, Jacek Ruminski, Kang-Hyun Jo. iwis 2022: 1-4 [doi]

Skeleton-based Recognition of Pedestrian Crossing Intention using Attention Graph Neural NetworksManh Cuong Le, Truong-Dong Do, Minh-Thien Duong, Tran-Nhat-Minh Ta, Van Binh Nguyen, My Ha Le. iwis 2022: 1-5 [doi]

Low Computational Vehicle Lane Changing Prediction Using Drone Traffic DatasetYoulkyeong Lee, Qing Tang, Jehwan Choi, Kang-Hyun Jo. iwis 2022: 1-4 [doi]

Sensor Fusion of Camera and 2D LiDAR for Self-Driving Automobile in Obstacle Avoidance ScenariosTan-Thien-Nien Nguyen, Thanh-Danh Phan, Minh-Thien Duong, Chi-Tam Nguyen, Hong-Phong Ly, My Ha Le. iwis 2022: 1-7 [doi]

3D printing for human tendon-muscle gradient scaffolds engineeringThi Thanh Tho Nguyen, Van Thuy Duong, Le Thi Huong, Kyo-In Koo. iwis 2022: 1-3 [doi]

Robust Hand Detection Based on Convolutional Neural Network and Attention ModuleDuy-Linh Nguyen, Muhamad Dwisnanto Putro, Xuan-Thuy Vo, Tien-Dat Tran, Kang-Hyun Jo. iwis 2022: 1-6 [doi]

A Fast Real-time Face Gender Detector on CPU using Superficial Network with Attention ModulesAdri Priadana, Muhamad Dwisnanto Putro, Changhyun Jeong, Kang-Hyun Jo. iwis 2022: 1-6 [doi]

Estimation of Traffic Density Using CNN with Simple ArchitectureMuhammad Ardi Putra, Agus Harjoko, Wahyono. iwis 2022: 1-5 [doi]

A Real-time Face Detector on CPU Using Efficient TransformerMuhamad Dwisnanto Putro, Adri Priadana, Duy-Linh Nguyen, Kang-Hyun Jo. iwis 2022: 1-6 [doi]

Automatic Feature Detection and Classification for Watermelon (Citrillus lanatus)Javier E. Sánchez-Galán, Anel Henry Royo, Kang-Hyun Jo, Danilo Cáceres Hernández. iwis 2022: 1-7 [doi]

Attribute estimation using pedestrian clothing and autonomous mobile robot navigation based on itHidenao Takahashi, Nami Takino, Hiroki Hashimoto, Daisuke Chugo, Satoshi Muramatsu, Sho Yokota, Jin-Hua She, Hiroshi Hashimoto. iwis 2022: 1-7 [doi]

Unsupervised Object Re-identification via Irregular SamplingQing Tang, Ge Cao, Kang-Hyun Jo. iwis 2022: 1-6 [doi]

Efficient High-Resolution Network for Human Pose EstimationTien-Dat Tran, Xuan-Thuy Vo, Duy-Linh Nguyen, Kang-Hyun Jo. iwis 2022: 1-6 [doi]

POCS-based Clustering AlgorithmLe-Anh Tran, Henock M. Deberneh, Truong-Dong Do, Thanh-Dat Nguyen, My Ha Le, Dong-Chul Park. iwis 2022: 1-6 [doi]

A Vision-based Hand-sign Language Teaching System using Deep Neural Network: Methodology and ExperimentsNghe-Nhan Truong, Truong-Dong Do, Thien-Sang Le Nguyen, Minh-Thien Duong, Thanh Hai Nguyen, My Ha Le. iwis 2022: 1-6 [doi]

Shadow processing with color model adjustment and texture analysisMd. Azhar Uddin, Tahmina Khanam, Mohammad Ibrahim Khan, Kaushik Deb, Kang-Hyun Jo. iwis 2022: 1-6 [doi]

Real-time Train Wagon Counting and Number Recognition AlgorithmAndrey Vavilin, Andrey Lomov, Titkov Roman. iwis 2022: 1-4 [doi]

A Study on Efficient Multi-task Networks for Multiple Object TrackingXuan-Thuy Vo, Tien-Dat Tran, Duy-Linh Nguyen, Kang-Hyun Jo. iwis 2022: 1-6 [doi]

Implementation of P&O MPPT Control for Standalone PV System and Its Efficiency AnalysisYicheng Zhou, Jinhua She, Ryuichi Yokoyama, Yosuke Nakanishi. iwis 2022: 1-4 [doi]

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