Korean Institute of Smart Media 온라인학술대회

SMA 2020 Online

Oral/Poster (Presentation)

Oral Presentation
Smart Information Contents/Services Smart Media Information Systems

ID	Title/Authors	Presentation/Q&A
Oral. Smart Information		TOP
2	A Survey on Deep Learning for Cloud Radio Access Networks Rehenuma Tasnim Rodoshi, Seokjoo Shin and Wooyeol Choi
18	Attention-Aware Linear Depthwise Convolution for Single Image Super-Resolution Seongmin Hwang, Juhwan Lee, Cheolkon Jung and Jinyoung Kim
20	Deep learning-based defective product classification system for smart factory Huy Toan Nguyen, Nu-Ri Shin, Gwang-Hyun Yu, Gyeong-Ju Kwon, Woo-Young Kwak and Jin-Young Kim
23	A study on applying homomorphic filter and Deep Neural Network for apple trees diseases classification Hoang-Trong Vo, Gwang-Hyun Yu, Huy-Toan Nguyen, Ju-Hwan Lee, Thanh-Vu Dang and Jin-Young Kim
30	DPReLU: Dynamic Parametric Rectified Linear Unit Kien Mai Ngoc, Donghun Yang, Iksoo Shin, Hoyong Kim and Myunggwon Hwang
33	Dataset Distillation for Core Training Set Construction Yuna Jeong, Myunggwon Hwang and Wonkyung Sung
34	The Relationships between Capabilities and Values of Big Data Analytics Byeonghwa Park, Mijin Noh and Choong Kwon Lee
36	Synesthesia Information Collection Method through Auditory Conversion of Visual Information* Gyumin Cho, Younkyung Jwa and Chang Wook Ahn
48	Malware Family Classification Model using Xception Network Soo Han Kim, JongHyun Kim and Eul Gyu Im
50	Data Distribution Search to Select Core-Set for Machine Learning Myunggwon Hwang, Yuna Jeong and Wonkyung Sung
52	Data Poisoning Attack on Random Forest Classification Model Jun Young Chang and Eul Gyu Im
53	Android Malware Family Classification using Images from Dex Files MunYeong Kang, Jihyeon Park, Seonghyun Park, Seong-je Cho and Minkyu Park
59	Human Action Recognition based on ST-GCN using Opticalflow and Image Gradient* Jang Han-Byul, Kim Dae-Jin and Lee Chil-Woo
60	Out-of-Distribution Detection Based on Distance Metric Learning Donghun Yang, Iksoo Shin, Kien Mai Ngoc, Hoyong Kim, Chanhee Yu and Myunggwon Hwang
63	Multimodal Fusion with Attention Mechanism for Trustworthiness Prediction in Car Advertisements Van Thong Huynh, Soo-Hyung Kim, Hyungjeong Yang, Gueesang Lee and Jung-Hee Kim
91	A Secure Framework for Contactless Smartcards using Authentication Server to Prevent Relay Attack Shaifali Narayan, Brij B Gupta, Ching-Hsien Hsu and Chang Choi
97	Image and Encoded Text Fusion for Deep Multi-Modal Clustering Do Truong Dong, Kyungbaek Kim, Hyukro Park and Hyungjeong Yang
100	Demystifying ARM TrustZone TEE Client API using OP-TEE Heedong Yang and Manhee Lee
122	Multiple Classification with Split Learning Jongwon Kim, Sungho Shin, Yeonguk Yu, Junseok Lee and Kyoobin Lee
159	Enhanced Microgrid Functions for Topology Reconfiguration and Fault Restoration Xiancheng Wang and In-Ho Ra
Oral. Contents/Services		TOP
1	Extracting Control Features to Predict a Player’s League in StarCraft II Chanmin Lee and Chang Wook Ahn
11	Use of Gaze and Hand Pointers in Mixed Reality Remote Collaboration Seungwon Kim, Allison Jing, Hanhoon Park, Soo-Hyung Kim, In-Seop Na, Weidong Huang, Gun Lee and Mark Billinghurst
21	Research on Exhibition Space Pedestrian Flow Line Design Based on Space Syntax Theory Qiuyan Cao, Jonghwan Seo and Hyunseok Han
24	Conjoint analysis of user needs in mobile payment interface design Meng Qi, Jonghwan Seo and Jae-Hyung Byun
25	The Definition and Attribute of Complex User Group in Design Research Lu Liu, Jonghwan Seo and Jaehyung Byun
47	A Study on the Factors Affecting the Behavior of Internet Medical Apps Xiao Han, Hyungwoo Kim and Hyun Dong Lee
49	Acceleration of the Evolution of Visual Publication and Virtual Learning Impacted by COVID-19 Pandemic: Case Study Kwang-Yul Jeong and Simon Liu
51	KERC 2019: The 1st Korean Emotion Recognition Challenge Inha Seo, Thi Tuong Vi Vo, Aran Oh, Guee-Sang Lee, Hyung-Jeong Yang and Soo-Hyung Kim
66	Determinants of Social Media-Based Online Store Adoption Tazizur Rahman, Md. Abir Hossain, Yang Sok Kim, Mijin Noh and Choong Kwon Lee
75	Reversing Obfuscated Control Flow Structures in Android Apps using ReDex Optimizer Geunha You, Gyoosik Kim, Jihyeon Park, Seong-Je Cho and Minkyu Park
77	Empirical Study on SAT-Encodings of the At-Most-One Constraint Van-Hau Nguyen, Van-Quyet Nguyen, Kyungbaek Kim and Pedro Barahona
83	Information Bias Factor in Information Visualization Dasol Kim and Sicheon You
84	Mobile Robot with Eye-Gaze Interface Roman Rezenko, Ryoya Hase, Takenori Obo, Yousun Kang and Duk Shin
87	Face Color Analysis by Body Temperature for a Mobile Device Application Yousun Kang and Duk Shin
116	Smartphone-based Indoor Navigation System Using Particle Filter and Map-Constraints Suhardi Azliy Junoh, Santosh Subedi and Jae-Young Pyun
118	Korean Grammatical Error Correction based on Transformer with Copying Mechanisms and Grammatical Noise Implantation Methods Myunghoon Lee, Hyeonho Shin, Dabin Lee and Sung-Pil Choi
121	Summarizing social media content via bio-inspired influence maximization algorithms Christian Esposito, Vincenzo Moscato, Gianacrlo Sperlì and Chang Choi
155	Performance Enhancement Realization of Hybrid DGs in Microgrid under Uncertainties Thiruvenkadam Srinivasan, Hyuntae Kim and In-Ho Ra
156	Machine Learning for Energy Conservation of Microgrid under Fault and Varying Load Conditions Thiruvenkadam Srinivasan, Hyung-Jin Kim and In-Ho Ra
157	Study on Location Selection of 5G Base Station based on Voronoi Diagram Tao Yan, In-Ho Ra and Yan Che
Oral. Smart Media		TOP
7	Region-based Selective Compression and Selective Encryption of Medical Images Ijaz Ahmad and Seokjoo Shin
14	Synergetic Butterfly Optimization Algorithm* Tarun K. Sharma and Chang Wook Ahn
17	Improving Recurrent Gate Mechanism For Time-to-Conversion Prediction Of Alzheimer’s Disease Duy Phuong Dao, Ngoc Huynh Ho, Jahae Kim and Hyung Jeong Yang
27	Subword-based Sentence Representation Model for Sentiment Classification Danbi Cho, Hyunyoung Lee and Seungshik Kang
45	Korean Voice Annotation Program Sin Woo Lee, Jong Ho Paik and In Seop Na
57	Accelerating Parallel Evaluation of Regular Path Queries on Large Graphs by Estimating Joining Cost of Subqueries Van-Quyet Nguyen, Van-Hau Nguyen, Huy-The Vu, Minh-Quy Nguyen, Quyet-Thang Huynh and Kyungbaek Kim
58	Blind Image Watermarking Scheme for Image Authentication and Restoration with Improved Restoration Features Rishi Sinhal, Irshad Ahmad Ansari and Chang Wook Ahn
61	Combining Reinforcement Learning with Supervised Learning for Sepsis Treatment* Thanh Cong Do, Hyung Jeong Yang, Seok Bong Yoo and In Jae Oh
62	Blockchain-based renewable energy trading system with smart contract in a small local community Riseul Ryu and Soonja Yeom
64	Multi-Task with Variational Autoencoder for Lung Cancer Prognosis on Clinical Data Thanh-Hung Vo, Guee-Sang Lee, Hyung-Jeong Yang, Sae-Ryung Kang, In-Jae Oh and Soo-Hyung Kim
72	Determining Prosumer Energy Generation Performance as Basis for Peer-to-Peer Energy Trading Decisions using Monte Carlo Simulation Ralph Voltaire J Dayot, Hyuntae Kim and In-Ho Ra
78	CNN based Lung Indexing Method for DICOM CT Image Chulwoong Choi, Sungwoong Yeom, Hieyong Jeong and Kyungbaek Kim
80	Font2Fonts: A modified Image to Image translation framework for font generation Debbie Honghee Ko, Ammar Ul Hassan Muhammad, Saima Majeed and Jaeyoung Choi
106	Facial Expression Emotion through BCI-based Personal Traits and Emotion Classification Tae-Yeun Kim, Sang-Hyun Bae and Sung-Hwan Kim
111	Multiple Models Using Temporal Feature Learning for Emotion Recognition Hoang Manh Hung, Soo-Hyung Kim, Hyung-Jeong Yang and Guee-Sang Lee
123	Body Composition Area Identification from Low-radiation X-Ray image using Ensemble Learning Model Pusit Kulkasem, Watcharaphong Yookwan and Krisana Chinnasarn
124	Automated Glaucoma Lesion Detection using Ellipse Descent Analysis Nilrat Kanyunthong, Annupan Rodtook and Krisana Chinnasarn
132	Video Key Frame Extraction & Fire-Smoke Detection with Deep Compact Convolutional Neural Network Akm Ashiquzzaman, Dongsu Lee, Seung Min Oh, Yeong Gwang Kim, Ji Hoon Lee and Jinsul Kim
146	A Modified Generator for Multi-domain Transfer GeumBoon Lee
158	A Secure Cloud Storage Scheme Supporting Key Update and Ciphertext Evolution Shimao Yao and In-Ho Ra
Oral. Information Systems		TOP
3	Case Study: Continual Evaluation of IT Process Portfolio in SME based on Val IT 2.0* Jan Lacina, Libor Měsíček, Hoon Ko and Sung Bum Pan
4	Energy Conservation Techniques for Flying Ad Hoc Networks Sabitri Poudel, Sangman Moh and Jian Shen
5	Energy-Efficient Data Gathering Schemes in UAV-Based Wireless Sensor Networks Rezoan Ahmed Nazib and Sangman Moh
8	Method of estimation of missing data in AMI system Hyuk-Rok Kwon, and Taek-Eun Hong
9	Experimental Comparison of Traffic Analysis Adversaries in Event Monitoring Wireless Networks Lilian C. Mutalemwa and Seokjoo Shin
13	Comparison of Deep Learning based Fish Detection Performance for Real-Time Smart Fish Farming Younghak Shin, Jeonghyeon Choi and Han Suk Choi
26	Analysis of Bio-signal based Biometrics Application Technique Trends for Smart Connected Car Igor Lyebyedyev, Gyu Ho Choi, Kiho Lim and Sung Bum Pan
35	SLA-Aware Adaptive Mapping Scheme in Bigdata Distributed Storage Systems Sopanhapich Chum, Jongmoo Choi, Jerry Li and Heekwon Park
39	End-to-end Deep Network for Image Denoising and Colorization Khoa Tran Van, Vinh Dinh Quang, Tuan-Duc Nguyen, Phuc Nguyen Hong, Narayan Debnath C and Chang Wook Ahn
41	Single Image Dehazing Using End-to-End Deep-Dehaze Network Masud An-Nur Islam Fahim and Ho Yub Jung
43	Complex information processing networks of EEG oscillations during voluntary movements Han-Gue Jo, Lisa Wagels, András Puszta and Mikhail Votinov
70	Q-Learning-based Resource Allocation with Priority-based Clustering for Heterogeneous NOMA Systems Sifat Rezwan and Wooyeol Choi
92	Detection of Spammer Account through Rumor Analysis in Online Social Networks Somya Ranjan Sahoo, Brij B Gupta, Chang Choi and Christian Esposito
98	IoT Powered Cancer Observation System Osama Rehman, Zaroon Farrukh, Asiya Al-Busaidi, Kyungjin Cha, Simon J. Park and Ibrahim M. H. Rahman
99	LoRa Mesh Network for Smart Metering in Rural Electrification Anup Marahatta, Yaju Rajbhandari, Ashish Shrestha, Ajay Singh, Anup Thapa and Seokjoo Shin
108	A Pooling Function based on Differential Evolution for Multiple Instance Learning Kamanasish Bhattacharjee, Arti Tiwari, Millie Pant and Chang Wook Ahn
112	Cost-Effective Container Orchestration Using Usage Data Youseok Nam and Hwansoo Han
131	Performance Analysis of ZigBee-based IoT Prototype for Remote Monitoring in Power Grid Systems Saqib Ali, Osama Rehman, Kyungjin Cha, Taisira Al Balushi and Zia Nadir
133	An improvement of supplementary book suggestion system Benchamawan Chaisoongnoen and Komate Amphawan
136	NILR: N-Most Interesting Location-based Recommender System Sumet Darapisut, Komate Amphawan, Sunisa Rimcharoen and Nutthanon Leelathakul

Poster Presentation
Smart Information Contents/Services Smart Media Information Systems

ID	Title/Authors	Presentation/Q&A
Poster. Smart Information		TOP
6	Performance Simulation Tools for MAC Protocols in the Internet of Things Shreya Khisa and Sangman Moh
22	Convolutional Neural Network-based image retrieval with degraded samples Thanh Vu Dang, Gwanghyun Yu, Huy Toan Nguyen, Hoang Trong Vo, Juhwan Lee and Jinyoung Kim
38	Building a Data Model for Portable Atmospheric Environment Measurement System Soohyeon Chae, Jangwon Gim and Sukhoon Lee
42	Image Retrieval Based on Dual Rearrangement of Object Corner Point* Youngeun An, Taeyeun Kim and Sungbum Pan
54	Caching Cost Model for In-memory Data Analytics Framework Minseop Jeong, Seongsoo Park and Hwansoo Han
67	Detection Model of Heavy Equipment Using YOLOv3 while Driving Won Seok Lee, Hee Jun Lee, Choong Kwon Lee and Kyung Nam Ko
68	A Study of the Classification of IT Jobs Using LSTM and LIME In Hyeok Choi, Yang Sok Kim and Choong Kwon Lee
76	Document Image Binarization with Contour and Feature Supervision Quang Vinh Dang and Guee-Sang Lee
79	AutoEncoder Based Feature Extraction for Multi Malicious Traffic Classification Sungwoong Yeom, Chulwoong Choi and Kyungbaek Kim
85	A Study on the Clothes Classification using AlexNet Deep Learning Hye Yeon Son, Min Seon Lee and Sun-Kuk Noh
86	Comparison of Attention Module for Acoustic Scene Classification Nisan Aryal and Sang-Woong Lee
96	Digital Marketing and Cultural Big Data Platform Jong Youl Hong, Libor Měsíček and Hoon Ko
104	A Study on the Auxiliary Memory Object Detection Technology Using RetinaNet Jun-yeong Kim, Jun Park, Se-Hoon Jung and Chun-Bo Sim
110	Design of Smart Livestock Platform Based on Digital Twin and Artificial Intelligence Namho Kim and Heeja Jeong
120	Design of Queue Management Algorithm based on Deep Reinforcement Learning SeolRyung Jung, JinGwang Koh and SungKeun Lee
130	Study on Human Activity Recognition Using semi-Supervised Active Transfer Learning Seung Min Oh, A K M Ashiquzzaman, Dong Su Lee, Ji Hoon Lee, Yeong Gwang Kim, Jae Hyung Park and Jin Sul Kim
149	An improved Data Independent Method with Bi-directional LSTM Network based Biometric ECG Authentication Htet Myet Lynn, Pankoo Kim and Sung Bum Pan
Poster. Contents/Services		TOP
10	Genetic Optimizing Method for Real-time Monte Carlo TreeSearch Problem Man-Je Kim, Jong-Hyun Lee and Chang Wook Ahn
19	A Text-to-Dynamic Image Generation Method using Feature Information of Video Taekeun Hong, Kangmin Kim, Pankoo Kim and Kiho Lim
40	Survey and Performance Test of Python-based Libraries for Parallel Processing TaeHong Kim, YoonSeok Cha, ByeongChun Shin and Byungrae Cha
55	A Survey on High-Dimensional Medical Data Clustering Velmurugan Arresh Balaji, Chulwoong Choi and Kyungbaek Kim
69	Squeeze U-SegNet: A CNN architecture for Automatic segmentation of brain MRI Chaitra Dayananda, Nagaraj Yamanakkanavar and Bumshik Lee
73	Multitask Learning with Boundary Awareness for Skin Lesion Segmentation Phan Tran Dac Thinh, Soo-Hyung Kim and Hyung-Jeong Yang and Guee-Sang Lee
105	Expressing metonymic information in visual communication - Focused on emoticons - Chanhee Kim and Si Cheon You
107	Emotion and Collaborative Filtering-Based Recommendation System Tae-Yeun Kim and Sung-Hwan Kim
109	Design of a dancing robot for creative learning based on open source Namho Kim
113	The Urbanization Effect of Mega Sports Events Using Landsat Satellite Image Data: Focused on Pyeongchang Olympics Patrick Wyson Ziba, Jin Woo Do, Ju Young Kang and Seong Sik Yoon
115	Transferring Convolutional Layer for Satellite Image Processing Yan Ji Piao, Sang Ho Ahn, Jae Hyung Park, Se Hyoung Kim and Ju Young Kang
119	Augmented reality technology through synchronization of real and virtual camera Hyung-Jin Park, Myoung-Bae Seo and Do-Sik Kim
126	Aspects of Providing Robotic Healthcare Services for the Elderly based on HRI-enabled Applications in a Healthcare Community Center Yoosang Park, Jongsun Choi and Jaeyoung Choi
129	Towards Sensor-Cloud Based Efficient Smart Healthcare Monitoring Framework using Machine Learning Khadak Singh Bhandari, Changho Seo and Gi Hwan Cho
134	Security Threat Analysis on Broadcast Channel in Mobile Network* Insu Oh, Eunseon Jeong, Junyoung Park, Keunkyoung Kim, Myoungsu Kim and Kangbin Yim
150	Information Provider Service Factor into user’s Perception of Informatization Performance According to Information Use Patterns* Youngshim Kim
Poster. Smart Media		TOP
28	Simulated Design of AR-Based Urban Landscape using Drone Dongyoun Lee and Myung-Bae Seo
74	Deep Learning-Based Inpainting for Chest X-ray Image Minh-Trieu Tran, Soo-Hyung Kim, Hyung-Jeong Yang and Guee-Sang Lee
81	Multi prototype Morpheme Embedding for Text Classification Hyejin Won, Hyunyoung Lee and Seungshik Kang
82	Types of Students' Cognition of E-Learning Experience: Q methodological Approach Lin Zheng and Seo Jong-Hwan
89	Cascade AOA Estimation Technique Based on Uniform Circular Array Tae-yun Kim, Dongbin Lee Lee and Suk-seung Hwang
90	Developing a Korean QA Chatbot for a Medical Domain Using a Multi-step Retrieval Approach Min-Su Jeong, Su-Jeong Song and Yun-Gyung Cheong
94	Non-Face-to-Face and Contactless Preference Survey System KwangCheol Rim
95	Development of VR-based Road Noise Simulation Prototype Sanggyu Lee and Myoung Bae Seo
102	Evaluation of Drowsy Driver Detection Schemes: Feasibility Test for Processing-in-Vehicle Kwanghee Lee and Jongmoo Choi
103	Structures Stereo Camera based Twin Camera Module System Tae-Yeun Kim, Sung-Hwan Kim and Sang-Hyun Bae
128	LSTM-Based Multi-Modal Sentiment Recognition for Psychological Counseling Chatbot* MyungJin Lim and JuHyun Shin
135	Automatic Rap Lyrics Generation with Rhymes Through Korean Syllables Chansol Park and Yun-Gyung Cheong
141	Study of Hand Motion Signal Detection and Frame Extraction Using Frequency Analysis by Electric Field Sensors Seonil Jeong and Youngchul Kim
142	Real-Time Hand Motion Frame Extraction Using Electric Potential Sensors Hunmin Lee, Seonil Jeong and Youngchul Kim
148	A Method for Scenario-Movie Scene Generation Using Modified MirrorGAN Kyung-Ho Yu, Eun-Bin Pak and Pan-Koo Kim
151	First Responder Positioning and Localization based on Optimal Anchor Access Point Selection using Minimum Uncertainty Propagation for Disaster Scenarios Regin A. Cabacas and In-Ho Ra
Poster. Information Systems		TOP
12	A study on how to build a small energy-independent smart farm Soon-yeol Kwon, Hye-yoon Jung and Pan-Koo Kim
15	Deep learning-based rice seed segmentation for high-throughput phenotyping* Yuseok Jeong, Junghan Lee, Myeongjun Park, Hongro Lee, Changwoo Lee, Jeong-Ho Baek and Kyung-Hwan Kim
29	Draft Design of Fruit Object Recognition using Transfer Learning in Smart Farm YoonSeok Cha, TaeHong Kim, DaeKyu Kim and Byungrae Cha
31	Prototype of Strawberry Maturity-Level Classificationto Determine Harvesting Time of Strawberry TaeHong Kim, SooHee Oh, Byungrae Cha, Sun Park and JaeHyun Seo
46	Unsupervised Method for Measuring Smart Home Service Quality through Gap Analysis and Dependency Parsing Changhyun Lee, Hyunjin Bae, GyooGun Lim and Kyung Jin Cha
56	Survey on Reinforcement Learning based Efficient Routing in SDN Hong-Nam Quach, Sungwoong Yeom and Kyungbaek Kim
93	Bayesian Wasserstein GAN and Application for Vegetable Disease Image Data* Wanhyun Cho, Myung-Hwan Na, Sora Kang and Sangkyoon Kim
125	Development of electronic library chatbot system using SNS-based mobile chatbot service Hyunho Park, Hyoungju Kim and Pan-Koo Kim
127	Pig Farm Environment Sensor Data Correlation and Heatmap Analysis for Predicting Sensor Remaining Useful Life Lee Jihoon, Oh Seung Min, Kim Yeong Gwang, Lee Dong Su, Akm Ashiquzzaman and Kim Jin Sul
140	Fish Activity State and Fuzzy Inference based an Intelligent Fish Feeding Model Han Suk Choi, Jeong Hyeon Choi, Kyung Woo Park, Seok Won Jung, Han Kyu Lim and Younghak Shin
143	A Study on the Expert Recommendation System Using Social Network-Based Reliability Measurement Algorithm Namhong Park
144	Design of BIM-based Virtual-Reality Simulation System* MyoungBae Seo, HyungJin Park, DongYoun Lee and SangGyu Lee
145	Conceptual Space Design Based on Word Embedding for Dynamic Metaphor Network Construction HyoungJu Kim, JunHo Choi, Dong Won Seo and PanKoo Kim
147	An EFA for Software Development Environments Kwang Yoon Song and In Hong Chang
152	Classifier Comparison for Two Distinct Applications Using Same Data Sai Bharadwaj Appakaya, Ravi Sankar and In-Ho Ra
153	Cooperative Influence Learning Harshit Srivastava, In-Ho Ra and Ravi Sankar
154	Early Stage Diagnosis of Parkinson’s Disease Using HOS Features of EEG Signals Seyed Alireza Khoshnevis, In-Ho Ra and Ravi Sankar

Korean Institute of Smart Media

온라인학술대회

SMA 2020 Online

Oral/Poster (Presentation)

행사 장소

문의처

Korean Institute of Smart Media 온라인학술대회

SMA 2020 Online

Oral/Poster (Presentation) ﻿

행사 장소

문의처

Korean Institute of Smart Media

온라인학술대회

Oral/Poster (Presentation)