Sung Wook Baik

发表

Efficient Conversion of Deep Features to Compact Binary Codes Using Fourier Decomposition for Multimedia Big Data

Sung Wook Baik, Jaime Lloret, Jamil Ahmad, 2018, IEEE Transactions on Industrial Informatics.

Intelligent and Energy-Efficient Data Prioritization in Green Smart Cities: Current Challenges and Future Directions

Sung Wook Baik, Jaime Lloret, Khan Muhammad, 2019, IEEE Communications Magazine.

Endoscopic Image Classification and Retrieval using Clustered Convolutional Features

Sung Wook Baik, Khan Muhammad, Jamil Ahmad, 2017, Journal of Medical Systems.

Kernel Context Recommender System (KCR): A Scalable Context-Aware Recommender System Algorithm

Sung Wook Baik, Misbah Iqbal, Mustansar Ali Ghazanfar, 2019, IEEE Access.

Video Summarization by Employing Visual Saliency in a Sufficient Content Change Method

Sung Wook Baik, Irfan Mehmood, Naveed Ejaz, 2014 .

Event-Oriented 3D Convolutional Features Selection and Hash Codes Generation Using PCA for Video Retrieval

Sung Wook Baik, Victor Hugo C. De Albuquerque, Amin Ullah, 2020, IEEE Access.

SSH: Salient Structures Histogram for Content Based Image Retrieval

Sung Wook Baik, Jamil Ahmad, Irfan Mehmood, 2015, 2015 18th International Conference on Network-Based Information Systems.

ViTAG: A Learning Framework for Generating Action Tags in Videos

Sung Wook Baik, Naveed Ejaz, Muhammad Azhar, 2013 .

3D visualization framework based on MVC for in-situ OLAP knowledge/information interpretation

Sung Wook Baik, Cheolwhan Lee, Sung Gook Kim, 2010 .

Divide-and-conquer based summarization framework for extracting affective video content

Sung Wook Baik, Seungmin Rho, Irfan Mehmood, 2016, Neurocomputing.

Erratum to: Video Summarization Based Tele-endoscopy: A Service to Efficiently Manage Visual Data Generated During Wireless Capsule Endoscopy Procedure

Sung Wook Baik, Irfan Mehmood, Muhammad Sajjad, 2014, Journal of Medical Systems.

A comprehensive survey of multi-view video summarization

Sung Wook Baik, Jaime Lloret, Weiping Ding, 2021, Pattern Recognit..

Feature Reduction and Noise Removal in SURF Framework for Efficient Object Recognition in Images

Sung Wook Baik, Naveed Ejaz, Ran Baik, 2012, ICITCS.

Synchronized and efficient communication system based on Agent-Mediator framework for adaptive mixed reality space

Sung Wook Baik, Yun Jang, Mi Young Lee, 2013, International Conference on ICT for Smart Society.

Early fire detection using convolutional neural networks during surveillance for effective disaster management

Sung Wook Baik, Khan Muhammad, Jamil Ahmad, 2017, Neurocomputing.

Deep Learning Assisted Buildings Energy Consumption Profiling Using Smart Meter Data

Sung Wook Baik, Mi Young Lee, Amin Ullah, 2020, Italian National Conference on Sensors.

Implementation of a Distributed Data Mining System

Sung Wook Baik, Jerzy W. Bala, Ju Sang Cho, 2005, International Conference on Computational Science.

Determining speaker attributes from stress-affected speech in emergency situations with hybrid SVM-DNN architecture

Sung Wook Baik, Seungmin Rho, Jamil Ahmad, 2016, Multimedia Tools and Applications.

Distributed Visual Interfaces for Collaborative Exploration of Data Spaces

Sung Wook Baik, Jerzy W. Bala, Yung Jo, 2005, KES.

A Two-Stage Industrial Load Forecasting Scheme for Day-Ahead Combined Cooling, Heating and Power Scheduling

Sung Wook Baik, Seung-Won Jung, Eenjun Hwang, 2020, Energies.

Data augmentation-assisted deep learning of hand-drawn partially colored sketches for visual search

Sung Wook Baik, Jamil Ahmad, Khan Muhammad, 2017, PloS one.

CNN-based anti-spoofing two-tier multi-factor authentication system

Sung Wook Baik, Arun Kumar Sangaiah, Christian Esposito, 2019, Pattern Recognit. Lett..

Dempster-Shafer Fusion Based Gender Recognition for Speech Analysis Applications

Sung Wook Baik, Seungmin Rho, Jamil Ahmad, 2016, 2016 International Conference on Platform Technology and Service (PlatCon).

Ontology-based Secure Retrieval of Semantically Significant Visual Contents pdf

Sung Wook Baik, Khan Muhammad, Mi Young Lee, 2015, ArXiv.

Sparse coded image super-resolution using K-SVD trained dictionary based on regularized orthogonal matching pursuit.

Sung Wook Baik, Irfan Mehmood, Muhammad Sajjad, 2015, Bio-medical materials and engineering.

e-Learning System That Provides Personalized Adaptive Contents in Real-Time

Sung Wook Baik, Hanku Lee, Junghyun Kim, 2013 .

Adaptive Texture Recognition in Image Sequences with Prediction through Features Interpolation

Sung Wook Baik, Ran Baik, 2004, ICCSA.

Visualizing Predictive Models in Decision Tree Generation

Sung Wook Baik, Jerzy W. Bala, Sung Ahn, 2004, ICCSA.

Adaptive Segmentation of Remote-Sensing Images for Aerial Surveillance

Sung Wook Baik, Jong Weon Lee, Sung Mahn Ahn, 2003, CAIP.

Automatic Segmentation of Region of Interests in MR Images Using Saliency Information and Active Contours

Sung Wook Baik, Irfan Mehmood, Ran Baik, 2012, ICITCS.

OPTIMIZING PARAMETERS TO ENHANCE OPTIC SIGNAL-TO-NOISE RATIO IN NATION-WIDE TERRESTRIAL DWDM CASCADED EDFAs FIBER OPTIC COMMUNICATION SYSTEMS

Sung Wook Baik, Tuan Nguyen Van, 2006 .

Multi-scale Information Maximization Based Visual Attention Modeling for Video Summarization

Sung Wook Baik, Irfan Mehmood, Naveed Ejaz, 2012, 2012 Sixth International Conference on Next Generation Mobile Applications, Services and Technologies.

Cloud-Assisted Multiview Video Summarization Using CNN and Bidirectional LSTM

Sung Wook Baik, Khan Muhammad, Tanveer Hussain, 2020, IEEE Transactions on Industrial Informatics.

SD-Net: Understanding overcrowded scenes in real-time via an efficient dilated convolutional neural network

Sung Wook Baik, Noman Khan, Ijaz Ul Haq, 2020, Journal of Real-Time Image Processing.

Multi-kernel based adaptive interpolation for image super-resolution

Sung Wook Baik, Naveed Ejaz, Muhammad Sajjad, 2012, Multimedia Tools and Applications.

A Secure Method for Color Image Steganography using Gray-Level Modification and Multi-level Encryption

Sung Wook Baik, Khan Muhammad, Jamil Ahmad, 2015, KSII Trans. Internet Inf. Syst..

Adaptive Image Classification for Aerial Photo Image Retrieval

Sung Wook Baik, Ran Baik, 2004, Australian Conference on Artificial Intelligence.

Feature aggregation based visual attention model for video summarization

Sung Wook Baik, Irfan Mehmood, Naveed Ejaz, 2014, Comput. Electr. Eng..

IGC: An Image Genre Classification System

Sung Wook Baik, Kangseok Kim, Wonil Kim, 2011, AICI.

Mining top-k frequent patterns from uncertain databases

Sung Wook Baik, Van-Nam Huynh, Bay Vo, 2020, Applied Intelligence.

Deep features-based speech emotion recognition for smart affective services

Sung Wook Baik, Khan Muhammad, Jamil Ahmad, 2017, Multimedia Tools and Applications.

Model evolution methodology for adaptive object recognition under dynamic perceptual conditions

Sung Wook Baik, Peter W. Pachowicz, 1998, Defense, Security, and Sensing.

Raspberry Pi assisted facial expression recognition framework for smart security in law-enforcement services

Sung Wook Baik, Arun Kumar Sangaiah, Khan Muhammad, 2019, Inf. Sci..

License Plate Recognition for Parking Management System using UAV Vision

Sung Wook Baik, Seung Ju Lee, Mi Young Lee, 2018 .

A Study on the Generation of OLAP Data Cube Based on 3D Visualization Interaction

Sung Wook Baik, Cheolwhan Lee, Joon Yeon Choeh, 2011, 2011 International Conference on Computational Science and Its Applications.

Neural network modeling of inter-characteristics of silicon nitride film deposited by using a plasma-enhanced chemical vapor deposition

Sung Wook Baik, Byungwhan Kim, Su Jin Lee, 2011, Expert Syst. Appl..

One-Shot Learning for Surveillance Anomaly Recognition using Siamese 3D CNN

Sung Wook Baik, Khan Muhammad, Ijaz Ul Haq, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Divide-and-Conquer based Ensemble to Spot Emotions in Speech using MFCC and Random Forest pdf

Sung Wook Baik, Jamil Ahmad, Mi Young Lee, 2016, ArXiv.

A Design and Analysis of Circulant Preconditioners

Sung Wook Baik, Ran Baik, 2004, CIS.

Short-Term Prediction of Residential Power Energy Consumption via CNN and Multi-Layer Bi-Directional LSTM Networks

Sung Wook Baik, Seungmin Rho, Amin Ullah, 2020, IEEE Access.

Digital Image Magnification Using Gaussian-Edge Directed Interpolation

Sung Wook Baik, Muhammad Sajjad, Ran Baik, 2012, ICITCS.

Efficient object-based surveillance image search using spatial pooling of convolutional features

Sung Wook Baik, Jamil Ahmad, Irfan Mehmood, 2017, J. Vis. Commun. Image Represent..

Texture Feature Extraction and Selection for Classification of Images in a Sequence

Sung Wook Baik, Ran Baik, Yung Jo, 2004, IWCIA.

Gender Identification using MFCC for Telephone Applications - A Comparative Study pdf

Sung Wook Baik, Jamil Ahmad, Bay Vo, 2016, ArXiv.

A Study on Efficient Methods of Classification and Services Based on Data Recorded by Drones

Sung Wook Baik, Khan Muhammad, Ijaz Ul Haq, 2018 .

Deep LSTM-Based Sequence Learning Approaches for Action and Activity Recognition

Sung Wook Baik, Khan Muhammad, Tanveer Hussain, 2020 .

Smart Desk: A Single Interface Based File Sharing System

Sung Wook Baik, Naveed Ejaz, Ran Baik, 2012, ICITCS.

Minimal RBF Networks by Gaussian Mixture Model

Sung Wook Baik, Sung Mahn Ahn, S. Baik, 2005, ICIC.

On-Line Model Modification for Adaptive Object Recognition

Sung Wook Baik, Peter W. Pachowicz, S. Baik, 2000, ECAI.

Saliency-weighted graphs for efficient visual content description and their applications in real-time image retrieval systems

Sung Wook Baik, Seungmin Rho, Jamil Ahmad, 2017, Journal of Real-Time Image Processing.

Saliency-directed prioritization of visual data in wireless surveillance networks

Sung Wook Baik, Irfan Mehmood, Muhammad Sajjad, 2015, Inf. Fusion.

Adaptive image data hiding using transformation and error replacement

Sung Wook Baik, Naveed Ejaz, Jamil Anwar, 2013, Multimedia Tools and Applications.

Adaptive key frame extraction for video summarization using an aggregation mechanism

Sung Wook Baik, Naveed Ejaz, Tayyab Bin Tariq, 2012, J. Vis. Commun. Image Represent..

SPPC: a new tree structure for mining erasable patterns in data streams

Sung Wook Baik, Mi Young Lee, Philippe Fournier-Viger, 2018, Applied Intelligence.

A Novel CNN-GRU-Based Hybrid Approach for Short-Term Residential Load Forecasting

Sung Wook Baik, Zulfiqar Ahmad Khan, Mi Young Lee, 2020, IEEE Access.

Efficient Convolutional Neural Networks for Fire Detection in Surveillance Applications

Sung Wook Baik, Khan Muhammad, Salman Khan, 2020 .

A cluster analysis based on a regularization method

Sung Wook Baik, Sung Mahn Ahn, 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

Immersive modeling system (IMMS) for personal electronic products using a multi-modal interface

Hyungjun Park, Duck Bong Kim, Sung Wook Baik, 2010, Comput. Aided Des..

Performance Evaluation of an Agent Based Distributed Data Mining System

Sung Wook Baik, Jerzy W. Bala, Ju Cho, 2005, Canadian Conference on AI.

Adaptive Object Recognition with Image Feature Interpolation

Sung Wook Baik, Ran Baik, 2004, Australian Conference on Artificial Intelligence.

A Hybrid Approach Using Oversampling Technique and Cost-Sensitive Learning for Bankruptcy Prediction

Sung Wook Baik, Mi Young Lee, Bay Vo, 2019, Complex..

Aerial Photograph Image Retrieval Using the MPEG-7 Texture Descriptors

Sung Wook Baik, Seungbin Moon, Yung Jo, 2005, KES.

A Cartoon Image Classification System Using MPEG-7 Descriptors

Sung Wook Baik, Kangseok Kim, Wonil Kim, 2011, AICI.

Sparse Representations-Based Super-Resolution of Key-Frames Extracted from Frames-Sequences Generated by a Visual Sensor Network

Sung Wook Baik, Irfan Mehmood, Muhammad Sajjad, 2014, Sensors.

Raspberry Pi assisted face recognition framework for enhanced law-enforcement services in smart cities

Sung Wook Baik, Mohamed Elhoseny, Arun Kumar Sangaiah, 2017, Future Gener. Comput. Syst..

Application of a distributed data mining approach to network intrusion detection

Sung Wook Baik, Jerzy W. Bala, Ali Hadjarian, 2002, AAMAS '02.

Online model modification for adaptive texture recognition in image sequences

Sung Wook Baik, Peter W. Pachowicz, S. Baik, 2002, IEEE Trans. Syst. Man Cybern. Part A.

Mobile-cloud assisted framework for selective encryption of medical images with steganography for resource-constrained devices

Sung Wook Baik, Seungmin Rho, Khan Muhammad, 2017, Multimedia Tools and Applications.

Image super-resolution using sparse coding over redundant dictionary based on effective image representations

Sung Wook Baik, Irfan Mehmood, Muhammad Sajjad, 2015, J. Vis. Commun. Image Represent..

Intelligent Embedded Vision for Summarization of Multiview Videos in IIoT

Sung Wook Baik, Javier Del Ser, Tanveer Hussain, 2020, IEEE Transactions on Industrial Informatics.

Genetic Evolution Approach for Target Movement Prediction

Sung Wook Baik, Jerzy W. Bala, Ali Hadjarian, 2004, International Conference on Computational Science.

Batteries State of Health Estimation via Efficient Neural Networks With Multiple Channel Charging Profiles

Sung Wook Baik, Noman Khan, Mi Young Lee, 2021, IEEE Access.

A novel magic LSB substitution method (M-LSB-SM) using multi-level encryption and achromatic component of an image

Sung Wook Baik, Seungmin Rho, Khan Muhammad, 2015, Multimedia Tools and Applications.

Multiview Summarization and Activity Recognition Meet Edge Computing in IoT Environments

Sung Wook Baik, Javier Del Ser, Amir H. Gandomi, 2021, IEEE Internet of Things Journal.

Oversampling Techniques for Bankruptcy Prediction: Novel Features from a Transaction Dataset

Sung Wook Baik, Mi Young Lee, Tuong Le, 2018, Symmetry.

Aerial Photo Image Retrieval Using Adaptive Image Classification

Sung Wook Baik, Ran Baik, Moon Seok Jeong, 2006, KES.

Estimating 3D Object Coordinates from Markerless Scenes

Sung Wook Baik, Seong-Whan Lee, Ki Woon Kwon, 2005, International Conference on Computational Science.

Analysis of interaction trace maps for active authentication on smart devices

Sung Wook Baik, Seungmin Rho, Jamil Ahmad, 2017, Multimedia Tools and Applications.

Anisotropic Diffusion based Brain MRI Segmentation and 3D Reconstruction

Sung Wook Baik, Irfan Mehmood, Naveed Ejaz, 2012, Int. J. Comput. Intell. Syst..

Describing Colors, Textures and Shapes for Content Based Image Retrieval - A Survey pdf

Sung Wook Baik, Seungmin Rho, Jamil Ahmad, 2014, ArXiv.

Action Recognition in Video Sequences using Deep Bi-Directional LSTM With CNN Features

Sung Wook Baik, Jamil Ahmad, Khan Muhammad, 2018, IEEE Access.

Improving Electric Energy Consumption Prediction Using CNN and Bi-LSTM

Sung Wook Baik, Bay Vo, Tuong Le, 2019, Applied Sciences.

SiNC: Saliency-injected neural codes for representation and efficient retrieval of medical radiographs

Sung Wook Baik, Jamil Ahmad, Irfan Mehmood, 2017, PloS one.

Mining erasable itemsets with subset and superset itemset constraints

Witold Pedrycz, Sung Wook Baik, Bay Vo, 2017, Expert Syst. Appl..

Energy-Efficient Deep CNN for Smoke Detection in Foggy IoT Environment

Sung Wook Baik, Shahid Mumtaz, Victor Hugo C. de Albuquerque, 2019, IEEE Internet of Things Journal.

An Agent Based Privacy Preserving Mining for Distributed Databases

Sung Wook Baik, Jerzy W. Bala, Dae Woong Rhee, 2004, CIS.

Multiple Electric Energy Consumption Forecasting Using a Cluster-Based Strategy for Transfer Learning in Smart Building

Sung Wook Baik, Tung Kieu, Eenjun Hwang, 2020, Sensors.

Partially shaded sketch-based image search in real mobile device environments via sketch-oriented compact neural codes

Sung Wook Baik, Arun Kumar Sangaiah, Khan Muhammad, 2018, Journal of Real-Time Image Processing.

Efficient Deep CNN-Based Fire Detection and Localization in Video Surveillance Applications

Sung Wook Baik, Paolo Bellavista, Khan Muhammad, 2019, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

Efficient algorithms for mining top-rank-k erasable patterns using pruning strategies and the subsume concept

Sung Wook Baik, Bay Vo, Tuong Le, 2018, Eng. Appl. Artif. Intell..

Adaptive RBF classifier for object recognition in image sequences

Sung Wook Baik, Peter W. Pachowicz, S. Baik, 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium.

Embedded deep vision in smart cameras for multi-view objects representation and retrieval

Sung Wook Baik, Naveen K. Chilamkurti, Seungmin Rho, 2017, Comput. Electr. Eng..

Towards Efficient Electricity Forecasting in Residential and Commercial Buildings: A Novel Hybrid CNN with a LSTM-AE based Framework

Sung Wook Baik, Zulfiqar Ahmad Khan, Amin Ullah, 2020, Sensors.

Violence Detection Using Spatiotemporal Features with 3D Convolutional Neural Network

Sung Wook Baik, Khan Muhammad, Amin Ullah, 2019, Sensors.

Multi-grade brain tumor classification using deep CNN with extensive data augmentation

Sung Wook Baik, Khan Muhammad, Salman Khan, 2019, J. Comput. Sci..

A Study of OLAP Data Analysis and Visualization Techniques for Cost Management in the Restaurant Industry

Sung Wook Baik, 이미영, 류기상, 2015 .

Medical Image Retrieval with Compact Binary Codes Generated in Frequency Domain Using Highly Reactive Convolutional Features

Sung Wook Baik, Khan Muhammad, Jamil Ahmad, 2018, Journal of Medical Systems.

Detection of 3D perceptual changes in robot navigation using cloud computing

Sung Wook Baik, Jeong Joong Lee, Su Mi Ji, 2012, 2012 International Conference on Cloud Computing and Social Networking (ICCCSN).

Real-Time Strategy Generation System Using Case-Based Reasoning

Sung Wook Baik, Wonil Kim, Chuleui Hong, 2014, 2014 International Symposium on Computer, Consumer and Control.

Basis pursuit denoising-based image superresolution using a redundant set of atoms

Sung Wook Baik, Irfan Mehmood, Muhammad Sajjad, 2016, Signal Image Video Process..

Egocentric visual scene description based on human-object interaction and deep spatial relations among objects

Sung Wook Baik, Irfan Mehmood, Gulraiz Khan, 2018, Multimedia Tools and Applications.

Facial appearance and texture feature-based robust facial expression recognition framework for sentiment knowledge discovery

Sung Wook Baik, Irfan Mehmood, Muhammad Sajjad, 2017, Cluster Computing.

Model modification methodology for adaptive object recognition in a sequence of images

Sung Wook Baik, Peter W. Pachowicz, 1999 .

Convolutional Neural Networks Based Fire Detection in Surveillance Videos

Sung Wook Baik, Khan Muhammad, Seungmin Rho, 2018, IEEE Access.

A New Approach for Construction of Geodemographic Segmentation Model and Prediction Analysis

Sung Wook Baik, Manju Khari, Raghvendra Kumar, 2019, Comput. Intell. Neurosci..

Crop Pests Prediction Method Using Regression and Machine Learning Technology: Survey☆

Sung Wook Baik, Dongil Han, Seong Joon Yoo, 2014 .

Background Modeling Using Color, Disparity, and Motion Information

Sung Wook Baik, Jong Weon Lee, Sung Min Moon, 2005, ACIVS.

Texture feature representation in dynamic environments

Sung Wook Baik, Sung Gook Kim, Kyeong Deok Woo, 2010, 2010 International Conference on High Performance Computing & Simulation.

Conflux LSTMs Network: A Novel Approach for Multi-View Action Recognition

Sung Wook Baik, Tanveer Hussain, Khan Muhammad, 2020, Neurocomputing.

Efficient visual attention driven framework for key frames extraction from hysteroscopy videos

Sung Wook Baik, Khan Muhammad, Mi Young Lee, 2017, Biomed. Signal Process. Control..

Speech Emotion Recognition from Spectrograms with Deep Convolutional Neural Network

Sung Wook Baik, Jamil Ahmad, Abdul Malik Badshah, 2017, 2017 International Conference on Platform Technology and Service (PlatCon).

A Study on Contents Manufacturing System for Massive Contents Production

Sung Wook Baik, Sang Il Park, Oh-Young Song, 2010 .

Secure Surveillance Framework for IoT Systems Using Probabilistic Image Encryption

Sung Wook Baik, Jaime Lloret, Haoxiang Wang, 2018, IEEE Transactions on Industrial Informatics.

Video Stabilization by Detecting Intentional and Unintentional Camera Motions

Sung Wook Baik, Wonil Kim, Soon Il Kwon, 2012, 2012 Third International Conference on Intelligent Systems Modelling and Simulation.

The Design of HD Image Rectification Architecture Using Floating Point IP

Sung Wook Baik, Dongil Han, Seong Joon Yoo, 2014 .

Evaluation of Adaptive NN-RBF Classifier Using Gaussian Mixture Density Estimates

Sung Wook Baik, Peter W. Pachowicz, Sung Mahn Ahn, 2000, Biologically Motivated Computer Vision.

An efficient computerized decision support system for the analysis and 3D visualization of brain tumor

Sung Wook Baik, Arun Kumar Sangaiah, Khan Muhammad, 2018, Multimedia Tools and Applications.

A Naïve Geography Analyst System with Cognitive Support of Imagery Exploitation

Sung Wook Baik, Jerzy W. Bala, Ali Hadjarian, 2004, MICAI.

Visual saliency models for summarization of diagnostic hysteroscopy videos in healthcare systems

Sung Wook Baik, Jamil Ahmad, Khan Muhammad, 2016, SpringerPlus.

ARM-AMO: An efficient association rule mining algorithm based on animal migration optimization

Sung Wook Baik, Manju Khari, Raghavendra Kumar, 2018, Knowl. Based Syst..

The Study on 3D Visualization for OLAP Knowledge/Information

Sung Wook Baik, Cheolwhan Lee, Sung Gook Kim, 2010 .

Ensemble-classifiers-assisted detection of cerebral microbleeds in brain MRI

Muhammad Nadeem Majeed, Syed Muhammad Anwar, Sung Wook Baik, 2018, Comput. Electr. Eng..

A Robust Framework for Self-Care Problem Identification for Children with Disability

Sung Wook Baik, Tuong Le, S. Baik, 2019, Symmetry.

Activity Recognition Using Temporal Optical Flow Convolutional Features and Multilayer LSTM

Sung Wook Baik, Khan Muhammad, Amin Ullah, 2019, IEEE Transactions on Industrial Electronics.

DeepStar: Detecting Starring Characters in Movies

Sung Wook Baik, Khan Muhammad, Amin Ullah, 2019, IEEE Access.

Dual-Level Security based Cyclic18 Steganographic Method and its Application for Secure Transmission of Keyframes during Wireless Capsule Endoscopy

Sung Wook Baik, Khan Muhammad, Muhammad Sajjad, 2016, Journal of Medical Systems.

CNN features with bi-directional LSTM for real-time anomaly detection in surveillance networks

Sung Wook Baik, Muhammad Sajjad, Ijaz Ul Haq, 2020, Multimedia Tools and Applications.

Weighting low level frame difference features for key frame extraction using Fuzzy comprehensive evaluation and indirect feedback relevance mechanism

Sung Wook Baik, Naveed Ejaz, S. Baik, 2011 .

Intelligent Baby Behavior Monitoring using Embedded Vision in IoT for Smart Healthcare Centers

Sung Wook Baik, Khan Muhammad, Mi Young Lee, 2019, Journal of Artificial Intelligence and Systems.

Audio-Visual and EEG-Based Attention Modeling for Extraction of Affective Video Content

Sung Wook Baik, Seungmin Rho, Irfan Mehmood, 2015, 2015 International Conference on Platform Technology and Service.

MRT letter: Visual attention driven framework for hysteroscopy video abstraction

Sung Wook Baik, Irfan Mehmood, Naveed Ejaz, 2013, Microscopy research and technique.

Agent Based Distributed Data Mining

Sung Wook Baik, Jerzy W. Bala, Ju Sang Cho, 2004, PDCAT.

Interactive 3D visualization of soical network data using cloud computing

Sung Wook Baik, Jeong Joong Lee, Su Mi Ji, 2012, 2012 International Conference on Cloud Computing and Social Networking (ICCCSN).

Rotation Invariant Multiple Face-detection Architecture for Smart TV

Sung Wook Baik, Dongil Han, Seong Joon Yoo, 2014 .

Image steganography using uncorrelated color space and its application for security of visual contents in online social networks

Sung Wook Baik, Khan Muhammad, Muhammad Sajjad, 2016, Future Gener. Comput. Syst..

A Study for Calibration Method about Photographing Information by Using a Virtual Camera

Sung Wook Baik, 이미영, 이미영, 2014 .

Video Retrieval System for Meniscal Surgery to Improve Health Care Services

Sung Wook Baik, Irfan Mehmood, Hangbae Chang, 2018, J. Sensors.

Privacy-preserving image retrieval for mobile devices with deep features on the cloud

Sung Wook Baik, Arun Kumar Sangaiah, Khan Muhammad, 2018, Comput. Commun..

Generalized parallelization methodology for heterogeneous HPC platforms

Heeseung Jo, Sung Wook Baik, Myungho Lee, 2012, 2012 International Conference on Cloud Computing and Social Networking (ICCCSN).

Personalized Movie Summarization Using Deep CNN-Assisted Facial Expression Recognition

Sung Wook Baik, Mi Young Lee, Amin Ullah, 2019, Complex..

Cover the Violence: A Novel Deep-Learning-Based Approach Towards Violence-Detection in Movies

Sung Wook Baik, Seungmin Rho, Samee Ullah Khan, 2019, Applied Sciences.

Image steganography for authenticity of visual contents in social networks

Sung Wook Baik, Seungmin Rho, Khan Muhammad, 2017, Multimedia Tools and Applications.

An Efficient Deep Learning Framework for Intelligent Energy Management in IoT Networks

Sung Wook Baik, Jaime Lloret, Tanveer Hussain, 2021, IEEE Internet of Things Journal.

A Route Optimized Distributed IP-Based Mobility Management Protocol for Seamless Handoff across Wireless Mesh Networks

Sung Wook Baik, Khan Muhammad, Irfan Mehmood, 2018, Mob. Networks Appl..

Object-oriented convolutional features for fine-grained image retrieval in large surveillance datasets

Sung Wook Baik, Khan Muhammad, Sambit Bakshi, 2018, Future Gener. Comput. Syst..

Towards Efficient Building Designing: Heating and Cooling Load Prediction via Multi-Output Model

Sung Wook Baik, Samee Ullah Khan, Muhammad Sajjad, 2020, Sensors.

Adaptive object recognition based on the radial basis function paradigm

Sung Wook Baik, Peter W. Pachowicz, 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

Mobile-Cloud Assisted Video Summarization Framework for Efficient Management of Remote Sensing Data Generated by Wireless Capsule Sensors

Sung Wook Baik, Irfan Mehmood, Muhammad Sajjad, 2014, Sensors.

Moving Target Prediction Using Evolutionary Algorithms

Sung Wook Baik, Jerzy W. Bala, Ali Hadjarian, 2005, Canadian Conference on AI.

Prioritization of brain MRI volumes using medical image perception model and tumor region segmentation

Sung Wook Baik, Irfan Mehmood, Naveed Ejaz, 2013, Comput. Biol. Medicine.

Integrating salient colors with rotational invariant texture features for image representation in retrieval systems

Sung Wook Baik, Seungmin Rho, Jamil Ahmad, 2018, Multimedia Tools and Applications.

A Cluster-Based Boosting Algorithm for Bankruptcy Prediction in a Highly Imbalanced Dataset

Sung Wook Baik, Mi Young Lee, Le Hoang Son, 2018, Symmetry.

Action recognition using optimized deep autoencoder and CNN for surveillance data streams of non-stationary environments

Sung Wook Baik, Khan Muhammad, Amin Ullah, 2019, Future Gener. Comput. Syst..

Mobile edge computing based QoS optimization in medical healthcare applications

Sung Wook Baik, Arun Kumar Sangaiah, Ali Hassan Sodhro, 2019, Int. J. Inf. Manag..

Evaluating the Suitability of Color Spaces for Image Steganography and Its Application in Wireless Capsule Endoscopy

Sung Wook Baik, Seungmin Rho, Jamil Ahmad, 2016, 2016 International Conference on Platform Technology and Service (PlatCon).

Movie scene segmentation using object detection and set theory

Sung Wook Baik, Khan Muhammad, Mi Young Lee, 2019, Int. J. Distributed Sens. Networks.

Leukocytes Classification and Segmentation in Microscopic Blood Smear: A Resource-Aware Healthcare Service in Smart Cities

Sung Wook Baik, Seungmin Rho, Jin Tae Kwak, 2017, IEEE Access.

A Robust Localization Method for Mobile Robots Based on Ceiling Landmarks

Sung Wook Baik, Seungbin Moon, Sung Mahn Ahn, 2007, MDAI.

Video summarization using a network of radial basis functions

Sung Wook Baik, Naveed Ejaz, 2012, Multimedia Systems.

Distributed Data Mining System Based on Multi-agent Communication Mechanism

Sung Wook Baik, Jerzy W. Bala, Sung Gook Kim, 2010, KES-AMSTA.

Digital image super-resolution using adaptive interpolation based on Gaussian function

Sung Wook Baik, Irfan Mehmood, Naveed Ejaz, 2015, Multimedia Tools and Applications.

Feature selection in a machine learning system for texture classification

Sung Wook Baik, Jerzy Bala, S. Baik, 1998, Defense, Security, and Sensing.

A fast and accurate approach for bankruptcy forecasting using squared logistics loss with GPU-based extreme gradient boosting

Ngoc Thanh Nguyen, Sung Wook Baik, Hamido Fujita, 2019, Inf. Sci..

Efficient visual attention based framework for extracting key frames from videos

Sung Wook Baik, Irfan Mehmood, Naveed Ejaz, 2013, Signal Process. Image Commun..

Neural Network Based Adult Image Classification

Sung Wook Baik, Wonil Kim, Han-Ku Lee, 2005, ICANN.

Multi-scale local structure patterns histogram for describing visual contents in social image retrieval systems

Sung Wook Baik, Seungmin Rho, Jamil Ahmad, 2016, Multimedia Tools and Applications.

Bagging Ensemble of Multilayer Perceptrons for Missing Electricity Consumption Data Imputation

Sung Wook Baik, Seungwon Jung, Eenjun Hwang, 2020, Sensors.

Efficient CNN based summarization of surveillance videos for resource-constrained devices

Sung Wook Baik, Tanveer Hussain, Khan Muhammad, 2020, Pattern Recognit. Lett..

Real Time Distributed Content Rendering Technique Based on Agent-mediator Communication Framework for Multi-display Systems

Sung Wook Baik, Yun Jang, Wonil Kim, 2014 .

Machine learning-assisted signature and heuristic-based detection of malwares in Android devices

Sung Wook Baik, Zhihan Lv, Khan Muhammad, 2017, Comput. Electr. Eng..

A Decision Tree Algorithm for Distributed Data Mining: Towards Network Intrusion Detection

Sung Wook Baik, Jerzy W. Bala, S. Baik, 2004, ICCSA.

Video summarization based tele-endoscopy: a service to efficiently manage visual data generated during wireless capsule endoscopy procedure

Sung Wook Baik, Irfan Mehmood, Muhammad Sajjad, 2014, Journal of Medical Systems.

Multi-scale contrast and relative motion-based key frame extraction

Sung Wook Baik, Irfan Mehmood, Hangbae Chang, 2018, EURASIP J. Image Video Process..

Atrous Convolutions and Residual GRU Based Architecture for Matching Power Demand with Supply

Sung Wook Baik, Ijaz Ul Haq, Mi Young Lee, 2021, Sensors.

QuickLook: Movie summarization using scene-based leading characters with psychological cues fusion

Sung Wook Baik, Javier Del Ser, Khan Muhammad, 2021, Inf. Fusion.

An intelligent system for complex violence pattern analysis and detection

Sung Wook Baik, Mohammad S. Obaidat, Amin Ullah, 2021, Int. J. Intell. Syst..

An Efficient Anomaly Recognition Framework Using an Attention Residual LSTM in Surveillance Videos

Sung Wook Baik, Tanveer Hussain, Amin Ullah, 2021, Sensors.

Densely Deformable Efficient Salient Object Detection Network pdf

Sung Wook Baik, Khan Muhammad, Tanveer Hussain, 2021, ArXiv.

Sequential Learning-Based Energy Consumption Prediction Model for Residential and Commercial Sectors

Sung Wook Baik, Seungmin Rho, Samee Ullah Khan, 2021, Mathematics.

DB-Net: A novel dilated CNN based multi-step forecasting model for power consumption in integrated local energy systems

Sung Wook Baik, Seungmin Rho, Ijaz Ul Haq, 2021 .

AI-Assisted Edge Vision for Violence Detection in IoT-Based Industrial Surveillance Networks

Sung Wook Baik, Ali Asghar Heidari, Ijaz Ul Haq, 2022, IEEE Transactions on Industrial Informatics.

Efficient activity recognition using lightweight CNN and DS-GRU network for surveillance applications

Sung Wook Baik, Weiping Ding, Vasile Palade, 2021, Appl. Soft Comput..

A Comparative Analysis of Efficient CNN-based Brain Tumor Classification Models

Sung Wook Baik, Khan Muhammad, Tanveer Hussain, 2021, Generalization with Deep Learning.

Deep-ReID: deep features and autoencoder assisted image patching strategy for person re-identification in smart cities surveillance

Sung Wook Baik, Samee Ullah Khan, Tanveer Hussain, 2021 .

Smart and intelligent energy monitoring systems: A comprehensive literature survey and future research guidelines

Sung Wook Baik, Seungmin Rho, Khan Muhammad, 2021, International Journal of Energy Research.

Diving Deep into Short-Term Electricity Load Forecasting: Comparative Analysis and a Novel Framework

Sung Wook Baik, Tanveer Hussain, Noman Khan, 2021, Mathematics.

Secure Visual Content Labelling for Personalized Image Retrieval

Sung Wook Baik, Khan Muhammad, Irfan Mehmood, 2015 .

Use of Neural Network and Genetic Algorithm to Model Scanning Electron Microscopy for Enhanced Image of Material Surfaces

Sung Wook Baik, Byungwhan Kim, Dong Hwan Kim, 2011 .