Sung Wook Baik

  • Sejong University, Seoul, South Korea

According to our database1, Sung Wook Baik authored at least 165 papers between 1999 and 2022.

Collaborative distances:



In proceedings 
PhD thesis 


Online presence:



Optimized Dual Fire Attention Network and Medium-Scale Fire Classification Benchmark.
IEEE Trans. Image Process., 2022

AI-Assisted Edge Vision for Violence Detection in IoT-Based Industrial Surveillance Networks.
IEEE Trans. Ind. Informatics, 2022

A Multi-Stream Sequence Learning Framework for Human Interaction Recognition.
IEEE Trans. Hum. Mach. Syst., 2022

Clustering Feature Constraint Multiscale Attention Network for Shadow Extraction From Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Damaged Building Detection From Post-Earthquake Remote Sensing Imagery Considering Heterogeneity Characteristics.
IEEE Trans. Geosci. Remote. Sens., 2022

Intelligent dual stream CNN and echo state network for anomaly detection.
Knowl. Based Syst., 2022

Enabling automation and edge intelligence over resource constraint IoT devices for smart home.
Neurocomputing, 2022

Learning to rank: An intelligent system for person reidentification.
Int. J. Intell. Syst., 2022

Artificial Intelligence of Things-assisted two-stream neural network for anomaly detection in surveillance Big Video Data.
Future Gener. Comput. Syst., 2022

Deep Learning-Assisted Short-Term Power Load Forecasting Using Deep Convolutional LSTM and Stacked GRU.
Complex., 2022

A Hybrid Deep Learning-Based Network for Photovoltaic Power Forecasting.
Complex., 2022

Pyramidal Attention for Saliency Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

An Efficient Anomaly Recognition Framework Using an Attention Residual LSTM in Surveillance Videos.
Sensors, 2021

Atrous Convolutions and Residual GRU Based Architecture for Matching Power Demand with Supply.
Sensors, 2021

A comprehensive survey of multi-view video summarization.
Pattern Recognit., 2021

CNN features with bi-directional LSTM for real-time anomaly detection in surveillance networks.
Multim. Tools Appl., 2021

SD-Net: Understanding overcrowded scenes in real-time via an efficient dilated convolutional neural network.
J. Real Time Image Process., 2021

Multiview Summarization and Activity Recognition Meet Edge Computing in IoT Environments.
IEEE Internet Things J., 2021

An Efficient Deep Learning Framework for Intelligent Energy Management in IoT Networks.
IEEE Internet Things J., 2021

QuickLook: Movie summarization using scene-based leading characters with psychological cues fusion.
Inf. Fusion, 2021

Conflux LSTMs Network: A Novel Approach for Multi-View Action Recognition.
Neurocomputing, 2021

Densely Deformable Efficient Salient Object Detection Network.
CoRR, 2021

Vision Sensor-Based Real-Time Fire Detection in Resource-Constrained IoT Environments.
Comput. Intell. Neurosci., 2021

Efficient activity recognition using lightweight CNN and DS-GRU network for surveillance applications.
Appl. Soft Comput., 2021

Batteries State of Health Estimation via Efficient Neural Networks With Multiple Channel Charging Profiles.
IEEE Access, 2021

A Comparative Analysis of Efficient CNN-based Brain Tumor Classification Models.
Proceedings of the Generalization with Deep Learning: For Improvement on Sensing Capability, 2021

Cloud-Assisted Multiview Video Summarization Using CNN and Bidirectional LSTM.
IEEE Trans. Ind. Informatics, 2020

Intelligent Embedded Vision for Summarization of Multiview Videos in IIoT.
IEEE Trans. Ind. Informatics, 2020

Deep Learning Assisted Buildings Energy Consumption Profiling Using Smart Meter Data.
Sensors, 2020

Towards Efficient Building Designing: Heating and Cooling Load Prediction via Multi-Output Model.
Sensors, 2020

Multiple Electric Energy Consumption Forecasting Using a Cluster-Based Strategy for Transfer Learning in Smart Building.
Sensors, 2020

Towards Efficient Electricity Forecasting in Residential and Commercial Buildings: A Novel Hybrid CNN with a LSTM-AE based Framework.
Sensors, 2020

Bagging Ensemble of Multilayer Perceptrons for Missing Electricity Consumption Data Imputation.
Sensors, 2020

Efficient CNN based summarization of surveillance videos for resource-constrained devices.
Pattern Recognit. Lett., 2020

Egocentric visual scene description based on human-object interaction and deep spatial relations among objects.
Multim. Tools Appl., 2020

Raspberry Pi assisted face recognition framework for enhanced law-enforcement services in smart cities.
Future Gener. Comput. Syst., 2020

Mining top-k frequent patterns from uncertain databases.
Appl. Intell., 2020

Short-Term Prediction of Residential Power Energy Consumption via CNN and Multi-Layer Bi-Directional LSTM Networks.
IEEE Access, 2020

Event-Oriented 3D Convolutional Features Selection and Hash Codes Generation Using PCA for Video Retrieval.
IEEE Access, 2020

A Novel CNN-GRU-Based Hybrid Approach for Short-Term Residential Load Forecasting.
IEEE Access, 2020

An Adaptive Filtering Technique for Segmentation of Tuberculosis in Microscopic Images.
Proceedings of the NLPIR 2020: 4th International Conference on Natural Language Processing and Information Retrieval, 2020

One-Shot Learning for Surveillance Anomaly Recognition using Siamese 3D CNN.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Efficient Deep CNN-Based Fire Detection and Localization in Video Surveillance Applications.
IEEE Trans. Syst. Man Cybern. Syst., 2019

Efficient Fire Detection for Uncertain Surveillance Environment.
IEEE Trans. Ind. Informatics, 2019

Activity Recognition Using Temporal Optical Flow Convolutional Features and Multilayer LSTM.
IEEE Trans. Ind. Electron., 2019

A Robust Framework for Self-Care Problem Identification for Children with Disability.
Symmetry, 2019

Violence Detection Using Spatiotemporal Features with 3D Convolutional Neural Network.
Sensors, 2019

CNN-based anti-spoofing two-tier multi-factor authentication system.
Pattern Recognit. Lett., 2019

An efficient computerized decision support system for the analysis and 3D visualization of brain tumor.
Multim. Tools Appl., 2019

Deep features-based speech emotion recognition for smart affective services.
Multim. Tools Appl., 2019

Partially shaded sketch-based image search in real mobile device environments via sketch-oriented compact neural codes.
J. Real Time Image Process., 2019

Multi-grade brain tumor classification using deep CNN with extensive data augmentation.
J. Comput. Sci., 2019

Raspberry Pi assisted facial expression recognition framework for smart security in law-enforcement services.
Inf. Sci., 2019

A fast and accurate approach for bankruptcy forecasting using squared logistics loss with GPU-based extreme gradient boosting.
Inf. Sci., 2019

Energy-Efficient Deep CNN for Smoke Detection in Foggy IoT Environment.
IEEE Internet Things J., 2019

Mobile edge computing based QoS optimization in medical healthcare applications.
Int. J. Inf. Manag., 2019

Movie scene segmentation using object detection and set theory.
Int. J. Distributed Sens. Networks, 2019

Action recognition using optimized deep autoencoder and CNN for surveillance data streams of non-stationary environments.
Future Gener. Comput. Syst., 2019

A Hybrid Approach Using Oversampling Technique and Cost-Sensitive Learning for Bankruptcy Prediction.
Complex., 2019

Personalized Movie Summarization Using Deep CNN-Assisted Facial Expression Recognition.
Complex., 2019

Intelligent and Energy-Efficient Data Prioritization in Green Smart Cities: Current Challenges and Future Directions.
IEEE Commun. Mag., 2019

A New Approach for Construction of Geodemographic Segmentation Model and Prediction Analysis.
Comput. Intell. Neurosci., 2019

SPPC: a new tree structure for mining erasable patterns in data streams.
Appl. Intell., 2019

Kernel Context Recommender System (KCR): A Scalable Context-Aware Recommender System Algorithm.
IEEE Access, 2019

DeepStar: Detecting Starring Characters in Movies.
IEEE Access, 2019

Secure Surveillance Framework for IoT Systems Using Probabilistic Image Encryption.
IEEE Trans. Ind. Informatics, 2018

Efficient Conversion of Deep Features to Compact Binary Codes Using Fourier Decomposition for Multimedia Big Data.
IEEE Trans. Ind. Informatics, 2018

A Cluster-Based Boosting Algorithm for Bankruptcy Prediction in a Highly Imbalanced Dataset.
Symmetry, 2018

Oversampling Techniques for Bankruptcy Prediction: Novel Features from a Transaction Dataset.
Symmetry, 2018

Integrating salient colors with rotational invariant texture features for image representation in retrieval systems.
Multim. Tools Appl., 2018

Determining speaker attributes from stress-affected speech in emergency situations with hybrid SVM-DNN architecture.
Multim. Tools Appl., 2018

A Route Optimized Distributed IP-Based Mobility Management Protocol for Seamless Handoff across Wireless Mesh Networks.
Mob. Networks Appl., 2018

ARM-AMO: An efficient association rule mining algorithm based on animal migration optimization.
Knowl. Based Syst., 2018

Video Retrieval System for Meniscal Surgery to Improve Health Care Services.
J. Sensors, 2018

Medical Image Retrieval with Compact Binary Codes Generated in Frequency Domain Using Highly Reactive Convolutional Features.
J. Medical Syst., 2018

Early fire detection using convolutional neural networks during surveillance for effective disaster management.
Neurocomputing, 2018

Image steganography using uncorrelated color space and its application for security of visual contents in online social networks.
Future Gener. Comput. Syst., 2018

Object-oriented convolutional features for fine-grained image retrieval in large surveillance datasets.
Future Gener. Comput. Syst., 2018

Multi-scale contrast and relative motion-based key frame extraction.
EURASIP J. Image Video Process., 2018

Efficient algorithms for mining top-rank-k erasable patterns using pruning strategies and the subsume concept.
Eng. Appl. Artif. Intell., 2018

Privacy-preserving image retrieval for mobile devices with deep features on the cloud.
Comput. Commun., 2018

Facial appearance and texture feature-based robust facial expression recognition framework for sentiment knowledge discovery.
Clust. Comput., 2018

Machine learning-assisted signature and heuristic-based detection of malwares in Android devices.
Comput. Electr. Eng., 2018

Ensemble-classifiers-assisted detection of cerebral microbleeds in brain MRI.
Comput. Electr. Eng., 2018

Action Recognition in Video Sequences using Deep Bi-Directional LSTM With CNN Features.
IEEE Access, 2018

Convolutional Neural Networks Based Fire Detection in Surveillance Videos.
IEEE Access, 2018

Mobile-cloud assisted framework for selective encryption of medical images with steganography for resource-constrained devices.
Multim. Tools Appl., 2017

Image steganography for authenticity of visual contents in social networks.
Multim. Tools Appl., 2017

Analysis of interaction trace maps for active authentication on smart devices.
Multim. Tools Appl., 2017

Efficient object-based surveillance image search using spatial pooling of convolutional features.
J. Vis. Commun. Image Represent., 2017

Saliency-weighted graphs for efficient visual content description and their applications in real-time image retrieval systems.
J. Real Time Image Process., 2017

Endoscopic Image Classification and Retrieval using Clustered Convolutional Features.
J. Medical Syst., 2017

Mining erasable itemsets with subset and superset itemset constraints.
Expert Syst. Appl., 2017

Embedded deep vision in smart cameras for multi-view objects representation and retrieval.
Comput. Electr. Eng., 2017

Efficient visual attention driven framework for key frames extraction from hysteroscopy videos.
Biomed. Signal Process. Control., 2017

Leukocytes Classification and Segmentation in Microscopic Blood Smear: A Resource-Aware Healthcare Service in Smart Cities.
IEEE Access, 2017

Basis pursuit denoising-based image superresolution using a redundant set of atoms.
Signal Image Video Process., 2016

A novel magic LSB substitution method (M-LSB-SM) using multi-level encryption and achromatic component of an image.
Multim. Tools Appl., 2016

Multi-scale local structure patterns histogram for describing visual contents in social image retrieval systems.
Multim. Tools Appl., 2016

Dual-Level Security based Cyclic18 Steganographic Method and its Application for Secure Transmission of Keyframes during Wireless Capsule Endoscopy.
J. Medical Syst., 2016

Divide-and-conquer based summarization framework for extracting affective video content.
Neurocomputing, 2016

Divide-and-Conquer based Ensemble to Spot Emotions in Speech using MFCC and Random Forest.
CoRR, 2016

Gender Identification using MFCC for Telephone Applications - A Comparative Study.
CoRR, 2016

Digital image super-resolution using adaptive interpolation based on Gaussian function.
Multim. Tools Appl., 2015

Image super-resolution using sparse coding over redundant dictionary based on effective image representations.
J. Vis. Commun. Image Represent., 2015

A Secure Method for Color Image Steganography using Gray-Level Modification and Multi-level Encryption.
KSII Trans. Internet Inf. Syst., 2015

Saliency-directed prioritization of visual data in wireless surveillance networks.
Inf. Fusion, 2015

Ontology-based Secure Retrieval of Semantically Significant Visual Contents.
CoRR, 2015

Describing Colors, Textures and Shapes for Content Based Image Retrieval - A Survey.
CoRR, 2015

SSH: Salient Structures Histogram for Content Based Image Retrieval.
Proceedings of the 18th International Conference on Network-Based Information Systems, 2015

Sparse Representations-Based Super-Resolution of Key-Frames Extracted from Frames-Sequences Generated by a Visual Sensor Network.
Sensors, 2014

Mobile-Cloud Assisted Video Summarization Framework for Efficient Management of Remote Sensing Data Generated by Wireless Capsule Sensors.
Sensors, 2014

Multi-kernel based adaptive interpolation for image super-resolution.
Multim. Tools Appl., 2014

Adaptive image data hiding using transformation and error replacement.
Multim. Tools Appl., 2014

Erratum to: Video Summarization Based Tele-endoscopy: A Service to Efficiently Manage Visual Data Generated During Wireless Capsule Endoscopy Procedure.
J. Medical Syst., 2014

Video summarization based tele-endoscopy: a service to efficiently manage visual data generated during wireless capsule endoscopy procedure.
J. Medical Syst., 2014

Feature aggregation based visual attention model for video summarization.
Comput. Electr. Eng., 2014

Efficient visual attention based framework for extracting key frames from videos.
Signal Process. Image Commun., 2013

Prioritization of brain MRI volumes using medical image perception model and tumor region segmentation.
Comput. Biol. Medicine, 2013

Video summarization using a network of radial basis functions.
Multim. Syst., 2012

Adaptive key frame extraction for video summarization using an aggregation mechanism.
J. Vis. Commun. Image Represent., 2012

Anisotropic Diffusion based Brain MRI Segmentation and 3D Reconstruction.
Int. J. Comput. Intell. Syst., 2012

Multi-scale Information Maximization Based Visual Attention Modeling for Video Summarization.
Proceedings of the Sixth International Conference on Next Generation Mobile Applications, 2012

Digital Image Magnification Using Gaussian-Edge Directed Interpolation.
Proceedings of the International Conference on IT Convergence and Security, 2012

Automatic Segmentation of Region of Interests in MR Images Using Saliency Information and Active Contours.
Proceedings of the International Conference on IT Convergence and Security, 2012

Feature Reduction and Noise Removal in SURF Framework for Efficient Object Recognition in Images.
Proceedings of the International Conference on IT Convergence and Security, 2012

Smart Desk: A Single Interface Based File Sharing System.
Proceedings of the International Conference on IT Convergence and Security, 2012

Neural network modeling of inter-characteristics of silicon nitride film deposited by using a plasma-enhanced chemical vapor deposition.
Expert Syst. Appl., 2011

A Study on the Generation of OLAP Data Cube Based on 3D Visualization Interaction.
Proceedings of the International Conference on Computational Science and Its Applications, 2011

IGC: An Image Genre Classification System.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2011

A Cartoon Image Classification System Using MPEG-7 Descriptors.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2011

Immersive modeling system (IMMS) for personal electronic products using a multi-modal interface.
Comput. Aided Des., 2010

Distributed Data Mining System Based on Multi-agent Communication Mechanism.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2010

Texture feature representation in dynamic environments.
Proceedings of the 2010 International Conference on High Performance Computing & Simulation, 2010

A Robust Localization Method for Mobile Robots Based on Ceiling Landmarks.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2007

Aerial Photo Image Retrieval Using Adaptive Image Classification.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

Aerial Photograph Image Retrieval Using the MPEG-7 Texture Descriptors.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Distributed Visual Interfaces for Collaborative Exploration of Data Spaces.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Minimal RBF Networks by Gaussian Mixture Model.
Proceedings of the Advances in Intelligent Computing, 2005

Estimating 3D Object Coordinates from Markerless Scenes.
Proceedings of the Computational Science, 2005

Implementation of a Distributed Data Mining System.
Proceedings of the Computational Science, 2005

Visualization for Genetic Evolution of Target Movement in Battle Fields.
Proceedings of the Computational Science, 2005

Neural Network Based Adult Image Classification.
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

Performance Evaluation of an Agent Based Distributed Data Mining System.
Proceedings of the Advances in Artificial Intelligence, 2005

Moving Target Prediction Using Evolutionary Algorithms.
Proceedings of the Advances in Artificial Intelligence, 2005

Background Modeling Using Color, Disparity, and Motion Information.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2005

Agent Based Distributed Data Mining.
Proceedings of the Parallel and Distributed Computing: Applications and Technologies, 2004

A Naïve Geography Analyst System with Cognitive Support of Imagery Exploitation.
Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004

Texture Feature Extraction and Selection for Classification of Images in a Sequence.
Proceedings of the Combinatorial Image Analysis, 10th InternationalWorkshop, 2004

Visualizing Predictive Models in Decision Tree Generation.
Proceedings of the Computational Science and Its Applications, 2004

A Decision Tree Algorithm for Distributed Data Mining: Towards Network Intrusion Detection.
Proceedings of the Computational Science and Its Applications, 2004

Adaptive Texture Recognition in Image Sequences with Prediction through Features Interpolation.
Proceedings of the Computational Science and Its Applications, 2004

Genetic Evolution Approach for Target Movement Prediction.
Proceedings of the Computational Science, 2004

An Agent Based Privacy Preserving Mining for Distributed Databases.
Proceedings of the Computational and Information Science, First International Symposium, 2004

A Design and Analysis of Circulant Preconditioners.
Proceedings of the Computational and Information Science, First International Symposium, 2004

Adaptive Object Recognition with Image Feature Interpolation.
Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004

Adaptive Image Classification for Aerial Photo Image Retrieval.
Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004

Adaptive Segmentation of Remote-Sensing Images for Aerial Surveillance.
Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003

Online model modification for adaptive texture recognition in image sequences.
IEEE Trans. Syst. Man Cybern. Part A, 2002

Application of a distributed data mining approach to network intrusion detection.
Proceedings of the First International Joint Conference on Autonomous Agents & Multiagent Systems, 2002

Adaptive RBF Classifier for Object Recognition in Image Sequences.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

On-Line Model Modification for Adaptive Object Recognition.
Proceedings of the ECAI 2000, 2000

Evaluation of Adaptive NN-RBF Classifier Using Gaussian Mixture Density Estimates.
Proceedings of the Biologically Motivated Computer Vision, 2000

Adaptive object recognition based on the radial basis function paradigm.
Proceedings of the International Joint Conference Neural Networks, 1999

A cluster analysis based on a regularization method.
Proceedings of the International Joint Conference Neural Networks, 1999