Sung Wook Baik
Orcid: 0000-0002-6678-7788Affiliations:
- Sejong University, Seoul, South Korea
According to our database1,
Sung Wook Baik
authored at least 193 papers
between 1999 and 2024.
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Bibliography
2024
Cogn. Comput., September, 2024
IEEE Trans. Ind. Informatics, April, 2024
Expert Syst. Appl., March, 2024
Deep-ReID: deep features and autoencoder assisted image patching strategy for person re-identification in smart cities surveillance.
Multim. Tools Appl., February, 2024
AI-driven behavior biometrics framework for robust human activity recognition in surveillance systems.
Eng. Appl. Artif. Intell., January, 2024
Contextual visual and motion salient fusion framework for action recognition in dark environments.
Knowl. Based Syst., 2024
Industrial defective chips detection using deep convolutional neural network with inverse feature matching mechanism.
J. Comput. Des. Eng., 2024
An efficient deep learning architecture for effective fire detection in smart surveillance.
Image Vis. Comput., 2024
Human centric attention with deep multiscale feature fusion framework for activity recognition in Internet of Medical Things.
Inf. Fusion, 2024
A modified vision transformer architecture with scratch learning capabilities for effective fire detection.
Expert Syst. Appl., 2024
Expert Syst. Appl., 2024
Eng. Appl. Artif. Intell., 2024
Comput. Syst. Sci. Eng., 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the IEEE International Conference on Advanced Video and Signal Based Surveillance, 2024
2023
Expert Syst. Appl., November, 2023
Expert Syst. Appl., November, 2023
IEEE Trans. Ind. Informatics, July, 2023
Visual Appearance and Soft Biometrics Fusion for Person Re-Identification Using Deep Learning.
IEEE J. Sel. Top. Signal Process., May, 2023
Vision transformer attention with multi-reservoir echo state network for anomaly recognition.
Inf. Process. Manag., May, 2023
IEEE Internet Things J., 2023
IEEE Internet Things J., 2023
Int. J. Intell. Syst., 2023
Eng. Appl. Artif. Intell., 2023
ACM Comput. Surv., 2023
CT-NET: A Novel Convolutional Transformer-Based Network for Short-Term Solar Energy Forecasting Using Climatic Information.
Comput. Syst. Sci. Eng., 2023
2022
Int. J. Intell. Syst., December, 2022
PMAL: A Proxy Model Active Learning Approach for Vision Based Industrial Applications.
ACM Trans. Multim. Comput. Commun. Appl., 2022
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
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
Knowl. Based Syst., 2022
Enabling automation and edge intelligence over resource constraint IoT devices for smart home.
Neurocomputing, 2022
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
Complex., 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
2021
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
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
Neurocomputing, 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
Proceedings of the Generalization with Deep Learning: For Improvement on Sensing Capability, 2021
2020
IEEE Trans. Ind. Informatics, 2020
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
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
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
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
2019
Efficient Deep CNN-Based Fire Detection and Localization in Video Surveillance Applications.
IEEE Trans. Syst. Man Cybern. Syst., 2019
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
Pattern Recognit. Lett., 2019
An efficient computerized decision support system for the analysis and 3D visualization of brain tumor.
Multim. Tools Appl., 2019
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
IEEE Internet Things J., 2019
Int. J. Inf. Manag., 2019
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
Appl. Intell., 2019
Kernel Context Recommender System (KCR): A Scalable Context-Aware Recommender System Algorithm.
IEEE Access, 2019
2018
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
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
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
Comput. Electr. Eng., 2018
Action Recognition in Video Sequences using Deep Bi-Directional LSTM With CNN Features.
IEEE Access, 2018
IEEE Access, 2018
2017
Mobile-cloud assisted framework for selective encryption of medical images with steganography for resource-constrained devices.
Multim. Tools Appl., 2017
Multim. Tools Appl., 2017
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
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
2016
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
CoRR, 2016
2015
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
Inf. Fusion, 2015
CoRR, 2015
CoRR, 2015
Proceedings of the 18th International Conference on Network-Based Information Systems, 2015
2014
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
Multim. Tools Appl., 2014
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
Comput. Electr. Eng., 2014
2013
Signal Process. Image Commun., 2013
Prioritization of brain MRI volumes using medical image perception model and tumor region segmentation.
Comput. Biol. Medicine, 2013
2012
Adaptive key frame extraction for video summarization using an aggregation mechanism.
J. Vis. Commun. Image Represent., 2012
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
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
Proceedings of the International Conference on IT Convergence and Security, 2012
2011
Neural network modeling of inter-characteristics of silicon nitride film deposited by using a plasma-enhanced chemical vapor deposition.
Expert Syst. Appl., 2011
Proceedings of the International Conference on Computational Science and Its Applications, 2011
Proceedings of the Artificial Intelligence and Computational Intelligence, 2011
Proceedings of the Artificial Intelligence and Computational Intelligence, 2011
2010
Immersive modeling system (IMMS) for personal electronic products using a multi-modal interface.
Comput. Aided Des., 2010
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2010
Proceedings of the 2010 International Conference on High Performance Computing & Simulation, 2010
2007
Proceedings of the Modeling Decisions for Artificial Intelligence, 2007
2006
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006
2005
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005
Proceedings of the Advances in Intelligent Computing, 2005
Proceedings of the Computational Science, 2005
Proceedings of the Computational Science, 2005
Proceedings of the Computational Science, 2005
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005
Proceedings of the Advances in Artificial Intelligence, 2005
Proceedings of the Advances in Artificial Intelligence, 2005
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2005
2004
Proceedings of the Parallel and Distributed Computing: Applications and Technologies, 2004
Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004
Proceedings of the Combinatorial Image Analysis, 10th InternationalWorkshop, 2004
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
Proceedings of the Computational Science, 2004
Proceedings of the Computational and Information Science, First International Symposium, 2004
Proceedings of the Computational and Information Science, First International Symposium, 2004
Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004
Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004
2003
Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003
2002
IEEE Trans. Syst. Man Cybern. Part A, 2002
Proceedings of the First International Joint Conference on Autonomous Agents & Multiagent Systems, 2002
2000
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
Proceedings of the Biologically Motivated Computer Vision, 2000
1999
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the International Joint Conference Neural Networks, 1999