Sung Wook Baik

197 papers A 1B 6C 4Misc 2Journal 163Unranked 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
Class-incremental learning network for real-time anomaly recognition in surveillance environments.
Pattern Recognit.
Adnan Hussain, Waseem Ullah, Noman Khan, Zulfiqar Ahmad Khan, Hikmat Yar, Sung Wook Baik
2026 J jnl
Deep hybrid network with additive attention for accurate population forecasting.
Soft Comput.
Hikmat Yar, Adnan Hussain, Zulfiqar Ahmad Khan, Min Je Kim, Sung Wook Baik
2026 J jnl
Pseudo-labeling driven refinement of benchmark object detection datasets via analysis of learning patterns.
Neurocomputing
Min Je Kim, Muhammad Munsif, Altaf Hussain, Hikmat Yar, Sung Wook Baik
2026 J jnl
Quality over quantity: a data-centric survey of annotation errors in object detection datasets.
Artif. Intell. Rev.
Adnan Hussain, Kaleem Ullah, Muhammad Afaq, Muhammad Munsif, Altaf Hussain, Sung Wook Baik
2025 J jnl
Action understanding in low-light and pitch-dark conditions: A comprehensive survey.
Eng. Appl. Artif. Intell.
Muhammad Munsif, Samee Ullah Khan, Noman Khan, Altaf Hussain, Sung Wook Baik
2025 J jnl
Big Data Analysis for Industrial Activity Recognition Using Attention-Inspired Sequential Temporal Convolution Network.
IEEE Trans. Big Data
Altaf Hussain, Tanveer Hussain, Waseem Ullah, Samee Ullah Khan, Min Je Kim, Khan Muhammad, Javier Del Ser, Sung Wook Baik
2025 J jnl
Dual stream deep attention networks for annual population projection.
Pattern Anal. Appl.
Adnan Hussain, Hikmat Yar, Noman Khan, Zulfiqar Ahmad Khan, Min Je Kim, Sung Wook Baik
2025 J jnl
EFNet-CSM: EfficientNet with a modified attention mechanism for effective fire detection.
Knowl. Based Syst.
Hikmat Yar, Fath U Min Ullah, Zulfiqar Ahmad Khan, Min Je Kim, Sung Wook Baik
2025 J jnl
Edge-assisted framework for instant anomaly detection and cloud-based anomaly recognition in smart surveillance.
Eng. Appl. Artif. Intell.
Adnan Hussain, Noman Khan, Zulfiqar Ahmad Khan, Hikmat Yar, Sung Wook Baik
2025 J jnl
Hierarchical attention-based framework for enhanced prediction and optimization of organic and inorganic material synthesis.
Adv. Eng. Informatics
Muhammad Munsif, Altaf Hussain, Zulfiqar Ahmad Khan, Min Je Kim, Sung Wook Baik
2025 J jnl
Multi Camera Connected Vision System with Multi View Analytics: A Comprehensive Survey.
CoRR
Muhammad Munsif, Waqas Ahmad, Amjid Ali, Mohib Ullah, Adnan Hussain, Sung Wook Baik
2025 J jnl
Optimized cross-module attention network and medium-scale dataset for effective fire detection.
Pattern Recognit.
Zulfiqar Ahmad Khan, Fath U Min Ullah, Hikmat Yar, Waseem Ullah, Noman Khan, Min Je Kim, Sung Wook Baik
2025 J jnl
Pseudo-Labeling Driven Refinement of Benchmark Object Detection Datasets via Analysis of Learning Patterns.
CoRR
Min Je Kim, Muhammad Munsif, Altaf Hussain, Hikmat Yar, Sung Wook Baik
2024 J jnl
A Hybrid Transformer Framework for Efficient Activity Recognition Using Consumer Electronics.
IEEE Trans. Consumer Electron.
Altaf Hussain, Samee Ullah Khan, Noman Khan, Mohammed Wasim Bhatt, Ahmed Farouk, Jyoti Bhola, Sung Wook Baik
2024 J jnl
A Trapezoid Attention Mechanism for Power Generation and Consumption Forecasting.
IEEE Trans. Ind. Informatics
Zulfiqar Ahmad Khan, Tanveer Hussain, Waseem Ullah, Sung Wook Baik
2024 J jnl
A modified vision transformer architecture with scratch learning capabilities for effective fire detection.
Expert Syst. Appl.
Hikmat Yar, Zulfiqar Ahmad Khan, Tanveer Hussain, Sung Wook Baik
2024 J jnl
AI-driven behavior biometrics framework for robust human activity recognition in surveillance systems.
Eng. Appl. Artif. Intell.
Altaf Hussain, Samee Ullah Khan, Noman Khan, Mohammad Shabaz, Sung Wook Baik
2024 J jnl
An efficient deep learning architecture for effective fire detection in smart surveillance.
Image Vis. Comput.
Hikmat Yar, Zulfiqar Ahmad Khan, Imad Rida, Waseem Ullah, Min Je Kim, Sung Wook Baik
2024 J jnl
An intelligent correlation learning system for person Re-identification.
Eng. Appl. Artif. Intell.
Samee Ullah Khan, Noman Khan, Tanveer Hussain, Sung Wook Baik
2024 J jnl
Contextual visual and motion salient fusion framework for action recognition in dark environments.
Knowl. Based Syst.
Muhammad Munsif, Samee Ullah Khan, Noman Khan, Altaf Hussain, Min Je Kim, Sung Wook Baik
2024 J jnl
Darkness-Adaptive Action Recognition: Leveraging Efficient Tubelet Slow-Fast Network for Industrial Applications.
IEEE Trans. Ind. Informatics
Muhammad Munsif, Noman Khan, Altaf Hussain, Min Je Kim, Sung Wook Baik
2024 J jnl
Deep Autoencoder-Based Hybrid Network for Building Energy Consumption Forecasting.
Comput. Syst. Sci. Eng.
Noman Khan, Samee Ullah Khan, Sung Wook Baik
2024 J jnl
Deep multi-scale pyramidal features network for supervised video summarization.
Expert Syst. Appl.
Habib Khan, Tanveer Hussain, Samee Ullah Khan, Zulfiqar Ahmad Khan, Sung Wook Baik
2024 J jnl
Deep-ReID: deep features and autoencoder assisted image patching strategy for person re-identification in smart cities surveillance.
Multim. Tools Appl.
Samee Ullah Khan, Tanveer Hussain, Amin Ullah, Sung Wook Baik
2024 B conf
Dual Deep Learning Network for Abnormal Action Detection.
AVSS
Fath U Min Ullah, Zulfiqar Ahmad Khan, Sung Wook Baik, Estefanía Talavera, Saeed Anwar, Khan Muhammad
2024 J jnl
Generative Adversarial Network-Assisted Framework for Power Management.
Cogn. Comput.
Noman Khan, Samee Ullah Khan, Ahmed Farouk, Sung Wook Baik
2024 J jnl
Human centric attention with deep multiscale feature fusion framework for activity recognition in Internet of Medical Things.
Inf. Fusion
Altaf Hussain, Samee Ullah Khan, Imad Rida, Noman Khan, Sung Wook Baik
2024 J jnl
Industrial defective chips detection using deep convolutional neural network with inverse feature matching mechanism.
J. Comput. Des. Eng.
Waseem Ullah, Samee Ullah Khan, Min Je Kim, Altaf Hussain, Muhammad Munsif, Mi Young Lee, Daeho Seo, Sung Wook Baik
2024 — conf
Medium Scale Benchmark for Cricket Excited Actions Understanding.
CVPR Workshops
Altaf Hussain, Noman Khan, Muhammad Munsif, Min Je Kim, Sung Wook Baik
2024 J jnl
TDS-Net: Transformer enhanced dual-stream network for video Anomaly Detection.
Expert Syst. Appl.
Adnan Hussain, Waseem Ullah, Noman Khan, Zulfiqar Ahmad Khan, Min Je Kim, Sung Wook Baik
2023 J jnl
A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos.
ACM Comput. Surv.
Fath U Min Ullah, Mohammad S. Obaidat, Amin Ullah, Khan Muhammad, Mohammad Hijji, Sung Wook Baik
2023 J jnl
A modified YOLOv5 architecture for efficient fire detection in smart cities.
Expert Syst. Appl.
Hikmat Yar, Zulfiqar Ahmad Khan, Fath U Min Ullah, Waseem Ullah, Sung Wook Baik
2023 J jnl
AD-Graph: Weakly Supervised Anomaly Detection Graph Neural Network.
Int. J. Intell. Syst.
Waseem Ullah, Tanveer Hussain, Fath U Min Ullah, Khan Muhammad, Mahmoud Hassaballah, Joel J. P. C. Rodrigues, Sung Wook Baik, Victor Hugo C. de Albuquerque
2023 J jnl
AI-Assisted Hybrid Approach for Energy Management in IoT-Based Smart Microgrid.
IEEE Internet Things J.
Noman Khan, Samee Ullah Khan, Fath U Min Ullah, Mi Young Lee, Sung Wook Baik
2023 J jnl
CT-NET: A Novel Convolutional Transformer-Based Network for Short-Term Solar Energy Forecasting Using Climatic Information.
Comput. Syst. Sci. Eng.
Muhammad Munsif, Fath U Min Ullah, Samee Ullah Khan, Noman Khan, Sung Wook Baik
2023 J jnl
Deep Learning Assists Surveillance Experts: Toward Video Data Prioritization.
IEEE Trans. Ind. Informatics
Tanveer Hussain, Fath U Min Ullah, Samee Ullah Khan, Amin Ullah, Umair Haroon, Khan Muhammad, Sung Wook Baik, Victor Hugo C. de Albuquerque
2023 J jnl
Efficient Person Reidentification for IoT-Assisted Cyber-Physical Systems.
IEEE Internet Things J.
Samee Ullah Khan, Ijaz Ul Haq, Noman Khan, Amin Ullah, Khan Muhammad, Huiling Chen, Sung Wook Baik, Victor Hugo C. de Albuquerque
2023 J jnl
Sequential attention mechanism for weakly supervised video anomaly detection.
Expert Syst. Appl.
Waseem Ullah, Fath U Min Ullah, Zulfiqar Ahmad Khan, Sung Wook Baik
2023 J jnl
TransCNN: Hybrid CNN and transformer mechanism for surveillance anomaly detection.
Eng. Appl. Artif. Intell.
Waseem Ullah, Tanveer Hussain, Fath U Min Ullah, Mi Young Lee, Sung Wook Baik
2023 J jnl
Vision transformer attention with multi-reservoir echo state network for anomaly recognition.
Inf. Process. Manag.
Waseem Ullah, Tanveer Hussain, Sung Wook Baik
2023 J jnl
Visual Appearance and Soft Biometrics Fusion for Person Re-Identification Using Deep Learning.
IEEE J. Sel. Top. Signal Process.
Samee Ullah Khan, Noman Khan, Tanveer Hussain, Khan Muhammad, Mohammad Hijji, Javier Del Ser, Sung Wook Baik
2023 J jnl
eCubeLand: An Intelligent Multiview Video Data Modeling.
IEEE Multim.
Tanveer Hussain, Samee Ullah Khan, Waseem Ullah, Ijaz Ul Haq, Min Je Kim, Mi Young Lee, Sung Wook Baik
2022 J jnl
A Hybrid Deep Learning-Based Network for Photovoltaic Power Forecasting.
Complex.
Altaf Hussain, Zulfiqar Ahmad Khan, Tanveer Hussain, Fath U Min Ullah, Seungmin Rho, Sung Wook Baik
2022 J jnl
A Multi-Stream Sequence Learning Framework for Human Interaction Recognition.
IEEE Trans. Hum. Mach. Syst.
Umair Haroon, Amin Ullah, Tanveer Hussain, Waseem Ullah, Muhammad Sajjad, Khan Muhammad, Mi Young Lee, Sung Wook Baik
2022 J jnl
AI-Assisted Edge Vision for Violence Detection in IoT-Based Industrial Surveillance Networks.
IEEE Trans. Ind. Informatics
Fath U Min Ullah, Khan Muhammad, Ijaz Ul Haq, Noman Khan, Ali Asghar Heidari, Sung Wook Baik, Victor Hugo C. de Albuquerque
2022 J jnl
An intelligent system for complex violence pattern analysis and detection.
Int. J. Intell. Syst.
Fath U Min Ullah, Mohammad S. Obaidat, Khan Muhammad, Amin Ullah, Sung Wook Baik, Fabio Cuzzolin, Joel J. P. C. Rodrigues, Victor Hugo C. de Albuquerque
2022 J jnl
Artificial Intelligence of Things-assisted two-stream neural network for anomaly detection in surveillance Big Video Data.
Future Gener. Comput. Syst.
Waseem Ullah, Amin Ullah, Tanveer Hussain, Khan Muhammad, Ali Asghar Heidari, Javier Del Ser, Sung Wook Baik, Victor Hugo C. de Albuquerque
2022 J jnl
Clustering Feature Constraint Multiscale Attention Network for Shadow Extraction From Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Yakun Xie, Dejun Feng, Xingyu Shen, Yangge Liu, Jun Zhu, Tanveer Hussain, Sung Wook Baik
2022 J jnl
Damaged Building Detection From Post-Earthquake Remote Sensing Imagery Considering Heterogeneity Characteristics.
IEEE Trans. Geosci. Remote. Sens.
Yakun Xie, Dejun Feng, Hongyu Chen, Zichen Liu, Wenfei Mao, Jun Zhu, Ya Hu, Sung Wook Baik
2022 J jnl
Deep Learning-Assisted Short-Term Power Load Forecasting Using Deep Convolutional LSTM and Stacked GRU.
Complex.
Fath U Min Ullah, Amin Ullah, Noman Khan, Mi Young Lee, Seungmin Rho, Sung Wook Baik
2022 J jnl
Enabling automation and edge intelligence over resource constraint IoT devices for smart home.
Neurocomputing
Mansoor Nasir, Khan Muhammad, Amin Ullah, Jamil Ahmad, Sung Wook Baik, Muhammad Sajjad
2022 J jnl
Intelligent dual stream CNN and echo state network for anomaly detection.
Knowl. Based Syst.
Waseem Ullah, Tanveer Hussain, Zulfiqar Ahmad Khan, Umair Haroon, Sung Wook Baik
2022 J jnl
Learning to rank: An intelligent system for person reidentification.
Int. J. Intell. Syst.
Samee Ullah Khan, Ijaz Ul Haq, Noman Khan, Khan Muhammad, Mohammad Hijji, Sung Wook Baik
2022 J jnl
Optimized Dual Fire Attention Network and Medium-Scale Fire Classification Benchmark.
IEEE Trans. Image Process.
Hikmat Yar, Tanveer Hussain, Mohit Agarwal, Zulfiqar Ahmad Khan, Suneet K. Gupta, Sung Wook Baik
2022 J jnl
PMAL: A Proxy Model Active Learning Approach for Vision Based Industrial Applications.
ACM Trans. Multim. Comput. Commun. Appl.
Abbas Khan, Ijaz Ul Haq, Tanveer Hussain, Khan Muhammad, Mohammad Hijji, Muhammad Sajjad, Victor Hugo C. de Albuquerque, Sung Wook Baik
2022 — conf
Pyramidal Attention for Saliency Detection.
CVPR Workshops
Tanveer Hussain, Abbas Anwar, Saeed Anwar, Lars Petersson, Sung Wook Baik
2022 J jnl
Pyramidal Attention for Saliency Detection.
CoRR
Tanveer Hussain, Abbas Anwar, Saeed Anwar, Lars Petersson, Sung Wook Baik
2021 — ch.
A Comparative Analysis of Efficient CNN-based Brain Tumor Classification Models.
Generalization with Deep Learning
Tanveer Hussain, Amin Ullah, Umair Haroon, Khan Muhammad, Sung Wook Baik
2021 J jnl
A comprehensive survey of multi-view video summarization.
Pattern Recognit.
Tanveer Hussain, Khan Muhammad, Weiping Ding, Jaime Lloret, Sung Wook Baik, Victor Hugo C. de Albuquerque
2021 J jnl
An Efficient Anomaly Recognition Framework Using an Attention Residual LSTM in Surveillance Videos.
Sensors
Waseem Ullah, Amin Ullah, Tanveer Hussain, Zulfiqar Ahmad Khan, Sung Wook Baik
2021 J jnl
An Efficient Deep Learning Framework for Intelligent Energy Management in IoT Networks.
IEEE Internet Things J.
Tao Han, Khan Muhammad, Tanveer Hussain, Jaime Lloret, Sung Wook Baik
2021 J jnl
Atrous Convolutions and Residual GRU Based Architecture for Matching Power Demand with Supply.
Sensors
Samee Ullah Khan, Ijaz Ul Haq, Zulfiqar Ahmad Khan, Noman Khan, Mi Young Lee, Sung Wook Baik
2021 J jnl
Batteries State of Health Estimation via Efficient Neural Networks With Multiple Channel Charging Profiles.
IEEE Access
Noman Khan, Fath U Min Ullah, Afnan, Amin Ullah, Mi Young Lee, Sung Wook Baik
2021 J jnl
CNN features with bi-directional LSTM for real-time anomaly detection in surveillance networks.
Multim. Tools Appl.
Waseem Ullah, Amin Ullah, Ijaz Ul Haq, Khan Muhammad, Muhammad Sajjad, Sung Wook Baik
2021 J jnl
Conflux LSTMs Network: A Novel Approach for Multi-View Action Recognition.
Neurocomputing
Amin Ullah, Khan Muhammad, Tanveer Hussain, Sung Wook Baik
2021 J jnl
Densely Deformable Efficient Salient Object Detection Network.
CoRR
Tanveer Hussain, Saeed Anwar, Amin Ullah, Khan Muhammad, Sung Wook Baik
2021 J jnl
Efficient activity recognition using lightweight CNN and DS-GRU network for surveillance applications.
Appl. Soft Comput.
Amin Ullah, Khan Muhammad, Weiping Ding, Vasile Palade, Ijaz Ul Haq, Sung Wook Baik
2021 J jnl
Multiview Summarization and Activity Recognition Meet Edge Computing in IoT Environments.
IEEE Internet Things J.
Tanveer Hussain, Khan Muhammad, Amin Ullah, Javier Del Ser, Amir H. Gandomi, Muhammad Sajjad, Sung Wook Baik, Victor Hugo C. de Albuquerque
2021 J jnl
QuickLook: Movie summarization using scene-based leading characters with psychological cues fusion.
Inf. Fusion
Ijaz Ul Haq, Khan Muhammad, Tanveer Hussain, Javier Del Ser, Muhammad Sajjad, Sung Wook Baik
2021 J jnl
SD-Net: Understanding overcrowded scenes in real-time via an efficient dilated convolutional neural network.
J. Real Time Image Process.
Noman Khan, Amin Ullah, Ijaz Ul Haq, Varun G. Menon, Sung Wook Baik
2020 J jnl
A Novel CNN-GRU-Based Hybrid Approach for Short-Term Residential Load Forecasting.
IEEE Access
Muhammad Sajjad, Zulfiqar Ahmad Khan, Amin Ullah, Tanveer Hussain, Waseem Ullah, Mi Young Lee, Sung Wook Baik
2020 — conf
An Adaptive Filtering Technique for Segmentation of Tuberculosis in Microscopic Images.
NLPIR
Zulfiqar Ahmad Khan, Waseem Ullah, Amin Ullah, Seungmin Rho, Mi Young Lee, Sung Wook Baik
2020 J jnl
Bagging Ensemble of Multilayer Perceptrons for Missing Electricity Consumption Data Imputation.
Sensors
Seungwon Jung, Jihoon Moon, Sungwoo Park, Seungmin Rho, Sung Wook Baik, Eenjun Hwang
2020 J jnl
Cloud-Assisted Multiview Video Summarization Using CNN and Bidirectional LSTM.
IEEE Trans. Ind. Informatics
Tanveer Hussain, Khan Muhammad, Amin Ullah, Zehong Cao, Sung Wook Baik, Victor Hugo C. de Albuquerque
2020 J jnl
Deep Learning Assisted Buildings Energy Consumption Profiling Using Smart Meter Data.
Sensors
Amin Ullah, Kilichbek Haydarov, Ijaz Ul Haq, Khan Muhammad, Seungmin Rho, Mi Young Lee, Sung Wook Baik
2020 J jnl
Efficient CNN based summarization of surveillance videos for resource-constrained devices.
Pattern Recognit. Lett.
Khan Muhammad, Tanveer Hussain, Sung Wook Baik
2020 J jnl
Egocentric visual scene description based on human-object interaction and deep spatial relations among objects.
Multim. Tools Appl.
Gulraiz Khan, Muhammad Usman Ghani, Aiman Siddiqi, Zahoor-Ur Rehman, Sanghyun Seo, Sung Wook Baik, Irfan Mehmood
2020 J jnl
Event-Oriented 3D Convolutional Features Selection and Hash Codes Generation Using PCA for Video Retrieval.
IEEE Access
Amin Ullah, Khan Muhammad, Tanveer Hussain, Sung Wook Baik, Victor Hugo C. de Albuquerque
2020 J jnl
Intelligent Embedded Vision for Summarization of Multiview Videos in IIoT.
IEEE Trans. Ind. Informatics
Tanveer Hussain, Khan Muhammad, Javier Del Ser, Sung Wook Baik, Victor Hugo C. de Albuquerque
2020 J jnl
Mining top-k frequent patterns from uncertain databases.
Appl. Intell.
Tuong Le, Bay Vo, Van-Nam Huynh, Ngoc Thanh Nguyen, Sung Wook Baik
2020 J jnl
Multiple Electric Energy Consumption Forecasting Using a Cluster-Based Strategy for Transfer Learning in Smart Building.
Sensors
Tuong Le, Minh Thanh Vo, Tung Kieu, Eenjun Hwang, Seungmin Rho, Sung Wook Baik
2020 B conf
One-Shot Learning for Surveillance Anomaly Recognition using Siamese 3D CNN.
IJCNN
Amin Ullah, Khan Muhammad, Kilichbek Haydarov, Ijaz Ul Haq, Mi Young Lee, Sung Wook Baik
2020 J jnl
Raspberry Pi assisted face recognition framework for enhanced law-enforcement services in smart cities.
Future Gener. Comput. Syst.
Muhammad Sajjad, Mansoor Nasir, Khan Muhammad, Siraj Khan, Zahoor Jan, Arun Kumar Sangaiah, Mohamed Elhoseny, Sung Wook Baik
2020 J jnl
Short-Term Prediction of Residential Power Energy Consumption via CNN and Multi-Layer Bi-Directional LSTM Networks.
IEEE Access
Fath U Min Ullah, Amin Ullah, Ijaz Ul Haq, Seungmin Rho, Sung Wook Baik
2020 J jnl
Towards Efficient Building Designing: Heating and Cooling Load Prediction via Multi-Output Model.
Sensors
Muhammad Sajjad, Samee Ullah Khan, Noman Khan, Ijaz Ul Haq, Amin Ullah, Mi Young Lee, Sung Wook Baik
2020 J jnl
Towards Efficient Electricity Forecasting in Residential and Commercial Buildings: A Novel Hybrid CNN with a LSTM-AE based Framework.
Sensors
Zulfiqar Ahmad Khan, Tanveer Hussain, Amin Ullah, Seungmin Rho, Mi Young Lee, Sung Wook Baik
2019 J jnl
A Hybrid Approach Using Oversampling Technique and Cost-Sensitive Learning for Bankruptcy Prediction.
Complex.
Tuong Le, Minh Thanh Vo, Bay Vo, Mi Young Lee, Sung Wook Baik
2019 J jnl
A New Approach for Construction of Geodemographic Segmentation Model and Prediction Analysis.
Comput. Intell. Neurosci.
Hoang Viet Long, Le Hoang Son, Manju Khari, Kanika Arora, Siddharth Chopra, Raghvendra Kumar, Tuong Le, Sung Wook Baik
2019 J jnl
A Robust Framework for Self-Care Problem Identification for Children with Disability.
Symmetry
Tuong Le, Sung Wook Baik
2019 J jnl
A fast and accurate approach for bankruptcy forecasting using squared logistics loss with GPU-based extreme gradient boosting.
Inf. Sci.
Tuong Le, Bay Vo, Hamido Fujita, Ngoc Thanh Nguyen, Sung Wook Baik
2019 J jnl
Action recognition using optimized deep autoencoder and CNN for surveillance data streams of non-stationary environments.
Future Gener. Comput. Syst.
Amin Ullah, Khan Muhammad, Ijaz Ul Haq, Sung Wook Baik
2019 J jnl
Activity Recognition Using Temporal Optical Flow Convolutional Features and Multilayer LSTM.
IEEE Trans. Ind. Electron.
Amin Ullah, Khan Muhammad, Javier Del Ser, Sung Wook Baik, Victor Hugo C. de Albuquerque
2019 J jnl
An efficient computerized decision support system for the analysis and 3D visualization of brain tumor.
Multim. Tools Appl.
Irfan Mehmood, Muhammad Sajjad, Khan Muhammad, Syed Inayat Ali Shah, Arun Kumar Sangaiah, Muhammad Shoaib, Sung Wook Baik
2019 J jnl
CNN-based anti-spoofing two-tier multi-factor authentication system.
Pattern Recognit. Lett.
Muhammad Sajjad, Salman Khan, Tanveer Hussain, Khan Muhammad, Arun Kumar Sangaiah, Aniello Castiglione, Christian Esposito, Sung Wook Baik
2019 J jnl
Deep features-based speech emotion recognition for smart affective services.
Multim. Tools Appl.
Abdul Malik Badshah, Nasir Rahim, Noor Ullah, Jamil Ahmad, Khan Muhammad, Mi Young Lee, Soon-il Kwon, Sung Wook Baik
2019 J jnl
DeepStar: Detecting Starring Characters in Movies.
IEEE Access
Ijaz Ul Haq, Khan Muhammad, Amin Ullah, Sung Wook Baik
2019 J jnl
Efficient Deep CNN-Based Fire Detection and Localization in Video Surveillance Applications.
IEEE Trans. Syst. Man Cybern. Syst.
Khan Muhammad, Jamil Ahmad, Zhihan Lv, Paolo Bellavista, Po Yang, Sung Wook Baik
2019 J jnl
Efficient Fire Detection for Uncertain Surveillance Environment.
IEEE Trans. Ind. Informatics
Khan Muhammad, Salman Khan, Mohamed Elhoseny, Syed Hassan Ahmed, Sung Wook Baik
2019 J jnl
Energy-Efficient Deep CNN for Smoke Detection in Foggy IoT Environment.
IEEE Internet Things J.
Salman Khan, Khan Muhammad, Shahid Mumtaz, Sung Wook Baik, Victor Hugo C. de Albuquerque
2019 J jnl
Intelligent and Energy-Efficient Data Prioritization in Green Smart Cities: Current Challenges and Future Directions.
IEEE Commun. Mag.
Khan Muhammad, Jaime Lloret, Sung Wook Baik
2019 J jnl
Kernel Context Recommender System (KCR): A Scalable Context-Aware Recommender System Algorithm.
IEEE Access
Misbah Iqbal, Mustansar Ali Ghazanfar, Asma Sattar, Muazzam Maqsood, Salabat Khan, Irfan Mehmood, Sung Wook Baik
2019 J jnl
Mobile edge computing based QoS optimization in medical healthcare applications.
Int. J. Inf. Manag.
Ali Hassan Sodhro, Zongwei Luo, Arun Kumar Sangaiah, Sung Wook Baik
2019 J jnl
Movie scene segmentation using object detection and set theory.
Int. J. Distributed Sens. Networks
Ijaz Ul Haq, Khan Muhammad, Tanveer Hussain, Soon-il Kwon, Maleerat Sodanil, Sung Wook Baik, Mi Young Lee
2019 J jnl
Multi-grade brain tumor classification using deep CNN with extensive data augmentation.
J. Comput. Sci.
Muhammad Sajjad, Salman Khan, Khan Muhammad, Wanqing Wu, Amin Ullah, Sung Wook Baik
2019 J jnl
Partially shaded sketch-based image search in real mobile device environments via sketch-oriented compact neural codes.
J. Real Time Image Process.
Jamil Ahmad, Khan Muhammad, Syed Inayat Ali Shah, Arun Kumar Sangaiah, Sung Wook Baik
2019 J jnl
Personalized Movie Summarization Using Deep CNN-Assisted Facial Expression Recognition.
Complex.
Ijaz Ul Haq, Amin Ullah, Khan Muhammad, Mi Young Lee, Sung Wook Baik
2019 J jnl
Raspberry Pi assisted facial expression recognition framework for smart security in law-enforcement services.
Inf. Sci.
Muhammad Sajjad, Mansoor Nasir, Fath U Min Ullah, Khan Muhammad, Arun Kumar Sangaiah, Sung Wook Baik
2019 J jnl
SPPC: a new tree structure for mining erasable patterns in data streams.
Appl. Intell.
Tuong Le, Bay Vo, Philippe Fournier-Viger, Mi Young Lee, Sung Wook Baik
2019 J jnl
Violence Detection Using Spatiotemporal Features with 3D Convolutional Neural Network.
Sensors
Fath U Min Ullah, Amin Ullah, Khan Muhammad, Ijaz Ul Haq, Sung Wook Baik
2018 J jnl
A Cluster-Based Boosting Algorithm for Bankruptcy Prediction in a Highly Imbalanced Dataset.
Symmetry
Tuong Le, Le Hoang Son, Minh Thanh Vo, Mi Young Lee, Sung Wook Baik
2018 J jnl
A Route Optimized Distributed IP-Based Mobility Management Protocol for Seamless Handoff across Wireless Mesh Networks.
Mob. Networks Appl.
Peer Azmat Shah, Khalid Mahmood Awan, Zahoor-Ur Rehman, Khalid Iqbal, Farhan Aadil, Khan Muhammad, Irfan Mehmood, Sung Wook Baik
2018 J jnl
ARM-AMO: An efficient association rule mining algorithm based on animal migration optimization.
Knowl. Based Syst.
Le Hoang Son, Francisco Chiclana, Raghvendra Kumar, Mamta Mittal, Manju Khari, Jyotir Moy Chatterjee, Sung Wook Baik
2018 J jnl
Action Recognition in Video Sequences using Deep Bi-Directional LSTM With CNN Features.
IEEE Access
Amin Ullah, Jamil Ahmad, Khan Muhammad, Muhammad Sajjad, Sung Wook Baik
2018 J jnl
Convolutional Neural Networks Based Fire Detection in Surveillance Videos.
IEEE Access
Khan Muhammad, Jamil Ahmad, Irfan Mehmood, Seungmin Rho, Sung Wook Baik
2018 J jnl
Determining speaker attributes from stress-affected speech in emergency situations with hybrid SVM-DNN architecture.
Multim. Tools Appl.
Jamil Ahmad, Muhammad Sajjad, Seungmin Rho, Soon-il Kwon, Mi Young Lee, Sung Wook Baik
2018 J jnl
Early fire detection using convolutional neural networks during surveillance for effective disaster management.
Neurocomputing
Khan Muhammad, Jamil Ahmad, Sung Wook Baik
2018 J jnl
Efficient Conversion of Deep Features to Compact Binary Codes Using Fourier Decomposition for Multimedia Big Data.
IEEE Trans. Ind. Informatics
Jamil Ahmad, Khan Muhammad, Jaime Lloret, Sung Wook Baik
2018 J jnl
Efficient algorithms for mining top-rank-k erasable patterns using pruning strategies and the subsume concept.
Eng. Appl. Artif. Intell.
Tuong Le, Bay Vo, Sung Wook Baik
2018 J jnl
Ensemble-classifiers-assisted detection of cerebral microbleeds in brain MRI.
Comput. Electr. Eng.
Tayyab Ateeq, Muhammad Nadeem Majeed, Syed Muhammad Anwar, Muazzam Maqsood, Zahoor-Ur Rehman, Jong Weon Lee, Khan Muhammad, Shuihua Wang, Sung Wook Baik, Irfan Mehmood
2018 J jnl
Facial appearance and texture feature-based robust facial expression recognition framework for sentiment knowledge discovery.
Clust. Comput.
Muhammad Sajjad, Adnan Shah, Zahoor Jan, Syed Inayat Ali Shah, Sung Wook Baik, Irfan Mehmood
2018 J jnl
Image steganography using uncorrelated color space and its application for security of visual contents in online social networks.
Future Gener. Comput. Syst.
Khan Muhammad, Muhammad Sajjad, Irfan Mehmood, Seungmin Rho, Sung Wook Baik
2018 J jnl
Integrating salient colors with rotational invariant texture features for image representation in retrieval systems.
Multim. Tools Appl.
Muhammad Sajjad, Amin Ullah, Jamil Ahmad, Naveed Abbas, Seungmin Rho, Sung Wook Baik
2018 J jnl
Machine learning-assisted signature and heuristic-based detection of malwares in Android devices.
Comput. Electr. Eng.
Zahoor-Ur Rehman, Sidra Nasim Khan, Khan Muhammad, Jong Weon Lee, Zhihan Lv, Sung Wook Baik, Peer Azmat Shah, Khalid Mahmood Awan, Irfan Mehmood
2018 J jnl
Medical Image Retrieval with Compact Binary Codes Generated in Frequency Domain Using Highly Reactive Convolutional Features.
J. Medical Syst.
Jamil Ahmad, Khan Muhammad, Sung Wook Baik
2018 J jnl
Multi-scale contrast and relative motion-based key frame extraction.
EURASIP J. Image Video Process.
Naveed Ejaz, Sung Wook Baik, Hammad Majeed, Hangbae Chang, Irfan Mehmood
2018 J jnl
Object-oriented convolutional features for fine-grained image retrieval in large surveillance datasets.
Future Gener. Comput. Syst.
Jamil Ahmad, Khan Muhammad, Sambit Bakshi, Sung Wook Baik
2018 J jnl
Oversampling Techniques for Bankruptcy Prediction: Novel Features from a Transaction Dataset.
Symmetry
Tuong Le, Mi Young Lee, Jun Ryeol Park, Sung Wook Baik
2018 J jnl
Privacy-preserving image retrieval for mobile devices with deep features on the cloud.
Comput. Commun.
Nasir Rahim, Jamil Ahmad, Khan Muhammad, Arun Kumar Sangaiah, Sung Wook Baik
2018 J jnl
Secure Surveillance Framework for IoT Systems Using Probabilistic Image Encryption.
IEEE Trans. Ind. Informatics
Khan Muhammad, Rafik Hamza, Jamil Ahmad, Jaime Lloret, Haoxiang Wang, Sung Wook Baik
2018 J jnl
Video Retrieval System for Meniscal Surgery to Improve Health Care Services.
J. Sensors
Sana Amanat, Muhammad Idrees, Muhammad Usman Ghani Khan, Zahoor-Ur Rehman, Hangbae Chang, Irfan Mehmood, Sung Wook Baik
2017 J jnl
Analysis of interaction trace maps for active authentication on smart devices.
Multim. Tools Appl.
Jamil Ahmad, Muhammad Sajjad, Zahoor Jan, Irfan Mehmood, Seungmin Rho, Sung Wook Baik
2017 J jnl
Efficient object-based surveillance image search using spatial pooling of convolutional features.
J. Vis. Commun. Image Represent.
Jamil Ahmad, Irfan Mehmood, Sung Wook Baik
2017 J jnl
Efficient visual attention driven framework for key frames extraction from hysteroscopy videos.
Biomed. Signal Process. Control.
Khan Muhammad, Muhammad Sajjad, Mi Young Lee, Sung Wook Baik
2017 J jnl
Embedded deep vision in smart cameras for multi-view objects representation and retrieval.
Comput. Electr. Eng.
Jamil Ahmad, Irfan Mehmood, Seungmin Rho, Naveen K. Chilamkurti, Sung Wook Baik
2017 J jnl
Endoscopic Image Classification and Retrieval using Clustered Convolutional Features.
J. Medical Syst.
Jamil Ahmad, Khan Muhammad, Mi Young Lee, Sung Wook Baik
2017 J jnl
Image steganography for authenticity of visual contents in social networks.
Multim. Tools Appl.
Khan Muhammad, Jamil Ahmad, Seungmin Rho, Sung Wook Baik
2017 J jnl
Leukocytes Classification and Segmentation in Microscopic Blood Smear: A Resource-Aware Healthcare Service in Smart Cities.
IEEE Access
Muhammad Sajjad, Siraj Khan, Zahoor Jan, Khan Muhammad, Hyeonjoon Moon, Jin Tae Kwak, Seungmin Rho, Sung Wook Baik, Irfan Mehmood
2017 J jnl
Mining erasable itemsets with subset and superset itemset constraints.
Expert Syst. Appl.
Bay Vo, Tuong Le, Witold Pedrycz, Giang Nguyen, Sung Wook Baik
2017 J jnl
Mobile-cloud assisted framework for selective encryption of medical images with steganography for resource-constrained devices.
Multim. Tools Appl.
Muhammad Sajjad, Khan Muhammad, Sung Wook Baik, Seungmin Rho, Zahoor Jan, Sang-Soo Yeo, Irfan Mehmood
2017 J jnl
Saliency-weighted graphs for efficient visual content description and their applications in real-time image retrieval systems.
J. Real Time Image Process.
Jamil Ahmad, Muhammad Sajjad, Irfan Mehmood, Seungmin Rho, Sung Wook Baik
2016 J jnl
A novel magic LSB substitution method (M-LSB-SM) using multi-level encryption and achromatic component of an image.
Multim. Tools Appl.
Khan Muhammad, Muhammad Sajjad, Irfan Mehmood, Seungmin Rho, Sung Wook Baik
2016 J jnl
Basis pursuit denoising-based image superresolution using a redundant set of atoms.
Signal Image Video Process.
Muhammad Sajjad, Irfan Mehmood, Naveed Abbas, Sung Wook Baik
2016 J jnl
Divide-and-Conquer based Ensemble to Spot Emotions in Speech using MFCC and Random Forest.
CoRR
Abdul Malik Badshah, Jamil Ahmad, Mi Young Lee, Sung Wook Baik
2016 J jnl
Divide-and-conquer based summarization framework for extracting affective video content.
Neurocomputing
Irfan Mehmood, Muhammad Sajjad, Seungmin Rho, Sung Wook Baik
2016 J jnl
Dual-Level Security based Cyclic18 Steganographic Method and its Application for Secure Transmission of Keyframes during Wireless Capsule Endoscopy.
J. Medical Syst.
Khan Muhammad, Muhammad Sajjad, Sung Wook Baik
2016 J jnl
Gender Identification using MFCC for Telephone Applications - A Comparative Study.
CoRR
Jamil Ahmad, Mustansar Fiaz, Soon-il Kwon, Maleerat Sodanil, Bay Vo, Sung Wook Baik
2016 J jnl
Multi-scale local structure patterns histogram for describing visual contents in social image retrieval systems.
Multim. Tools Appl.
Jamil Ahmad, Muhammad Sajjad, Seungmin Rho, Sung Wook Baik
2015 J jnl
A Secure Method for Color Image Steganography using Gray-Level Modification and Multi-level Encryption.
KSII Trans. Internet Inf. Syst.
Khan Muhammad, Jamil Ahmad, Haleem Farman, Zahoor Jan, Muhammad Sajjad, Sung Wook Baik
2015 J jnl
A novel magic LSB substitution method (M-LSB-SM) using multi-level encryption and achromatic component of an image.
CoRR
Khan Muhammad, Muhammad Sajjad, Irfan Mehmood, Seungmin Rho, Sung Wook Baik
2015 J jnl
Describing Colors, Textures and Shapes for Content Based Image Retrieval - A Survey.
CoRR
Jamil Ahmad, Muhammad Sajjad, Irfan Mehmood, Seungmin Rho, Sung Wook Baik
2015 J jnl
Digital image super-resolution using adaptive interpolation based on Gaussian function.
Multim. Tools Appl.
Muhammad Sajjad, Naveed Ejaz, Irfan Mehmood, Sung Wook Baik
2015 J jnl
Image super-resolution using sparse coding over redundant dictionary based on effective image representations.
J. Vis. Commun. Image Represent.
Muhammad Sajjad, Irfan Mehmood, Sung Wook Baik
2015 J jnl
Ontology-based Secure Retrieval of Semantically Significant Visual Contents.
CoRR
Khan Muhammad, Irfan Mehmood, Mi Young Lee, Su Mi Ji, Sung Wook Baik
2015 — conf
SSH: Salient Structures Histogram for Content Based Image Retrieval.
NBiS
Jamil Ahmad, Muhammad Sajjad, Irfan Mehmood, Sung Wook Baik
2015 J jnl
Saliency-directed prioritization of visual data in wireless surveillance networks.
Inf. Fusion
Irfan Mehmood, Muhammad Sajjad, Waleed Ejaz, Sung Wook Baik
2014 J jnl
Adaptive image data hiding using transformation and error replacement.
Multim. Tools Appl.
Naveed Ejaz, Jamil Anwar, Muhammad Ishtiaq, Sung Wook Baik
2014 J jnl
Erratum to: Video Summarization Based Tele-endoscopy: A Service to Efficiently Manage Visual Data Generated During Wireless Capsule Endoscopy Procedure.
J. Medical Syst.
Irfan Mehmood, Muhammad Sajjad, Sung Wook Baik
2014 J jnl
Feature aggregation based visual attention model for video summarization.
Comput. Electr. Eng.
Naveed Ejaz, Irfan Mehmood, Sung Wook Baik
2014 J jnl
Mobile-Cloud Assisted Video Summarization Framework for Efficient Management of Remote Sensing Data Generated by Wireless Capsule Sensors.
Sensors
Irfan Mehmood, Muhammad Sajjad, Sung Wook Baik
2014 J jnl
Multi-kernel based adaptive interpolation for image super-resolution.
Multim. Tools Appl.
Muhammad Sajjad, Naveed Ejaz, Sung Wook Baik
2014 J jnl
Sparse Representations-Based Super-Resolution of Key-Frames Extracted from Frames-Sequences Generated by a Visual Sensor Network.
Sensors
Muhammad Sajjad, Irfan Mehmood, Sung Wook Baik
2014 J jnl
Video summarization based tele-endoscopy: a service to efficiently manage visual data generated during wireless capsule endoscopy procedure.
J. Medical Syst.
Irfan Mehmood, Muhammad Sajjad, Sung Wook Baik
2013 J jnl
Efficient visual attention based framework for extracting key frames from videos.
Signal Process. Image Commun.
Naveed Ejaz, Irfan Mehmood, Sung Wook Baik
2013 J jnl
Prioritization of brain MRI volumes using medical image perception model and tumor region segmentation.
Comput. Biol. Medicine
Irfan Mehmood, Naveed Ejaz, Muhammad Sajjad, Sung Wook Baik
2012 J jnl
Adaptive key frame extraction for video summarization using an aggregation mechanism.
J. Vis. Commun. Image Represent.
Naveed Ejaz, Tayyab Bin Tariq, Sung Wook Baik
2012 J jnl
Anisotropic Diffusion based Brain MRI Segmentation and 3D Reconstruction.
Int. J. Comput. Intell. Syst.
M. Arfan Jaffar, Sultan Zia, Ghazanfar Latif, Anwar M. Mirza, Irfan Mehmood, Naveed Ejaz, Sung Wook Baik
2012 — conf
Automatic Segmentation of Region of Interests in MR Images Using Saliency Information and Active Contours.
ICITCS
Irfan Mehmood, Ran Baik, Sung Wook Baik
2012 — conf
Digital Image Magnification Using Gaussian-Edge Directed Interpolation.
ICITCS
Muhammad Sajjad, Ran Baik, Sung Wook Baik
2012 — conf
Feature Reduction and Noise Removal in SURF Framework for Efficient Object Recognition in Images.
ICITCS
Naveed Ejaz, Ran Baik, Sung Wook Baik
2012 — conf
Multi-scale Information Maximization Based Visual Attention Modeling for Video Summarization.
NGMAST
Naveed Ejaz, Irfan Mehmood, Waleed Ejaz, Sung Wook Baik
2012 — conf
Smart Desk: A Single Interface Based File Sharing System.
ICITCS
Naveed Ejaz, Sung Wook Baik, Ran Baik
2012 J jnl
Video summarization using a network of radial basis functions.
Multim. Syst.
Naveed Ejaz, Sung Wook Baik
2011 — conf
A Cartoon Image Classification System Using MPEG-7 Descriptors.
AICI (2)
Junghyun Kim, Sung Wook Baik, Kangseok Kim, Changduk Jung, Wonil Kim
2011 — conf
A Study on the Generation of OLAP Data Cube Based on 3D Visualization Interaction.
ICCSA Workshops
Su Mi Ji, Beom Seok Lee, Kyoung Il Kang, Sung Gook Kim, Cheolwhan Lee, Oh-Young Song, Joon Yeon Choeh, Ran Baik, Sung Wook Baik
2011 — conf
IGC: An Image Genre Classification System.
AICI (2)
Joo Hwan Lee, Sung Wook Baik, Kangseok Kim, Changduk Jung, Wonil Kim
2011 J jnl
Neural network modeling of inter-characteristics of silicon nitride film deposited by using a plasma-enhanced chemical vapor deposition.
Expert Syst. Appl.
Su Jin Lee, Byungwhan Kim, Sung Wook Baik
2010 — conf
Distributed Data Mining System Based on Multi-agent Communication Mechanism.
KES-AMSTA (2)
Sung Gook Kim, Kyeong Deok Woo, Jerzy W. Bala, Sung Wook Baik
2010 J jnl
Immersive modeling system (IMMS) for personal electronic products using a multi-modal interface.
Comput. Aided Des.
Yong-Gu Lee, Hyungjun Park, Woontack Woo, Jeha Ryu, Hong Kook Kim, Sung Wook Baik, Kwang Hee Ko, Han Kyun Choi, Sun-Uk Hwang, Duck Bong Kim, Hyun Soo Kim, Kwan H. Lee
2010 — conf
Texture feature representation in dynamic environments.
HPCS
Kyeong Deok Woo, Sung Gook Kim, Sung Wook Baik
2007 B conf
A Robust Localization Method for Mobile Robots Based on Ceiling Landmarks.
MDAI
Viet Thang Nguyen, Moon Seok Jeong, Sung Mahn Ahn, Seungbin Moon, Sung Wook Baik
2006 — conf
Aerial Photo Image Retrieval Using Adaptive Image Classification.
KES (3)
Sung Wook Baik, Moon Seok Jeong, Ran Baik
2005 B conf
Background Modeling Using Color, Disparity, and Motion Information.
ACIVS
Jong Weon Lee, Hyo Sung Jeon, Sung Min Moon, Sung Wook Baik
2005 Misc conf
Estimating 3D Object Coordinates from Markerless Scenes.
International Conference on Computational Science (3)
Ki Woon Kwon, Sung Wook Baik, Seong-Whan Lee
2005 Misc conf
Implementation of a Distributed Data Mining System.
International Conference on Computational Science (3)
Ju Sang Cho, Sung Wook Baik, Jerzy W. Bala
2005 — conf
Neural Network Based Adult Image Classification.
ICANN (1)
Wonil Kim, Han-Ku Lee, Seong-Joon Yoo, Sung Wook Baik
2004 C conf
A Design and Analysis of Circulant Preconditioners.
CIS
Ran Baik, Sung Wook Baik
2004 — conf
Adaptive Image Classification for Aerial Photo Image Retrieval.
Australian Conference on Artificial Intelligence
Sung Wook Baik, Ran Baik
2004 — conf
Adaptive Object Recognition with Image Feature Interpolation.
Australian Conference on Artificial Intelligence
Sung Wook Baik, Ran Baik
2004 C conf
Agent Based Distributed Data Mining.
PDCAT
Sung Wook Baik, Jerzy W. Bala, Ju Sang Cho
2004 C conf
An Agent Based Privacy Preserving Mining for Distributed Databases.
CIS
Sung Wook Baik, Jerzy W. Bala, Dae Woong Rhee
2003 C conf
Adaptive Segmentation of Remote-Sensing Images for Aerial Surveillance.
CAIP
Sung Wook Baik, Sung Mahn Ahn, Jong Weon Lee, Khin K. Win
2002 J jnl
Online model modification for adaptive texture recognition in image sequences.
IEEE Trans. Syst. Man Cybern. Part A
Sung Wook Baik, Peter W. Pachowicz
2000 — conf
Adaptive RBF Classifier for Object Recognition in Image Sequences.
IJCNN (6)
Peter Pachowicz, Sung Wook Baik
2000 — conf
Evaluation of Adaptive NN-RBF Classifier Using Gaussian Mixture Density Estimates.
Biologically Motivated Computer Vision
Sung Wook Baik, Sung Mahn Ahn, Peter Pachowicz
2000 A conf
On-Line Model Modification for Adaptive Object Recognition.
ECAI
Peter Pachowicz, Sung Wook Baik
1999 B conf
A cluster analysis based on a regularization method.
IJCNN
Sung Mahn Ahn, Sung Wook Baik
1999 B conf
Adaptive object recognition based on the radial basis function paradigm.
IJCNN
Sung Wook Baik, Peter Pachowicz