A cluster analysis based on a regularization method. - Sung Mahn Ahn; Sung Wook Baik (IJCNN, 1999)

Adaptive object recognition based on the radial basis function paradigm. - Sung Wook Baik; Peter Pachowicz (IJCNN, 1999)

Evaluation of Adaptive NN-RBF Classifier Using Gaussian Mixture Density Estimates. - Sung Wook Baik; Sung Mahn Ahn; Peter Pachowicz (Biologically Motivated Computer Vision, 2000)

On-Line Model Modification for Adaptive Object Recognition. - Peter Pachowicz; Sung Wook Baik (ECAI, 2000)

Adaptive RBF Classifier for Object Recognition in Image Sequences. - Peter Pachowicz; Sung Wook Baik (IJCNN (6), 2000)

Application of a distributed data mining approach to network intrusion detection. - Jerzy W. Bala; Sung Baik; Ali Hadjarian; B. K. Gogia; Chris Manthorne (AAMAS, 2002)

Online model modification for adaptive texture recognition in image sequences. - Sung Wook Baik; Peter W. Pachowicz (IEEE Trans. Syst. Man Cybern. Part A, 2002)

Adaptive Segmentation of Remote-Sensing Images for Aerial Surveillance. - Sung Wook Baik; Sung Mahn Ahn; Jong Weon Lee 002; Khin K. Win (CAIP, 2003)

Adaptive Image Classification for Aerial Photo Image Retrieval. - Sung Wook Baik; Ran Baik (Australian Conference on Artificial Intelligence, 2004)

Adaptive Object Recognition with Image Feature Interpolation. - Sung Wook Baik; Ran Baik (Australian Conference on Artificial Intelligence, 2004)

A Design and Analysis of Circulant Preconditioners. - Ran Baik; Sung Wook Baik (CIS, 2004)

An Agent Based Privacy Preserving Mining for Distributed Databases. - Sung Wook Baik; Jerzy W. Bala; Dae Woong Rhee (CIS, 2004)

Genetic Evolution Approach for Target Movement Prediction. - Sung Baik; Jerzy W. Bala; Ali Hadjarian; Peter Pachowicz (International Conference on Computational Science, 2004)

Adaptive Texture Recognition in Image Sequences with Prediction through Features Interpolation. - Sung Baik; Ran Baik (ICCSA (3), 2004)

A Decision Tree Algorithm for Distributed Data Mining: Towards Network Intrusion Detection. - Sung Baik; Jerzy W. Bala (ICCSA (4), 2004)

Visualizing Predictive Models in Decision Tree Generation. - Sung Baik; Jerzy W. Bala; Sung Ahn (ICCSA (4), 2004)

Texture Feature Extraction and Selection for Classification of Images in a Sequence. - Khin K. Win; Sung Baik; Ran Baik; Sung Ahn; Sang Kim; Yung Jo (IWCIA, 2004)

A Naïve Geography Analyst System with Cognitive Support of Imagery Exploitation. - Sung Baik; Jerzy W. Bala; Ali Hadjarian; Peter Pachowicz (MICAI, 2004)

Agent Based Distributed Data Mining. - Sung Wook Baik; Jerzy W. Bala; Ju Sang Cho (PDCAT, 2004)

Background Modeling Using Color, Disparity, and Motion Information. - Jong Weon Lee 002; Hyo Sung Jeon; Sung Min Moon; Sung Wook Baik (ACIVS, 2005)

Moving Target Prediction Using Evolutionary Algorithms. - Sung Baik; Jerzy W. Bala; Ali Hadjarian; Peter Pachowicz; Ran Baik (Canadian AI, 2005)

Performance Evaluation of an Agent Based Distributed Data Mining System. - Sung Baik; Ju Cho; Jerzy W. Bala (Canadian AI, 2005)

Neural Network Based Adult Image Classification. - Wonil Kim; Han-Ku Lee; Seong-Joon Yoo; Sung Wook Baik (ICANN (1), 2005)

Visualization for Genetic Evolution of Target Movement in Battle Fields. - Sung Baik; Jerzy W. Bala; Ali Hadjarian; Peter Pachowicz; Ju Sang Cho; Seungbin Moon (International Conference on Computational Science (3), 2005)

Implementation of a Distributed Data Mining System. - Ju Sang Cho; Sung Wook Baik; Jerzy W. Bala (International Conference on Computational Science (3), 2005)

Estimating 3D Object Coordinates from Markerless Scenes. - Ki Woon Kwon; Sung Wook Baik; Seong-Whan Lee (International Conference on Computational Science (3), 2005)

Minimal RBF Networks by Gaussian Mixture Model. - Sung Mahn Ahn; Sung Baik (ICIC (1), 2005)

Distributed Visual Interfaces for Collaborative Exploration of Data Spaces. - Sung Baik; Jerzy W. Bala; Yung Jo (KES (1), 2005)

Aerial Photograph Image Retrieval Using the MPEG-7 Texture Descriptors. - Sang Kim; Sung Baik; Yung Jo; Seungbin Moon; Dae Woong Rhee (KES (2), 2005)

Aerial Photo Image Retrieval Using Adaptive Image Classification. - Sung Wook Baik; Moon Seok Jeong; Ran Baik (KES (3), 2006)

A Robust Localization Method for Mobile Robots Based on Ceiling Landmarks. - Viet Thang Nguyen; Moon Seok Jeong; Sung Mahn Ahn; Seungbin Moon; Sung Wook Baik (MDAI, 2007)

Texture feature representation in dynamic environments. - Kyeong Deok Woo; Sung Gook Kim; Sung Wook Baik (HPCS, 2010)

Distributed Data Mining System Based on Multi-agent Communication Mechanism. - Sung Gook Kim; Kyeong Deok Woo; Jerzy W. Bala; Sung Wook Baik (KES-AMSTA (2), 2010)

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

A Cartoon Image Classification System Using MPEG-7 Descriptors. - Junghyun Kim; Sung Wook Baik; Kangseok Kim; Changduk Jung; Wonil Kim (AICI (2), 2011)

IGC: An Image Genre Classification System. - Joo Hwan Lee; Sung Wook Baik; Kangseok Kim; Changduk Jung; Wonil Kim (AICI (2), 2011)

A Study on the Generation of OLAP Data Cube Based on 3D Visualization Interaction. - 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 (ICCSA Workshops, 2011)

Neural network modeling of inter-characteristics of silicon nitride film deposited by using a plasma-enhanced chemical vapor deposition. - Su Jin Lee; Byungwhan Kim; Sung Wook Baik (Expert Syst. Appl., 2011)

Smart Desk: A Single Interface Based File Sharing System. - Naveed Ejaz; Sung Wook Baik; Ran Baik (ICITCS, 2012)

Feature Reduction and Noise Removal in SURF Framework for Efficient Object Recognition in Images. - Naveed Ejaz; Ran Baik; Sung Wook Baik (ICITCS, 2012)

Automatic Segmentation of Region of Interests in MR Images Using Saliency Information and Active Contours. - Irfan Mehmood; Ran Baik; Sung Wook Baik (ICITCS, 2012)

Digital Image Magnification Using Gaussian-Edge Directed Interpolation. - Muhammad Sajjad; Ran Baik; Sung Wook Baik (ICITCS, 2012)

Multi-scale Information Maximization Based Visual Attention Modeling for Video Summarization. - Naveed Ejaz; Irfan Mehmood; Waleed Ejaz; Sung Wook Baik (NGMAST, 2012)

Anisotropic Diffusion based Brain MRI Segmentation and 3D Reconstruction. - M. Arfan Jaffar; Sultan Zia; Ghazanfar Latif; Anwar M. Mirza; Irfan Mehmood; Naveed Ejaz; Sung Wook Baik (Int. J. Comput. Intell. Syst., 2012)

Adaptive key frame extraction for video summarization using an aggregation mechanism. - Naveed Ejaz; Tayyab Bin Tariq; Sung Wook Baik (J. Vis. Commun. Image Represent., 2012)

Video summarization using a network of radial basis functions. - Naveed Ejaz; Sung Wook Baik (Multim. Syst., 2012)

Prioritization of brain MRI volumes using medical image perception model and tumor region segmentation. - Irfan Mehmood; Naveed Ejaz; Muhammad Sajjad; Sung Wook Baik (Comput. Biol. Medicine, 2013)

Efficient visual attention based framework for extracting key frames from videos. - Naveed Ejaz; Irfan Mehmood; Sung Wook Baik (Signal Process. Image Commun., 2013)

Feature aggregation based visual attention model for video summarization. - Naveed Ejaz; Irfan Mehmood; Sung Wook Baik (Comput. Electr. Eng., 2014)

Video summarization based tele-endoscopy: a service to efficiently manage visual data generated during wireless capsule endoscopy procedure. - Irfan Mehmood; Muhammad Sajjad; Sung Wook Baik (J. Medical Syst., 2014)

Erratum to: Video Summarization Based Tele-endoscopy: A Service to Efficiently Manage Visual Data Generated During Wireless Capsule Endoscopy Procedure. - Irfan Mehmood; Muhammad Sajjad; Sung Wook Baik (J. Medical Syst., 2014)

Adaptive image data hiding using transformation and error replacement. - Naveed Ejaz; Jamil Anwar; Muhammad Ishtiaq; Sung Wook Baik (Multim. Tools Appl., 2014)

Multi-kernel based adaptive interpolation for image super-resolution. - Muhammad Sajjad; Naveed Ejaz; Sung Wook Baik (Multim. Tools Appl., 2014)

Mobile-Cloud Assisted Video Summarization Framework for Efficient Management of Remote Sensing Data Generated by Wireless Capsule Sensors. - Irfan Mehmood; Muhammad Sajjad; Sung Wook Baik (Sensors, 2014)

Sparse Representations-Based Super-Resolution of Key-Frames Extracted from Frames-Sequences Generated by a Visual Sensor Network. - Muhammad Sajjad; Irfan Mehmood; Sung Wook Baik (Sensors, 2014)

SSH: Salient Structures Histogram for Content Based Image Retrieval. - Jamil Ahmad; Muhammad Sajjad; Irfan Mehmood; Sung Wook Baik (NBiS, 2015)

Describing Colors, Textures and Shapes for Content Based Image Retrieval - A Survey. - Jamil Ahmad; Muhammad Sajjad; Irfan Mehmood; Seungmin Rho; Sung Wook Baik (CoRR, 2015)

Ontology-based Secure Retrieval of Semantically Significant Visual Contents. - Khan Muhammad 001; Irfan Mehmood; Mi Young Lee; Su Mi Ji; Sung Wook Baik (CoRR, 2015)

Saliency-directed prioritization of visual data in wireless surveillance networks. - Irfan Mehmood; Muhammad Sajjad; Waleed Ejaz; Sung Wook Baik (Inf. Fusion, 2015)

A Secure Method for Color Image Steganography using Gray-Level Modification and Multi-level Encryption. - Khan Muhammad 001; Jamil Ahmad; Haleem Farman; Zahoor Jan; Muhammad Sajjad; Sung Wook Baik (KSII Trans. Internet Inf. Syst., 2015)

Image super-resolution using sparse coding over redundant dictionary based on effective image representations. - Muhammad Sajjad; Irfan Mehmood; Sung Wook Baik (J. Vis. Commun. Image Represent., 2015)

Digital image super-resolution using adaptive interpolation based on Gaussian function. - Muhammad Sajjad; Naveed Ejaz; Irfan Mehmood; Sung Wook Baik (Multim. Tools Appl., 2015)

Gender Identification using MFCC for Telephone Applications - A Comparative Study. - Jamil Ahmad; Mustansar Fiaz; Soon-il Kwon; Maleerat Sodanil; Bay Vo; Sung Wook Baik (CoRR, 2016)

Divide-and-Conquer based Ensemble to Spot Emotions in Speech using MFCC and Random Forest. - Abdul Malik Badshah; Jamil Ahmad; Mi Young Lee; Sung Wook Baik (CoRR, 2016)

Divide-and-conquer based summarization framework for extracting affective video content. - Irfan Mehmood; Muhammad Sajjad; Seungmin Rho; Sung Wook Baik (Neurocomputing, 2016)

Dual-Level Security based Cyclic18 Steganographic Method and its Application for Secure Transmission of Keyframes during Wireless Capsule Endoscopy. - Khan Muhammad 001; Muhammad Sajjad; Sung Wook Baik (J. Medical Syst., 2016)

Multi-scale local structure patterns histogram for describing visual contents in social image retrieval systems. - Jamil Ahmad; Muhammad Sajjad; Seungmin Rho; Sung Wook Baik (Multim. Tools Appl., 2016)

A novel magic LSB substitution method (M-LSB-SM) using multi-level encryption and achromatic component of an image. - Khan Muhammad 001; Muhammad Sajjad; Irfan Mehmood; Seungmin Rho; Sung Wook Baik (Multim. Tools Appl., 2016)

Basis pursuit denoising-based image superresolution using a redundant set of atoms. - Muhammad Sajjad; Irfan Mehmood; Naveed Abbas; Sung Wook Baik (Signal Image Video Process., 2016)

Leukocytes Classification and Segmentation in Microscopic Blood Smear: A Resource-Aware Healthcare Service in Smart Cities. - Muhammad Sajjad; Siraj Khan; Zahoor Jan; Khan Muhammad 001; Hyeonjoon Moon; Jin Tae Kwak; Seungmin Rho; Sung Wook Baik; Irfan Mehmood (IEEE Access, 2017)

Efficient visual attention driven framework for key frames extraction from hysteroscopy videos. - Khan Muhammad 001; Muhammad Sajjad; Mi Young Lee; Sung Wook Baik (Biomed. Signal Process. Control., 2017)

Embedded deep vision in smart cameras for multi-view objects representation and retrieval. - Jamil Ahmad; Irfan Mehmood; Seungmin Rho; Naveen K. Chilamkurti; Sung Wook Baik (Comput. Electr. Eng., 2017)

Mining erasable itemsets with subset and superset itemset constraints. - Bay Vo; Tuong Le; Witold Pedrycz; Giang Nguyen; Sung Wook Baik (Expert Syst. Appl., 2017)

Endoscopic Image Classification and Retrieval using Clustered Convolutional Features. - Jamil Ahmad; Khan Muhammad 001; Mi Young Lee; Sung Wook Baik (J. Medical Syst., 2017)

Saliency-weighted graphs for efficient visual content description and their applications in real-time image retrieval systems. - Jamil Ahmad; Muhammad Sajjad; Irfan Mehmood; Seungmin Rho; Sung Wook Baik (J. Real Time Image Process., 2017)

Efficient object-based surveillance image search using spatial pooling of convolutional features. - Jamil Ahmad; Irfan Mehmood; Sung Wook Baik (J. Vis. Commun. Image Represent., 2017)

Analysis of interaction trace maps for active authentication on smart devices. - Jamil Ahmad; Muhammad Sajjad; Zahoor Jan; Irfan Mehmood; Seungmin Rho; Sung Wook Baik (Multim. Tools Appl., 2017)

Image steganography for authenticity of visual contents in social networks. - Khan Muhammad 001; Jamil Ahmad; Seungmin Rho; Sung Wook Baik (Multim. Tools Appl., 2017)

Mobile-cloud assisted framework for selective encryption of medical images with steganography for resource-constrained devices. - Muhammad Sajjad; Khan Muhammad 001; Sung Wook Baik; Seungmin Rho; Zahoor Jan; Sang-Soo Yeo; Irfan Mehmood (Multim. Tools Appl., 2017)

Convolutional Neural Networks Based Fire Detection in Surveillance Videos. - Khan Muhammad 001; Jamil Ahmad; Irfan Mehmood; Seungmin Rho; Sung Wook Baik (IEEE Access, 2018)

Action Recognition in Video Sequences using Deep Bi-Directional LSTM With CNN Features. - Amin Ullah; Jamil Ahmad; Khan Muhammad 001; Muhammad Sajjad; Sung Wook Baik (IEEE Access, 2018)

Ensemble-classifiers-assisted detection of cerebral microbleeds in brain MRI. - Tayyab Ateeq; Muhammad Nadeem Majeed; Syed Muhammad Anwar; Muazzam Maqsood; Zahoor-Ur Rehman; Jong Weon Lee 002; Khan Muhammad 001; Shuihua Wang; Sung Wook Baik; Irfan Mehmood (Comput. Electr. Eng., 2018)

Machine learning-assisted signature and heuristic-based detection of malwares in Android devices. - Zahoor-Ur Rehman; Sidra Nasim Khan; Khan Muhammad 001; Jong Weon Lee 002; Zhihan Lv; Sung Wook Baik; Peer Azmat Shah; Khalid Mahmood Awan; Irfan Mehmood (Comput. Electr. Eng., 2018)

Facial appearance and texture feature-based robust facial expression recognition framework for sentiment knowledge discovery. - Muhammad Sajjad; Adnan Shah; Zahoor Jan; Syed Inayat Ali Shah; Sung Wook Baik; Irfan Mehmood (Clust. Comput., 2018)

Privacy-preserving image retrieval for mobile devices with deep features on the cloud. - Nasir Rahim; Jamil Ahmad; Khan Muhammad 001; Arun Kumar Sangaiah; Sung Wook Baik (Comput. Commun., 2018)

Efficient algorithms for mining top-rank-k erasable patterns using pruning strategies and the subsume concept. - Tuong Le; Bay Vo; Sung Wook Baik (Eng. Appl. Artif. Intell., 2018)

Multi-scale contrast and relative motion-based key frame extraction. - Naveed Ejaz; Sung Wook Baik; Hammad Majeed; Hangbae Chang; Irfan Mehmood (EURASIP J. Image Video Process., 2018)

Object-oriented convolutional features for fine-grained image retrieval in large surveillance datasets. - Jamil Ahmad; Khan Muhammad 001; Sambit Bakshi; Sung Wook Baik (Future Gener. Comput. Syst., 2018)

Image steganography using uncorrelated color space and its application for security of visual contents in online social networks. - Khan Muhammad 001; Muhammad Sajjad; Irfan Mehmood; Seungmin Rho; Sung Wook Baik (Future Gener. Comput. Syst., 2018)

Early fire detection using convolutional neural networks during surveillance for effective disaster management. - Khan Muhammad 001; Jamil Ahmad; Sung Wook Baik (Neurocomputing, 2018)

Medical Image Retrieval with Compact Binary Codes Generated in Frequency Domain Using Highly Reactive Convolutional Features. - Jamil Ahmad; Khan Muhammad 001; Sung Wook Baik (J. Medical Syst., 2018)

Video Retrieval System for Meniscal Surgery to Improve Health Care Services. - Sana Amanat; Muhammad Idrees; Muhammad Usman Ghani Khan; Zahoor-Ur Rehman; Hangbae Chang; Irfan Mehmood; Sung Wook Baik (J. Sensors, 2018)

ARM-AMO: An efficient association rule mining algorithm based on animal migration optimization. - Le Hoang Son; Francisco Chiclana; Raghvendra Kumar 001; Mamta Mittal; Manju Khari; Jyotir Moy Chatterjee; Sung Wook Baik (Knowl. Based Syst., 2018)

A Route Optimized Distributed IP-Based Mobility Management Protocol for Seamless Handoff across Wireless Mesh Networks. - Peer Azmat Shah; Khalid Mahmood Awan; Zahoor-Ur Rehman; Khalid Iqbal; Farhan Aadil; Khan Muhammad 001; Irfan Mehmood; Sung Wook Baik (Mob. Networks Appl., 2018)

Determining speaker attributes from stress-affected speech in emergency situations with hybrid SVM-DNN architecture. - Jamil Ahmad; Muhammad Sajjad; Seungmin Rho; Soon-il Kwon; Mi Young Lee; Sung Wook Baik (Multim. Tools Appl., 2018)

Integrating salient colors with rotational invariant texture features for image representation in retrieval systems. - Muhammad Sajjad; Amin Ullah; Jamil Ahmad; Naveed Abbas; Seungmin Rho; Sung Wook Baik (Multim. Tools Appl., 2018)

Oversampling Techniques for Bankruptcy Prediction: Novel Features from a Transaction Dataset. - Tuong Le; Mi Young Lee; Jun Ryeol Park; Sung Wook Baik (Symmetry, 2018)

A Cluster-Based Boosting Algorithm for Bankruptcy Prediction in a Highly Imbalanced Dataset. - Tuong Le; Le Hoang Son; Minh Thanh Vo; Mi Young Lee; Sung Wook Baik (Symmetry, 2018)

Efficient Conversion of Deep Features to Compact Binary Codes Using Fourier Decomposition for Multimedia Big Data. - Jamil Ahmad; Khan Muhammad 001; Jaime Lloret 001; Sung Wook Baik (IEEE Trans. Ind. Informatics, 2018)

Secure Surveillance Framework for IoT Systems Using Probabilistic Image Encryption. - Khan Muhammad 001; Rafik Hamza; Jamil Ahmad; Jaime Lloret 001; Haoxiang Wang 001; Sung Wook Baik (IEEE Trans. Ind. Informatics, 2018)

DeepStar: Detecting Starring Characters in Movies. - Ijaz Ul Haq; Khan Muhammad 001; Amin Ullah; Sung Wook Baik (IEEE Access, 2019)

Kernel Context Recommender System (KCR): A Scalable Context-Aware Recommender System Algorithm. - Misbah Iqbal; Mustansar Ali Ghazanfar; Asma Sattar; Muazzam Maqsood; Salabat Khan; Irfan Mehmood; Sung Wook Baik (IEEE Access, 2019)

SPPC: a new tree structure for mining erasable patterns in data streams. - Tuong Le; Bay Vo; Philippe Fournier-Viger; Mi Young Lee; Sung Wook Baik (Appl. Intell., 2019)

A New Approach for Construction of Geodemographic Segmentation Model and Prediction Analysis. - Hoang Viet Long; Le Hoang Son; Manju Khari; Kanika Arora; Siddharth Chopra; Raghvendra Kumar 001; Tuong Le; Sung Wook Baik (Comput. Intell. Neurosci., 2019)

Intelligent and Energy-Efficient Data Prioritization in Green Smart Cities: Current Challenges and Future Directions. - Khan Muhammad 001; Jaime Lloret 001; Sung Wook Baik (IEEE Commun. Mag., 2019)

Personalized Movie Summarization Using Deep CNN-Assisted Facial Expression Recognition. - Ijaz Ul Haq; Amin Ullah; Khan Muhammad 001; Mi Young Lee; Sung Wook Baik (Complex., 2019)

A Hybrid Approach Using Oversampling Technique and Cost-Sensitive Learning for Bankruptcy Prediction. - Tuong Le; Minh Thanh Vo; Bay Vo; Mi Young Lee; Sung Wook Baik (Complex., 2019)

Action recognition using optimized deep autoencoder and CNN for surveillance data streams of non-stationary environments. - Amin Ullah; Khan Muhammad 001; Ijaz Ul Haq; Sung Wook Baik (Future Gener. Comput. Syst., 2019)

Movie scene segmentation using object detection and set theory. - Ijaz Ul Haq; Khan Muhammad 001; Tanveer Hussain; Soon-il Kwon; Maleerat Sodanil; Sung Wook Baik; Mi Young Lee (Int. J. Distributed Sens. Networks, 2019)

Mobile edge computing based QoS optimization in medical healthcare applications. - Ali Hassan Sodhro; Zongwei Luo; Arun Kumar Sangaiah; Sung Wook Baik (Int. J. Inf. Manag., 2019)

Energy-Efficient Deep CNN for Smoke Detection in Foggy IoT Environment. - Salman Khan 004; Khan Muhammad 001; Shahid Mumtaz; Sung Wook Baik; Victor Hugo C. de Albuquerque (IEEE Internet Things J., 2019)

A fast and accurate approach for bankruptcy forecasting using squared logistics loss with GPU-based extreme gradient boosting. - Tuong Le; Bay Vo; Hamido Fujita; Ngoc Thanh Nguyen 001; Sung Wook Baik (Inf. Sci., 2019)

Raspberry Pi assisted facial expression recognition framework for smart security in law-enforcement services. - Muhammad Sajjad; Mansoor Nasir; Fath U Min Ullah; Khan Muhammad 001; Arun Kumar Sangaiah; Sung Wook Baik (Inf. Sci., 2019)

Multi-grade brain tumor classification using deep CNN with extensive data augmentation. - Muhammad Sajjad; Salman Khan 004; Khan Muhammad 001; Wanqing Wu; Amin Ullah; Sung Wook Baik (J. Comput. Sci., 2019)

Partially shaded sketch-based image search in real mobile device environments via sketch-oriented compact neural codes. - Jamil Ahmad; Khan Muhammad 001; Syed Inayat Ali Shah; Arun Kumar Sangaiah; Sung Wook Baik (J. Real Time Image Process., 2019)

Deep features-based speech emotion recognition for smart affective services. - Abdul Malik Badshah; Nasir Rahim; Noor Ullah; Jamil Ahmad; Khan Muhammad 001; Mi Young Lee; Soon-il Kwon; Sung Wook Baik (Multim. Tools Appl., 2019)

An efficient computerized decision support system for the analysis and 3D visualization of brain tumor. - Irfan Mehmood; Muhammad Sajjad; Khan Muhammad 001; Syed Inayat Ali Shah; Arun Kumar Sangaiah; Muhammad Shoaib; Sung Wook Baik (Multim. Tools Appl., 2019)

CNN-based anti-spoofing two-tier multi-factor authentication system. - Muhammad Sajjad; Salman Khan 004; Tanveer Hussain; Khan Muhammad 001; Arun Kumar Sangaiah; Aniello Castiglione; Christian Esposito 001; Sung Wook Baik (Pattern Recognit. Lett., 2019)

Violence Detection Using Spatiotemporal Features with 3D Convolutional Neural Network. - Fath U Min Ullah; Amin Ullah; Khan Muhammad 001; Ijaz Ul Haq; Sung Wook Baik (Sensors, 2019)

A Robust Framework for Self-Care Problem Identification for Children with Disability. - Tuong Le; Sung Wook Baik (Symmetry, 2019)

Activity Recognition Using Temporal Optical Flow Convolutional Features and Multilayer LSTM. - Amin Ullah; Khan Muhammad 001; Javier Del Ser; Sung Wook Baik; Victor Hugo C. de Albuquerque (IEEE Trans. Ind. Electron., 2019)

Efficient Fire Detection for Uncertain Surveillance Environment. - Khan Muhammad 001; Salman Khan 004; Mohamed Elhoseny; Syed Hassan Ahmed; Sung Wook Baik (IEEE Trans. Ind. Informatics, 2019)

Efficient Deep CNN-Based Fire Detection and Localization in Video Surveillance Applications. - Khan Muhammad 001; Jamil Ahmad; Zhihan Lv; Paolo Bellavista; Po Yang 001; Sung Wook Baik (IEEE Trans. Syst. Man Cybern. Syst., 2019)

One-Shot Learning for Surveillance Anomaly Recognition using Siamese 3D CNN. - Amin Ullah; Khan Muhammad 001; Kilichbek Haydarov; Ijaz Ul Haq; Mi Young Lee; Sung Wook Baik (IJCNN, 2020)

An Adaptive Filtering Technique for Segmentation of Tuberculosis in Microscopic Images. - Zulfiqar Ahmad Khan; Waseem Ullah; Amin Ullah; Seungmin Rho; Mi Young Lee; Sung Wook Baik (NLPIR, 2020)

A Novel CNN-GRU-Based Hybrid Approach for Short-Term Residential Load Forecasting. - Muhammad Sajjad; Zulfiqar Ahmad Khan; Amin Ullah; Tanveer Hussain; Waseem Ullah; Mi Young Lee; Sung Wook Baik (IEEE Access, 2020)

Event-Oriented 3D Convolutional Features Selection and Hash Codes Generation Using PCA for Video Retrieval. - Amin Ullah; Khan Muhammad 001; Tanveer Hussain; Sung Wook Baik; Victor Hugo C. de Albuquerque (IEEE Access, 2020)

Short-Term Prediction of Residential Power Energy Consumption via CNN and Multi-Layer Bi-Directional LSTM Networks. - Fath U Min Ullah; Amin Ullah; Ijaz Ul Haq; Seungmin Rho; Sung Wook Baik (IEEE Access, 2020)

Mining top-k frequent patterns from uncertain databases. - Tuong Le; Bay Vo; Van-Nam Huynh; Ngoc Thanh Nguyen 001; Sung Wook Baik (Appl. Intell., 2020)

Raspberry Pi assisted face recognition framework for enhanced law-enforcement services in smart cities. - Muhammad Sajjad; Mansoor Nasir; Khan Muhammad 001; Siraj Khan; Zahoor Jan; Arun Kumar Sangaiah; Mohamed Elhoseny; Sung Wook Baik (Future Gener. Comput. Syst., 2020)

Egocentric visual scene description based on human-object interaction and deep spatial relations among objects. - Gulraiz Khan; Muhammad Usman Ghani 001; Aiman Siddiqi; Zahoor-Ur Rehman; Sanghyun Seo; Sung Wook Baik; Irfan Mehmood (Multim. Tools Appl., 2020)

Efficient CNN based summarization of surveillance videos for resource-constrained devices. - Khan Muhammad 001; Tanveer Hussain; Sung Wook Baik (Pattern Recognit. Lett., 2020)

Bagging Ensemble of Multilayer Perceptrons for Missing Electricity Consumption Data Imputation. - Seungwon Jung; Jihoon Moon; Sungwoo Park; Seungmin Rho; Sung Wook Baik; Eenjun Hwang (Sensors, 2020)

Towards Efficient Electricity Forecasting in Residential and Commercial Buildings: A Novel Hybrid CNN with a LSTM-AE based Framework. - Zulfiqar Ahmad Khan; Tanveer Hussain; Amin Ullah; Seungmin Rho; Mi Young Lee; Sung Wook Baik (Sensors, 2020)

Multiple Electric Energy Consumption Forecasting Using a Cluster-Based Strategy for Transfer Learning in Smart Building. - Tuong Le; Minh Thanh Vo; Tung Kieu; Eenjun Hwang; Seungmin Rho; Sung Wook Baik (Sensors, 2020)

Towards Efficient Building Designing: Heating and Cooling Load Prediction via Multi-Output Model. - Muhammad Sajjad; Samee Ullah Khan; Noman Khan; Ijaz Ul Haq; Amin Ullah; Mi Young Lee; Sung Wook Baik (Sensors, 2020)

Deep Learning Assisted Buildings Energy Consumption Profiling Using Smart Meter Data. - Amin Ullah; Kilichbek Haydarov; Ijaz Ul Haq; Khan Muhammad 001; Seungmin Rho; Mi Young Lee; Sung Wook Baik (Sensors, 2020)

Intelligent Embedded Vision for Summarization of Multiview Videos in IIoT. - Tanveer Hussain; Khan Muhammad 001; Javier Del Ser; Sung Wook Baik; Victor Hugo C. de Albuquerque (IEEE Trans. Ind. Informatics, 2020)

Cloud-Assisted Multiview Video Summarization Using CNN and Bidirectional LSTM. - Tanveer Hussain; Khan Muhammad 001; Amin Ullah; Zehong Cao; Sung Wook Baik; Victor Hugo C. de Albuquerque (IEEE Trans. Ind. Informatics, 2020)

A Comparative Analysis of Efficient CNN-based Brain Tumor Classification Models. - Tanveer Hussain; Amin Ullah; Umair Haroon; Khan Muhammad 001; Sung Wook Baik (Generalization with Deep Learning, 2021)

Batteries State of Health Estimation via Efficient Neural Networks With Multiple Channel Charging Profiles. - Noman Khan; Fath U Min Ullah; Afnan; Amin Ullah; Mi Young Lee; Sung Wook Baik (IEEE Access, 2021)

Efficient activity recognition using lightweight CNN and DS-GRU network for surveillance applications. - Amin Ullah; Khan Muhammad 001; Weiping Ding 001; Vasile Palade; Ijaz Ul Haq; Sung Wook Baik (Appl. Soft Comput., 2021)

Densely Deformable Efficient Salient Object Detection Network. - Tanveer Hussain; Saeed Anwar; Amin Ullah; Khan Muhammad 001; Sung Wook Baik (CoRR, 2021)

Conflux LSTMs Network: A Novel Approach for Multi-View Action Recognition. - Amin Ullah; Khan Muhammad 001; Tanveer Hussain; Sung Wook Baik (Neurocomputing, 2021)

QuickLook: Movie summarization using scene-based leading characters with psychological cues fusion. - Ijaz Ul Haq; Khan Muhammad 001; Tanveer Hussain; Javier Del Ser; Muhammad Sajjad; Sung Wook Baik (Inf. Fusion, 2021)

An Efficient Deep Learning Framework for Intelligent Energy Management in IoT Networks. - Tao Han 004; Khan Muhammad 001; Tanveer Hussain; Jaime Lloret 001; Sung Wook Baik (IEEE Internet Things J., 2021)

Multiview Summarization and Activity Recognition Meet Edge Computing in IoT Environments. - Tanveer Hussain; Khan Muhammad 001; Amin Ullah; Javier Del Ser; Amir H. Gandomi; Muhammad Sajjad; Sung Wook Baik; Victor Hugo C. de Albuquerque (IEEE Internet Things J., 2021)

SD-Net: Understanding overcrowded scenes in real-time via an efficient dilated convolutional neural network. - Noman Khan; Amin Ullah; Ijaz Ul Haq; Varun G. Menon; Sung Wook Baik (J. Real Time Image Process., 2021)

CNN features with bi-directional LSTM for real-time anomaly detection in surveillance networks. - Waseem Ullah; Amin Ullah; Ijaz Ul Haq; Khan Muhammad 001; Muhammad Sajjad; Sung Wook Baik (Multim. Tools Appl., 2021)

A comprehensive survey of multi-view video summarization. - Tanveer Hussain; Khan Muhammad 001; Weiping Ding 001; Jaime Lloret 001; Sung Wook Baik; Victor Hugo C. de Albuquerque (Pattern Recognit., 2021)

Atrous Convolutions and Residual GRU Based Architecture for Matching Power Demand with Supply. - Samee Ullah Khan; Ijaz Ul Haq; Zulfiqar Ahmad Khan; Noman Khan; Mi Young Lee; Sung Wook Baik (Sensors, 2021)

An Efficient Anomaly Recognition Framework Using an Attention Residual LSTM in Surveillance Videos. - Waseem Ullah; Amin Ullah; Tanveer Hussain; Zulfiqar Ahmad Khan; Sung Wook Baik (Sensors, 2021)

Pyramidal Attention for Saliency Detection. - Tanveer Hussain; Abbas Anwar; Saeed Anwar; Lars Petersson; Sung Wook Baik (CVPR Workshops, 2022)

A Hybrid Deep Learning-Based Network for Photovoltaic Power Forecasting. - Altaf Hussain; Zulfiqar Ahmad Khan; Tanveer Hussain; Fath U Min Ullah; Seungmin Rho; Sung Wook Baik (Complex., 2022)

Deep Learning-Assisted Short-Term Power Load Forecasting Using Deep Convolutional LSTM and Stacked GRU. - Fath U Min Ullah; Amin Ullah; Noman Khan; Mi Young Lee; Seungmin Rho; Sung Wook Baik (Complex., 2022)

Artificial Intelligence of Things-assisted two-stream neural network for anomaly detection in surveillance Big Video Data. - Waseem Ullah; Amin Ullah; Tanveer Hussain; Khan Muhammad 001; Ali Asghar Heidari; Javier Del Ser; Sung Wook Baik; Victor Hugo C. de Albuquerque (Future Gener. Comput. Syst., 2022)

Learning to rank: An intelligent system for person reidentification. - Samee Ullah Khan; Ijaz Ul Haq; Noman Khan; Khan Muhammad 001; Mohammad Hijji; Sung Wook Baik (Int. J. Intell. Syst., 2022)

Enabling automation and edge intelligence over resource constraint IoT devices for smart home. - Mansoor Nasir; Khan Muhammad 001; Amin Ullah; Jamil Ahmad; Sung Wook Baik; Muhammad Sajjad (Neurocomputing, 2022)

Intelligent dual stream CNN and echo state network for anomaly detection. - Waseem Ullah; Tanveer Hussain; Zulfiqar Ahmad Khan; Umair Haroon; Sung Wook Baik (Knowl. Based Syst., 2022)

Damaged Building Detection From Post-Earthquake Remote Sensing Imagery Considering Heterogeneity Characteristics. - Yakun Xie; Dejun Feng; Hongyu Chen 004; Zichen Liu; Wenfei Mao; Jun Zhu 007; Ya Hu; Sung Wook Baik (IEEE Trans. Geosci. Remote. Sens., 2022)

Clustering Feature Constraint Multiscale Attention Network for Shadow Extraction From Remote Sensing Images. - Yakun Xie; Dejun Feng; Xingyu Shen; Yangge Liu; Jun Zhu 007; Tanveer Hussain; Sung Wook Baik (IEEE Trans. Geosci. Remote. Sens., 2022)

A Multi-Stream Sequence Learning Framework for Human Interaction Recognition. - Umair Haroon; Amin Ullah; Tanveer Hussain; Waseem Ullah; Muhammad Sajjad; Khan Muhammad 001; Mi Young Lee; Sung Wook Baik (IEEE Trans. Hum. Mach. Syst., 2022)

AI-Assisted Edge Vision for Violence Detection in IoT-Based Industrial Surveillance Networks. - Fath U Min Ullah; Khan Muhammad 001; Ijaz Ul Haq; Noman Khan; Ali Asghar Heidari; Sung Wook Baik; Victor Hugo C. de Albuquerque (IEEE Trans. Ind. Informatics, 2022)

Optimized Dual Fire Attention Network and Medium-Scale Fire Classification Benchmark. - Hikmat Yar; Tanveer Hussain; Mohit Agarwal 003; Zulfiqar Ahmad Khan; Suneet K. Gupta 001; Sung Wook Baik (IEEE Trans. Image Process., 2022)

PMAL: A Proxy Model Active Learning Approach for Vision Based Industrial Applications. - Abbas Khan; Ijaz Ul Haq; Tanveer Hussain; Khan Muhammad 001; Mohammad Hijji; Muhammad Sajjad; Victor Hugo C. de Albuquerque; Sung Wook Baik (ACM Trans. Multim. Comput. Commun. Appl., 2022)

An intelligent system for complex violence pattern analysis and detection. - Fath U Min Ullah; Mohammad S. Obaidat; Khan Muhammad 001; Amin Ullah; Sung Wook Baik; Fabio Cuzzolin; Joel J. P. C. Rodrigues; Victor Hugo C. de Albuquerque (Int. J. Intell. Syst., 2022)

CT-NET: A Novel Convolutional Transformer-Based Network for Short-Term Solar Energy Forecasting Using Climatic Information. - Muhammad Munsif; Fath U Min Ullah; Samee Ullah Khan; Noman Khan; Sung Wook Baik (Comput. Syst. Sci. Eng., 2023)

A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos. - Fath U Min Ullah; Mohammad S. Obaidat; Amin Ullah; Khan Muhammad 001; Mohammad Hijji; Sung Wook Baik (ACM Comput. Surv., 2023)

TransCNN: Hybrid CNN and transformer mechanism for surveillance anomaly detection. - Waseem Ullah; Tanveer Hussain; Fath U Min Ullah; Mi Young Lee; Sung Wook Baik (Eng. Appl. Artif. Intell., 2023)

eCubeLand: An Intelligent Multiview Video Data Modeling. - Tanveer Hussain; Samee Ullah Khan; Waseem Ullah; Ijaz Ul Haq; Min Je Kim; Mi Young Lee; Sung Wook Baik (IEEE Multim., 2023)

AD-Graph: Weakly Supervised Anomaly Detection Graph Neural Network. - Waseem Ullah; Tanveer Hussain; Fath U Min Ullah; Khan Muhammad 001; Mahmoud Hassaballah; Joel J. P. C. Rodrigues; Sung Wook Baik; Victor Hugo C. de Albuquerque (Int. J. Intell. Syst., 2023)

Efficient Person Reidentification for IoT-Assisted Cyber-Physical Systems. - Samee Ullah Khan; Ijaz Ul Haq; Noman Khan; Amin Ullah; Khan Muhammad 001; Huiling Chen 001; Sung Wook Baik; Victor Hugo C. de Albuquerque (IEEE Internet Things J., 2023)

AI-Assisted Hybrid Approach for Energy Management in IoT-Based Smart Microgrid. - Noman Khan; Samee Ullah Khan; Fath U Min Ullah; Mi Young Lee; Sung Wook Baik (IEEE Internet Things J., 2023)

Vision transformer attention with multi-reservoir echo state network for anomaly recognition. - Waseem Ullah; Tanveer Hussain; Sung Wook Baik (Inf. Process. Manag., 2023)

Visual Appearance and Soft Biometrics Fusion for Person Re-Identification Using Deep Learning. - Samee Ullah Khan; Noman Khan; Tanveer Hussain; Khan Muhammad 001; Mohammad Hijji; Javier Del Ser; Sung Wook Baik (IEEE J. Sel. Top. Signal Process., 2023)

Deep Learning Assists Surveillance Experts: Toward Video Data Prioritization. - Tanveer Hussain; Fath U Min Ullah; Samee Ullah Khan; Amin Ullah; Umair Haroon; Khan Muhammad 001; Sung Wook Baik; Victor Hugo C. de Albuquerque (IEEE Trans. Ind. Informatics, 2023)

Sequential attention mechanism for weakly supervised video anomaly detection. - Waseem Ullah; Fath U Min Ullah; Zulfiqar Ahmad Khan; Sung Wook Baik (Expert Syst. Appl., 2023)

A modified YOLOv5 architecture for efficient fire detection in smart cities. - Hikmat Yar; Zulfiqar Ahmad Khan; Fath U Min Ullah; Waseem Ullah; Sung Wook Baik (Expert Syst. Appl., 2023)

Dual Deep Learning Network for Abnormal Action Detection. - Fath U Min Ullah; Zulfiqar Ahmad Khan; Sung Wook Baik; Estefanía Talavera; Saeed Anwar; Khan Muhammad 001 (AVSS, 2024)

Medium Scale Benchmark for Cricket Excited Actions Understanding. - Altaf Hussain; Noman Khan; Muhammad Munsif; Min Je Kim; Sung Wook Baik (CVPR Workshops, 2024)

Deep Autoencoder-Based Hybrid Network for Building Energy Consumption Forecasting. - Noman Khan; Samee Ullah Khan; Sung Wook Baik (Comput. Syst. Sci. Eng., 2024)

An intelligent correlation learning system for person Re-identification. - Samee Ullah Khan; Noman Khan; Tanveer Hussain; Sung Wook Baik (Eng. Appl. Artif. Intell., 2024)

TDS-Net: Transformer enhanced dual-stream network for video Anomaly Detection. - Adnan Hussain; Waseem Ullah; Noman Khan; Zulfiqar Ahmad Khan; Min Je Kim; Sung Wook Baik (Expert Syst. Appl., 2024)

A modified vision transformer architecture with scratch learning capabilities for effective fire detection. - Hikmat Yar; Zulfiqar Ahmad Khan; Tanveer Hussain; Sung Wook Baik (Expert Syst. Appl., 2024)

Human centric attention with deep multiscale feature fusion framework for activity recognition in Internet of Medical Things. - Altaf Hussain; Samee Ullah Khan; Imad Rida; Noman Khan; Sung Wook Baik (Inf. Fusion, 2024)

An efficient deep learning architecture for effective fire detection in smart surveillance. - Hikmat Yar; Zulfiqar Ahmad Khan; Imad Rida; Waseem Ullah; Min Je Kim; Sung Wook Baik (Image Vis. Comput., 2024)

Industrial defective chips detection using deep convolutional neural network with inverse feature matching mechanism. - Waseem Ullah; Samee Ullah Khan; Min Je Kim; Altaf Hussain; Muhammad Munsif; Mi Young Lee; Daeho Seo; Sung Wook Baik (J. Comput. Des. Eng., 2024)

Contextual visual and motion salient fusion framework for action recognition in dark environments. - Muhammad Munsif; Samee Ullah Khan; Noman Khan; Altaf Hussain; Min Je Kim; Sung Wook Baik (Knowl. Based Syst., 2024)

AI-driven behavior biometrics framework for robust human activity recognition in surveillance systems. - Altaf Hussain; Samee Ullah Khan; Noman Khan; Mohammad Shabaz; Sung Wook Baik (Eng. Appl. Artif. Intell., 2024)

Deep-ReID: deep features and autoencoder assisted image patching strategy for person re-identification in smart cities surveillance. - Samee Ullah Khan; Tanveer Hussain; Amin Ullah; Sung Wook Baik (Multim. Tools Appl., 2024)

Deep multi-scale pyramidal features network for supervised video summarization. - Habib Khan; Tanveer Hussain; Samee Ullah Khan; Zulfiqar Ahmad Khan; Sung Wook Baik (Expert Syst. Appl., 2024)

A Trapezoid Attention Mechanism for Power Generation and Consumption Forecasting. - Zulfiqar Ahmad Khan; Tanveer Hussain; Waseem Ullah; Sung Wook Baik (IEEE Trans. Ind. Informatics, 2024)

Generative Adversarial Network-Assisted Framework for Power Management. - Noman Khan; Samee Ullah Khan; Ahmed Farouk; Sung Wook Baik (Cogn. Comput., 2024)

A Hybrid Transformer Framework for Efficient Activity Recognition Using Consumer Electronics. - Altaf Hussain; Samee Ullah Khan; Noman Khan; Mohammed Wasim Bhatt; Ahmed Farouk; Jyoti Bhola; Sung Wook Baik (IEEE Trans. Consumer Electron., 2024)

Darkness-Adaptive Action Recognition: Leveraging Efficient Tubelet Slow-Fast Network for Industrial Applications. - Muhammad Munsif; Noman Khan; Altaf Hussain; Min Je Kim; Sung Wook Baik (IEEE Trans. Ind. Informatics, 2024)

Hierarchical attention-based framework for enhanced prediction and optimization of organic and inorganic material synthesis. - Muhammad Munsif; Altaf Hussain; Zulfiqar Ahmad Khan; Min Je Kim; Sung Wook Baik (Adv. Eng. Informatics, 2025)

Edge-assisted framework for instant anomaly detection and cloud-based anomaly recognition in smart surveillance. - Adnan Hussain; Noman Khan; Zulfiqar Ahmad Khan; Hikmat Yar; Sung Wook Baik (Eng. Appl. Artif. Intell., 2025)

Optimized cross-module attention network and medium-scale dataset for effective fire detection. - Zulfiqar Ahmad Khan; Fath U Min Ullah; Hikmat Yar; Waseem Ullah; Noman Khan; Min Je Kim; Sung Wook Baik (Pattern Recognit., 2025)

Pseudo-Labeling Driven Refinement of Benchmark Object Detection Datasets via Analysis of Learning Patterns. - Min Je Kim; Muhammad Munsif; Altaf Hussain; Hikmat Yar; Sung Wook Baik (CoRR, 2025)

Big Data Analysis for Industrial Activity Recognition Using Attention-Inspired Sequential Temporal Convolution Network. - Altaf Hussain; Tanveer Hussain; Waseem Ullah; Samee Ullah Khan; Min Je Kim; Khan Muhammad 001; Javier Del Ser; Sung Wook Baik (IEEE Trans. Big Data, 2025)

Class-incremental learning network for real-time anomaly recognition in surveillance environments. - Adnan Hussain; Waseem Ullah; Noman Khan; Zulfiqar Ahmad Khan; Hikmat Yar; Sung Wook Baik (Pattern Recognit., 2026)