Publications

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Quick Links

• International Journal Papers (9)
• International Conference Papers (10)
• Domestic Journal Papers (1)
• Domestic Conference Papers (1)
• Patents Registration

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International Journal Papers

2026

1. Deep hybrid network with additive attention for accurate population forecasting
   Hikmat Yar, Adnan Hussain, Zulfiqar Ahmad Khan, Min Je Kim, Sung Wook Baik*
   Soft Computing, pp. 1-18, 2026 [🌐 Online]
2. Quality over quantity: a data-centric survey of annotation errors in object detection datasets
   Adnan Hussain, Kaleem Ullah, Muhammad Afaq, Muhammad Munsif, Altaf Hussain, Sung Wook Baik*
   Artificial Intelligence Review, 2026 [🌐 Online]
3. 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 Recognition, vol. 170, pp. 112064, 2026 [🌐 Online]
4. A novel deep learning framework for battery performance prediction over the operational lifespan
   Hikmat Yar, Zulfiqar Ahmad Khan, Adnan Hussain, Sang Il Yoon, Seoa Kim, Jungwook Choi, Chan Mi Jeon, Huisu Jeung, Kyungjung Kwon, Sung Wook Baik*
   Journal of Energy Storage, vol. 143, pp. 119359, 2026 [🌐 Online]
5. Fuzzy Multiple Moderation and Moderated-Mediation Analysis Based on L1 and L2 Metrics with Evolutionary Algorithms and Neural-Networks
   Kyung Jin Shin, Beom Seok Kim, Zong Woo Geem, Geon Hee Lee, Sung Wook Baik, Jin Hee Yoon
   International Journal of Fuzzy Systems, 2026 [🌐 Online]



2025

6. Action understanding in low-light and pitch-dark conditions: A comprehensive survey
   Muhammad Munsif, Samee Ullah Khan, Noman Khan, Altaf Hussain, Sung Wook Baik*
   Engineering Applications of Artificial Intelligence, vol. 161, pp. 111996, 2025 [🌐 Online]
7. 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*
   Engineering Applications of Artificial Intelligence, vol. 160, pp. 111936, 2025 [🌐 Online]
8. Optimal features driven hybrid attention network for effective video summarization
   Habib Khan, Samee Ullah Khan, Waseem Ullah, Sung Wook Baik*
   Engineering Applications of Artificial Intelligence, vol. 158, pp. 111211, 2025 [🌐 Online]
9. 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*
   Advanced Engineering Informatics, vol. 67, pp. 103462, 2025 [🌐 Online]

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International Conference Papers

2024

1. Dual Deep Learning Network for Abnormal Action Detection
   Fath U Min Ullah, Zulfiqar Ahmad Khan, Sung Wook Baik*, Estefania Talavera, Saeed Anwar, Khan Muhammad
   IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2024 [🌐 Online] [📃 Full-Text]
2. Medium Scale Benchmark for Cricket Excited Actions Understanding
   Altaf Hussain, Noman Khan, Muhammad Munsif, Min Je Kim, Sung Wook Baik*
   Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2024 [📃 Full-Text]



2022

3. Pyramidal Attention for Saliency Detection
   Tanveer Hussain, Abbas Anwar, Saeed Anwar, Lars Petersson, Sung Wook Baik*
   Proceedings of the IEEE/CVF Conference on Compuster Vision and Pattern Recognition Workshops (CVPRW), 2022 [📃 Full-Text]



2020

4. 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*
   Proceedings of the 4th International Conference on Natural Language Processing and Information Retrieval (NLPIR), 2020 [📃 Full-Text]
5. One-Shot Learning for Surveillance Anomaly Recognition Using Siamese 3D CNN
   Amin Ullah, Khan Muhammad, Killichbek Haydarov, Ijaz Ul Haq, Miyoung Lee, Sung Wook Baik*
   Proceedings of the International Joint Conference on Neural Networks (IJCNN), 2020 [📃 Full-Text]



2017

6. A Study of Data Dissemination in CCTV Surveillance Systems
   Ijaz Ul Haq, Khan Muhammad, Muhammad Sajjad, Mi Young Lee, Dongil Han, Sung Wook Baik*
   Proceedings of the 2nd International Conference on Next Generation Computing, 2017 [📃 Full-Text]
7. Speech Emotion Recognition from Spectrograms with Deep Convolutional Neural Network
   Abdul Malik Badshah, Jamil Ahmad, Nasir Rahim, Sung Wook Baik*
   Proceedings of the International Conference on Platform Technology and Service (PlatCon), 2017 [📃 Full-Text]



2016

8. 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*
   Proceedings of the 2nd International Integrated Conference & Concert on Convergence, 2016 [📃 Full-Text]



2015

9. SSH: Salient Structures Histogram for Content-Based Image Retrieval
   Irfan Mehmood, Muhammad Sajjad, Khan Muhammad, Sung Wook Baik*
   Proceedings of the 18th International Conference on Network-Based Information Systems, 2015 [📃 Full-Text]
10. Audio-Visual and EEG-based Attention Modeling for Extraction of Affective Video Content
    Irfan Mehmood, Muhammad Sajjad, Khan Muhammad, Sung Wook Baik*
    Proceedings of the International Conference on Platform Technology and Service (PlatCon), 2015 [📃 Full-Text]

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Domestic Journal Papers

2021

1. Fire detection via effective vision transformers
   
   Hikmat Yar, Tanveer Hussain, Zulfiqar Ahmad Khan, Mi Young Lee, Sung Wook Baik*
   Journal of the Korea Next Generation Computing Society, vol. 17, no. 5, pp. 21-30, 2021 [🌐 Online]

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Domestic Conference Papers

2025

1. Analyzing City-Level Population Movement in China with Graph Neural Networks
   
   Muhammad Afaq, Adnan Hussain, Hikmat Yar, Muhammad Munsif, Min Je Kim, Sung Wook Baik*
   한국차세대컴퓨팅학회 학술대회, pp. 70-71, 2025

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Patents Registration

• Cross platforms model data integrated process method.
      Processing (2024)
• System and method for re-identifying people in smart city surveillance environment .
      Reg.No: 10-2533505 (2023)
• Method for predicting renewable energy consumption and production based on deep learning and apparatus thereof .
      Reg.No: 10-2533508 (2023)
• Method for predicting energy consumption and production based on using hybrid convolutional neural network and regression neural network and apparatus thereof .
      Reg.No: 10-2521808 (2023)
• Method for predicting energy production and consumption data using double sequence deep learning model, and apparatus thereof .
      Reg.No: 10-2521807 (2023)
• Power consumption prediction system of residential and commercial building using hybrid convolution neural network and method thereof .
      Reg.No: 10-2500548 (2023)
• Crowded scenes image real-time analysis apparatus using dilated convolutional neural network and method thereof .
      Reg.No: 10-2486083 (2023)
• Scene segmentation apparatus using object detecting and set theory, and method thereof .
      Reg.No: 10-2430756 (2022)
• Performance evaluation system for Non-intrusive load monitoring according to multi-state energy classification and method thereof .
      Reg.No: 10-2332248 (2021)
• System and method for detecting violence using spatiotemporal features and computer readable recording media storing program for executing method thereof .
      Reg.No: 10-2182660 (2020)
• Method and system for abnormal situation monitoring based on video .
      Reg.No: 10-2172239 (2020)
• Method and system for analyzing baby behavior .
      Reg.No: 10-2150623 (2020)
• Method and apparatus for bankruptcy prediction using synthetic feature generation .
      Reg.No: 10-2091791 (2020)
• Image processing method and system for smoky environment .
      Reg.No: 10-2016262 (2019)
• System and method for virtual fitness experience .
      Reg.No: 10-1972472 (2019)