Scene Classification for Sports Video Summarization Using Transfer Learning. - Muhammad Rafiq 003; Ghazala Rafiq; Rockson Agyeman; Gyu Sang Choi; Seong-Il Jin (Sensors, 2020)

Video Description: Datasets & Evaluation Metrics. - Muhammad Rafiq 003; Ghazala Rafiq; Gyu Sang Choi (IEEE Access, 2021)

DSFA-PINN: Deep Spectral Feature Aggregation Physics Informed Neural Network. - Muhammad Rafiq 003; Ghazala Rafiq; Gyu Sang Choi (IEEE Access, 2022)

SSNO: Spatio-Spectral Neural Operator for Functional Space Learning of Partial Differential Equations. - Muhammad Rafiq 003; Ghazala Rafiq; Ho-Youl Jung; Gyu Sang Choi (IEEE Access, 2022)

DeepRide: Dashcam Video Description Dataset for Autonomous Vehicle Location-Aware Trip Description. - Ghazala Rafiq; Muhammad Rafiq 003; Byung-Won On; Mankyu Sung; Gyu Sang Choi (IEEE Access, 2022)

Spectral Representation Learning and Fusion for Autonomous Vehicles Trip Description Exploiting Recurrent Transformer. - Ghazala Rafiq; Muhammad Rafiq 003; Gyu Sang Choi (IEEE Access, 2023)

Video description: A comprehensive survey of deep learning approaches. - Ghazala Rafiq; Muhammad Rafiq 003; Gyu Sang Choi (Artif. Intell. Rev., 2023)

Self-Attention Enhanced Spatio-Temporal Convolution for ADL Recognition in Elderly Care. - Ghazala Rafiq; Muhammad Rafiq 003; Soon Ju Kang (ICTC, 2024)

Camscribe: Enhanced Dashcam Video Descriptions Through Multimodal Spatiotemporal and Object Detection for Autonomous Vehicles. - Muhammad Rafiq 003; Mankyu Sung; Ghazala Rafiq; Gyu Sang Choi (IEEE Access, 2025)