An effective hybrid pruning architecture of dynamic convolution for surveillance videos. - Chun-Ya Tsai; De-Qin Gao; Shanq-Jang Ruan (J. Vis. Commun. Image Represent., 2020)

Continual Learning Strategy in One-Stage Object Detection Framework Based on Experience Replay for Autonomous Driving Vehicle. - Jeng-Lun Shieh; Qazi Mazhar ul Haq; Muhamad Amirul Haq; Said Karam; Peter Chondro; De-Qin Gao; Shanq-Jang Ruan (Sensors, 2020)

3D Object Detection Based on Proposal Generation Network Utilizing Monocular Images. - Qazi Mazhar ul Haq; Muhamad Amirul Haq; Shanq-Jang Ruan; Pei-Jung Liang; De-Qin Gao (IEEE Consumer Electron. Mag., 2022)

An Incremental Learning of YOLOv3 Without Catastrophic Forgetting for Smart City Applications. - Qazi Mazhar ul Haq; Shanq-Jang Ruan; Muhamad Amirul Haq; Said Karam; Jeng-Lun Shieh; Peter Chondro; De-Qin Gao (IEEE Consumer Electron. Mag., 2022)

One Stage Monocular 3D Object Detection Utilizing Discrete Depth and Orientation Representation. - Muhamad Amirul Haq; Shanq-Jang Ruan; Mei-En Shao; Qazi Mazhar ul Haq; Pei-Jung Liang; De-Qin Gao (IEEE Trans. Intell. Transp. Syst., 2022)

Semantic Segmentation for Free Space and Lane Based on Grid-Based Interest Point Detection. - Mei-En Shao; Muhamad Amirul Haq; De-Qin Gao; Peter Chondro; Shanq-Jang Ruan (IEEE Trans. Intell. Transp. Syst., 2022)