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)

Detecting Obstacle in 3D Space using Monocular Camera. - Muhamad Amirul Haq; Shanq-Jang Ruan; Jiunhan Chen (LifeTech, 2022)

Using Lip Reading Recognition to Predict Daily Mandarin Conversation. - Muhamad Amirul Haq; Shanq-Jang Ruan; Wen-Jie Cai; Lieber Po-Hung Li (IEEE Access, 2022)

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)

Utilizing incremental branches on a one-stage object detection framework to avoid catastrophic forgetting. - Jeng-Lun Shieh; Muhamad Amirul Haq; Qazi Mazhar ul Haq; Shanq-Jang Ruan; Peter Chondro (Mach. Vis. Appl., 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)

Towards Smart Manufacturing using Reinforcement Learning in a Sparse-Rewarded Environment for Through-Hole Technology. - Kuntoro Adi Nugroho; Muhamad Amirul Haq; Chia-Ko Wang; Shanq-Jang Ruan; Mikhail Polikarpov; David Wagstyl; Jochen Deuse (GCCE, 2023)

Power constrained exposure correction network for mobile devices. - Yi-Yu Chou; Muhamad Amirul Haq; Shanq-Jang Ruan; Peter Chondro (J. Ambient Intell. Humaniz. Comput., 2023)

Efficient Saliency Map Detection for Low-Light Images Based on Image Gradient. - Chun-Yi Lin; Muhamad Amirul Haq; Jiunhan Chen; Shanq-Jang Ruan; Edwin Naroska (IEEE Trans. Circuits Syst. Video Technol., 2024)

Monocular 3D Object Detection Utilizing Auxiliary Learning With Deformable Convolution. - Jiunhan Chen; Jeng-Lun Shieh; Muhamad Amirul Haq; Shanq-Jang Ruan (IEEE Trans. Intell. Transp. Syst., 2024)