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Applied Sciences, Vol. 16, Pages 8853: Effect of Vertical Camera Spacing on Novel-View Synthesis Quality in Multi-Height 360° Indoor Capture for 3D Gaussian Splatting
6+ day, 19+ hour ago (598+ words) This study examines how the vertical spacing of a multi-height 360° camera array affects novel-view synthesis quality in indoor scenes reconstructed with 3D Gaussian splatting (3DGS). Although 3DGS enables high-quality real-time scene representation, its output depends on the geometric arrangement of the input views,…...
Applied Sciences, Vol. 16, Pages 8685: SAVH: A Cloud-Based Methodology for ANPR Monitoring with License Plate Legibility Assessment Using YOLOv8n–CLS
1+ week, 5+ day ago (609+ words) Automated vehicular traffic management in Latin American cities requires solutions capable of capturing, processing, and visualizing events through measurable operational update intervals. Conventional automatic number plate recognition (ANPR) pipelines can return plate text while leaving the visual adequacy of the…...
Applied Sciences, Vol. 16, Pages 8566: GCL-BEV: Motion-Aware Temporal Compensation for Multi-Camera Vehicle Sensing Under Aggressive Ego-Motion
2+ week, 1+ day ago (361+ words) Multi-camera vehicle sensing provides a cost-effective solution for 3D environmental perception in intelligent vehicles. A practical challenge is that temporal fusion becomes unreliable when the ego-vehicle undergoes aggressive motion. Historical camera features are commonly aligned by rigid ego-pose warping, but residual…...
Applied Sciences, Vol. 16, Pages 8427: Real-Time Recognition of Airport Surfaces and Horizontal Markings for Airside Driver Assistance: Model Comparison and Embedded Feasibility
2+ week, 5+ day ago (520+ words) Airside vehicles operate close to aircraft, service equipment and safety-critical surface markings, yet driver-assistance functions developed for road traffic do not directly transfer to airport aprons, taxiways and service roads. This article presents a vision-based driver-assistance and warning prototype for…...