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openalexFigshare2026-07-26

Dataset and Multi-View Evaluation Logs for Risk-Conscious Perception and Dynamic Threshold Optimization in AI-Based ADAS

ROHIT JOSHI

This project introduces a <b>risk-conscious perception and decision framework</b> for Advanced Driver Assistance Systems (ADAS). By combining multi-view camera inputs (rear, left, and right) with YOLO object detection, the system replaces traditional fixed confidence thresholds with dynamic real-time optimization. It balances <b>Collision Probability</b> against <b>False Brake Rate</b> via a composite risk index—prioritizing collision avoidance to improve real-world safety trade-offs.

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openalexFigshare2026-07-26

A Leaf Area Index dataset retrieved by benchmark-driven machine learning framework from Chinese Fengyun-3B VIRR data

Jiakai You, Yinghui Zhang, Yonghong Liu, Zhongwen Hu, Jingzhe Wang, G H Wu

Leaf Area Index (LAI) serves as a key biophysical parameter for characterizing vegetation canopy structure and ecosystem functions. To address the absence of LAI products for the Fengyun-3B (FY-3B) satellite and the limitations of current satellite LAI products, this study propos…

openalexFigshare2026-07-26

Raw Data

Alee Marschke

Repository storing all data used for the paper: "Taking a Swing at Uncertainty: A Neural Network Analysis of Major League Baseball Strikeout Rates"These data were derived from the following resources available in the public domain: FanGraphs