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New system LinePilot Digitizer recovers data from line plots

By PulseAugur Editorial · [1 sources] ·

Researchers have introduced LinePilot Digitizer (LinePilot), a new system designed to accurately recover numerical data from line plots. The system offers three calibration modes and is accompanied by DigitizerBench, the first benchmark specifically created for evaluating digitizer performance across various factors like signal, rendering, and plot structure. LinePilot achieved strong results on the DigitizerBench, demonstrating high accuracy and usability, particularly with its OCR and enhanced calibration modes. AI

IMPACT This research could improve data extraction from scientific literature and historical documents.

RANK_REASON The cluster contains an academic paper detailing a new method and benchmark for a specific task. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.AI →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

New system LinePilot Digitizer recovers data from line plots

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The cluster contains an academic paper detailing a new method and benchmark for a specific task. [lever_c_demoted from research: ic=1 ai=1.0]
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COVERAGE [1]

  1. arXiv cs.AI TIER_1 English(EN) · Fengbo Ma, Rayan Akhtar, Aakash H. Joshi, Xiaoting Li, Haijian Sun, Zhen Xiang, Xianyan Chen, Yiping Zhao ·

    LinePilot Digitizer: Line-Plot Recovery with Manual and Automatic Calibration

    arXiv:2609.19377v1 Announce Type: cross Abstract: Recovering numerical series from line plots requires accurate axis calibration and reliable curve extraction. We present LinePilot Digitizer (LinePilot), which combines continuous color-based curve recovery with three calibration …

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