iOCR: Informed Optical Character Recognition for Election Ballot Tallies

The purpose of this study is to explore the performance of Informed OCR or iOCR. iOCR was developed with a spell correction algorithm to fix errors introduced by conventional OCR for vote tabulation. The results found that the iOCR system outperforms conventional OCR techniques.

cs.ET cs.CY Handwritten Text Recognition Techniques Computer Science Political Science

Paper

Similar papers

YOLO-TrOCR: A Proposed Model for Automated Ballot CountingLe Duc Thuan, Do Manh Nghia, Nguyen Thi Hong Ngan2025 In Library

Optical character recognition based on local invariant featuresSandhya Balakrishnan Poodikkalam, Pavithira Loganathan2020 · The Imaging Science Journal · 4 citations In Library

OPTICAL CHARACTER RECOGNITION SYSTEMMrs. Soniya Komal2024 · INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT In Library

OCR: Optical Character RecognitionKishan Kushavaha2024 · International Journal for Research in Applied Science and Engineering Technology In Library

Revitalizing Electoral Trust: Enhancing Transparency and Efficiency through Automated Voter Counting with Machine LearningM. Faris, Syeda Aynul Karim, Md Juniadul Islam2024 · arXiv.org · 0 citations In Library

Offline optical character recognition (OCR) method: An effective method for scanned documentsMd. Mujibur Rahman Majumder, Bahar Uddin Mahmud, Busrat Jahan et al.2019 · 2019 22nd International Conference on Computer and Information Technology (ICCIT) · 10 citations In Library

Fault Tolerant Optical Mark RecognitionQamar Hafeez, Waqar Aslam, M. Ikramullah Lali et al.2022 · Computers, materials & continua/Computers, materials & continua (Print) In Library

Optical Character RecognitionK. Mohaideen Abdul Kadhar, G. Anand2024 · Maker Innovations Series In Library

A Study on Optical Character Recognition TechniquesNarendra Sahu, Manoj Sonkusare2017 · 32 citations In Library

A Survey on Optical Character Recognition SystemNoman Islam, Zeeshan Islam, N. Noor2017 · arXiv.org · 147 citations In Library

Source of record

arXiv

44B

Welcome.

This panel sticks with you. Pick anything below and it opens right beside it, so you can dig through 60,000-plus records without ever losing your spot here.

Travel 44B

LibraryPapers, policy, standards, statute LabsEvery organization building AI ModelsIntelligence, price, and speed BenchmarksThe evaluation catalog IncidentsAI failures and harms SearchOne field across everything DashboardThe state of AI accountability in NY 44B RegistryThe Art. 44-B compliance portal