Search Results for author: Hailey James

Found 4 papers, 1 papers with code

MRZ code extraction from visa and passport documents using convolutional neural networks

1 code implementation11 Sep 2020 Yichuan Liu, Hailey James, Otkrist Gupta, Dan Raviv

Detecting and extracting information from Machine-Readable Zone (MRZ) on passports and visas is becoming increasingly important for verifying document authenticity.

Optical Character Recognition Optical Character Recognition (OCR)

OCR Graph Features for Manipulation Detection in Documents

no code implementations10 Sep 2020 Hailey James, Otkrist Gupta, Dan Raviv

Detecting manipulations in digital documents is becoming increasingly important for information verification purposes.

Optical Character Recognition Optical Character Recognition (OCR)

Printing and Scanning Attack for Image Counter Forensics

no code implementations27 Apr 2020 Hailey James, Otkrist Gupta, Dan Raviv

Of the three models, our proposed model outperforms the others when trained and validated on images from a single printer.

Image Manipulation

Probabilistic Bias Mitigation in Word Embeddings

no code implementations31 Oct 2019 Hailey James, David Alvarez-Melis

In this work we propose a probabilistic view of word embedding bias.

Word Embeddings

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