Search Results for author: Ekta Vats

Found 10 papers, 2 papers with code

Cutup and Detect: Human Fall Detection on Cutup Untrimmed Videos Using a Large Foundational Video Understanding Model

no code implementations29 Jan 2024 Till Grutschus, Ola Karrar, Emir Esenov, Ekta Vats

The results are promising for real-time application, and the falls are detected on video level with a state-of-the-art 0. 96 F1 score on the HQFSD dataset under the given experimental settings.

Action Detection Temporal Action Localization +1

Uncovering the Handwritten Text in the Margins: End-to-end Handwritten Text Detection and Recognition

2 code implementations10 Mar 2023 Liang Cheng, Jonas Frankemölle, Adam Axelsson, Ekta Vats

The pressing need for digitization of historical documents has led to a strong interest in designing computerised image processing methods for automatic handwritten text recognition.

Data Augmentation Handwritten Text Recognition +2

Paired Image to Image Translation for Strikethrough Removal From Handwritten Words

no code implementations24 Jan 2022 Raphaela Heil, Ekta Vats, Anders Hast

Transcribing struck-through, handwritten words, for example for the purpose of genetic criticism, can pose a challenge to both humans and machines, due to the obstructive properties of the superimposed strokes.

Image-to-Image Translation Translation

AttentionHTR: Handwritten Text Recognition Based on Attention Encoder-Decoder Networks

1 code implementation23 Jan 2022 Dmitrijs Kass, Ekta Vats

This work proposes an attention-based sequence-to-sequence model for handwritten word recognition and explores transfer learning for data-efficient training of HTR systems.

Decoder Handwriting Recognition +3

Learning Surrogate Models of Document Image Quality Metrics for Automated Document Image Processing

no code implementations11 Dec 2017 Prashant Singh, Ekta Vats, Anders Hast

Computation of document image quality metrics often depends upon the availability of a ground truth image corresponding to the document.

Binarization Hyperparameter Optimization

TexT - Text Extractor Tool for Handwritten Document Transcription and Annotation

no code implementations22 Nov 2017 Anders Hast, Per Cullhed, Ekta Vats

This paper presents a framework for semi-automatic transcription of large-scale historical handwritten documents and proposes a simple user-friendly text extractor tool, TexT for transcription.

On-the-fly Historical Handwritten Text Annotation

no code implementations6 Sep 2017 Ekta Vats, Anders Hast

The performance of information retrieval algorithms depends upon the availability of ground truth labels annotated by experts.

Information Retrieval Retrieval +1

Automatic Document Image Binarization using Bayesian Optimization

no code implementations6 Sep 2017 Ekta Vats, Anders Hast, Prashant Singh

Document image binarization is often a challenging task due to various forms of degradation.

Bayesian Optimization Binarization

Radial Line Fourier Descriptor for Historical Handwritten Text Representation

no code implementations6 Sep 2017 Anders Hast, Ekta Vats

Automatic recognition of historical handwritten manuscripts is a daunting task due to paper degradation over time.

Information Retrieval Retrieval

Fuzzy human motion analysis: A review

no code implementations1 Dec 2014 Chern Hong Lim, Ekta Vats, Chee Seng Chan

Human Motion Analysis (HMA) is currently one of the most popularly active research domains as such significant research interests are motivated by a number of real world applications such as video surveillance, sports analysis, healthcare monitoring and so on.

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