Ekta Vats
Scholar

Ekta Vats

Google Scholar ID: 2yIpVH0AAAAJ
Uppsala University
Computer visionMachine learningImage and Video Analysis
Citations & Impact
All-time
Citations
191
 
H-index
7
 
i10-index
7
 
Publications
20
 
Co-authors
7
list available
Resume (English only)
Academic Achievements
  • Published multiple high-impact papers in document analysis, handwritten text recognition, and image processing
  • Selected publications include:
  • – 'Uncovering the Handwritten Text in the Margins: End-to-end Handwritten Text Detection and Recognition' (LaTeCH-CLfL 2024)
  • – 'Paired Image to Image Translation for Strikethrough Removal from Handwritten Words' (DAS 2022)
  • – 'AttentionHTR: Handwritten Text Recognition Based on Attention Encoder-Decoder Networks' (DAS 2022)
  • – 'Strikethrough Removal from Handwritten Words Using CycleGANs' (ICDAR 2021)
  • – 'Training-Free and Segmentation-Free Word Spotting using Feature Matching and Query Expansion' (ICDAR)
  • ORCID: 0000-0003-4480-3158
Background
  • Associate Senior Lecturer / Assistant Professor at the Department of Information Technology, Division of Systems and Control, Uppsala University
  • Assistant Professor in Machine Learning and Docent in Computerised Image Processing
  • Beijer Researcher at The Beijer Laboratory for Artificial Intelligence Research
  • Leads the Uppsala Vision, Language and Learning research group
  • Research mission: developing fundamental AI/ML methods for computer vision and language modeling to address societal challenges