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ISLab, Osaka University
ISLab, Osaka University
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Manisha Verma

Manisha Verma

Specially-Appointed Researcher/Fellow

D3 Center

Osaka University

Contact

  • email: mverma@ids.
  • webpage: https://sites.google.com/site/manishaverma89/

Please add osaka-u.ac.jp to complete email address

Interests
  • Computer Vision
  • Deep Learning
  • Facial Expression Analysis
  • Pose Recognition
  • Medical Imaging

Latest

  • Automated grading system of retinal arterio-venous crossing patterns: A deep learning approach replicating ophthalmologist’s diagnostic process of arteriolosclerosis
  • Depthwise spatio-temporal STFT convolutional neural networks for human action recognition
  • Match them up: visually explainable few-shot image classification
  • Multi-label disengagement and behavior prediction in online learning
  • SCOUTER: Slot attention-based classifier for explainable image recognition
  • Learners' efficiency prediction using facial behavior analysis
  • MTUNet: Few-shot image classification with visual explanations
  • Society 5.0 Projects
  • AI Hospital
  • Yoga-82: a new dataset for fine-grained classification of human poses
  • IterNet: retinal image segmentation utilizing structural redundancy in vessel networks
  • Joint learning of vessel segmentation and artery/vein classification with post-processing
  • Facial expression recognition with skip-connection to leverage low-level features

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