VARSHA SINGH

About

A dedicated computer scientist with a strong passion for advancing the fields of computer vision and natural language processing. With 17 years of experience in teaching and research, hold a Ph.D. in Information Technology from the Indian Institute of Information Technology, Allahabad. My work centers around innovative solutions that bridge the gap between human language and the visual world.

My current research explores text-to-image synthesis, emotion classification through facial expressions, image captioning, and sign language recognition. Committed to pushing the boundaries of technology to enhance human interaction with digital content.

Member of IACSIT Singapore and a student member of IEEE. These affiliations further enable me to stay connected with the global research community and contribute to the frontiers of knowledge.

Employment

• Indian Institute of Information Technology Allahabad DST Postdoc Fellow
  2025 - Present
• Motilal Nehru National Institute of Technology Guest Faculty
  2024 - 2025
• Indian Institute of Information Technology, Allahabad Research Scholar
  2018 - 2024
• JSS Academy of Technical Education Noida Assistant Professor
  2007 - 2018
• NIET Lecturer
  2006 - 2007

Education

• Indian Institute of Information Technology Allahabad DST Postdoc Fellow
  2025 - Present
• Dr. A.P.J. Abdul Kalam Technical University
• Indian Institute of Information Technology Allahabad

Projects & Funding

Projects & funding information is unavailable.

Publications (20)

• Synergizing Visualization Techniques and Machine Learning for Enhanced Diabetes Prediction and Management Using Tableau
  2025 DOI: 10.1007/978-3-031-88881-6_3
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• Diabetes Prediction Using Classification Methods
  2024 DOI: 10.1007/978-981-97-0210-7_17
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• HGAN: Editable Visual Generation from Hindi Descriptions
  2024 DOI: 10.1007/978-3-031-53827-8_1
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• Describing Images Using CNN and Object Features with Attention
  2023 International Conference on Information Technologies (InfoTech) 2023 DOI: 10.1109/infotech58664.2023.10266879
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• Clustering Using Genetic Algorithm: A Collaborative Performance Analysis
  2023 10th International Conference on Computing for Sustainable Global Development (INDIACom) 2023
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• Scene description with context information using dense-LSTM
  Journal of Intelligent & Fuzzy Systems 2023 DOI: 10.3233/jifs-222358
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• Emotion Classification Through Facial Expressions Using SVM and Convolutional Neural Classifier
  2023 DOI: 10.1007/978-3-031-27199-1_13
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• Facial Emotion Level Recognition Using CNN
  IEEE Region 10 Symposium (TENSYMP) 2023 DOI: 10.1109/TENSYMP55890.2023.10223632
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• Multi-attribute decision making application using hybridly modelled Gaussian Interval Type-2 Fuzzy sets with uncertain mean
  Multimedia Tools and Applications 2022
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• Textual Description Generation for Visual Content Using Neural Networks
  2022 DOI: 10.1007/978-3-030-98404-5_2
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