Md Imran Sarker Data-verified
Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.
Researcher
unknown
Research Areas
Biography and Research Information
OverviewAI-generated summary
Md Imran Sarker's research focuses on the application of machine learning and deep learning techniques to various analytical challenges. His work includes developing algorithms for toxicity classification on text data, such as music lyrics, and advancing multimodal image retrieval systems that integrate visual and textual information. He has investigated video-based analytics for monitoring human gait, with applications in companion robotics and health monitoring, specifically for fall prevention and general health tracking. Sarker has also explored methods for explaining complex multimodal image retrieval models using vision and language task frameworks. He has published five papers, accumulating 27 citations, and holds an h-index of 3. His collaborations include work with Mariofanna Milanova at the University of Arkansas at Little Rock on four shared publications, and with Robin Ghosh and Md Abdus Salam Siddique at Arkansas Tech University on one publication each.
Metrics
- h-index: 3
- Publications: 5
- Citations: 28
Selected Publications
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Explaining Multimodal Image Retrieval Using A Vision and Language Task Model (2023)
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Deep Learning-Based Multimodal Image Retrieval Combining Image and Text (2022)
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Toxicity Classification on Music Lyrics Using Machine Learning Algorithms (2021)
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Video Analytics Gait Trend Measurement for Fall Prevention and Health Monitoring (2021)
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Video-Based Monitoring and Analytics of Human Gait for Companion Robot (2021)
Collaboration Network
Top Collaborators
- Deep Learning-Based Multimodal Image Retrieval Combining Image and Text
- Video-Based Monitoring and Analytics of Human Gait for Companion Robot
- Video Analytics Gait Trend Measurement for Fall Prevention and Health Monitoring
- Explaining Multimodal Image Retrieval Using A Vision and Language Task Model
- Video-Based Monitoring and Analytics of Human Gait for Companion Robot
- Video Analytics Gait Trend Measurement for Fall Prevention and Health Monitoring
- Video-Based Monitoring and Analytics of Human Gait for Companion Robot
- Video Analytics Gait Trend Measurement for Fall Prevention and Health Monitoring
- Toxicity Classification on Music Lyrics Using Machine Learning Algorithms
- Toxicity Classification on Music Lyrics Using Machine Learning Algorithms
- Toxicity Classification on Music Lyrics Using Machine Learning Algorithms
- Explaining Multimodal Image Retrieval Using A Vision and Language Task Model
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