Md Imran Sarker
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Researcher
Unknown Researcher
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 analyze complex data, with a particular emphasis on health and human behavior. His work includes developing algorithms for toxicity classification in text, such as music lyrics, and exploring multimodal image retrieval systems that combine visual and textual information. Sarker has investigated video analytics for monitoring human gait, aiming to support fall prevention and health monitoring, and has contributed to models that explain the reasoning behind multimodal image retrieval. His collaborations include work with Mariofanna Milanova, Robin Ghosh, Md Abdus Salam Siddique, and John R. Talburt. Sarker's scholarship metrics include an h-index of 3, with 5 total publications and 28 citations.
Metrics
- h-index: 3
- Publications: 5
- Citations: 29
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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