Unsupervised Segmentation of Fire and Smoke From Infra-Red Videos
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DOI: 10.1109/access.2019.2960209
Abstract: This paper proposes a vision-based fire and smoke segmentation system which uses spatial, temporal and motion information to extract the desired regions from the video frames. The fusion of information is done using multiple features… read more here.
Keywords: fire smoke; segmentation fire; unsupervised segmentation; fire ... See more keywords
Unsupervised Segmentation of Muscle Precursor Cell Images In Situ
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DOI: 10.3390/app13095314
Abstract: In vitro culture of muscle stem cells on a large scale could bring light to the treatment of muscle-related diseases. However, the current work related to muscle stem cell culture is still only performed in… read more here.
Keywords: cell; muscle precursor; muscle; segmentation ... See more keywords
Unsupervised Segmentation and Alignment of Multi-Demonstration Trajectories via Multi-Feature Saliency and Duration-Explicit HSMMs
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DOI: 10.3390/math13193057
Abstract: Learning from demonstration with multiple executions must contend with time warping, sensor noise, and alternating quasi-stationary and transition phases. We propose a label-free pipeline that couples unsupervised segmentation, duration-explicit alignment, and probabilistic encoding. A dimensionless… read more here.
Keywords: duration; unsupervised segmentation; feature saliency; duration explicit ... See more keywords