Search results for "Human head"

showing 2 items of 2 documents

MFNet: Multi-feature convolutional neural network for high-density crowd counting

2020

The crowd counting task involves the issue of security, so now more and more people are concerned about it. At present, the most difficult problem of population counting consists in: how to make the model distinguish human head features more finely in the densely populated area, such as head overlap and how to find a small-scale local head feature in an image with a wide range of population density. Facing these challenges, we propose a network for multiple feature convolutional neural network, which is called MFNet. It aims to get high-quality density maps in the high-density crowd scene, and at the same time to perform the task of the count and estimation of the crowd. In terms of crowd c…

0209 industrial biotechnologyeducation.field_of_studyHuman headComputer sciencebusiness.industryPopulationPattern recognition02 engineering and technologyConvolutional neural networkImage (mathematics)Support vector machineTask (computing)Range (mathematics)020901 industrial engineering & automationFeature (computer vision)0202 electrical engineering electronic engineering information engineering020201 artificial intelligence & image processingArtificial intelligenceeducationbusiness2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)
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Anatomical networks reveal the musculoskeletal modularity of the human head

2015

AbstractMosaic evolution is a key mechanism that promotes robustness and evolvability in living beings. For the human head, to have a modular organization would imply that each phenotypic module could grow and function semi-independently. Delimiting the boundaries of head modules and even assessing their existence, is essential to understand human evolution. Here we provide the first study of the human head using anatomical network analysis (AnNA), offering the most complete overview of the modularity of the head to date. Our analysis integrates the many biological dependences that tie hard and soft tissues together, arising as a consequence of development, growth, stresses and loads and mo…

Models AnatomicMosaic evolutionBiologyArticle03 medical and health sciences0302 clinical medicineHumansMusculoskeletal System030304 developmental biologyNetwork modelCognitive science0303 health sciencesFacial expressionMultidisciplinaryHuman headbusiness.industryRobustness (evolution)AnatomyModular designBiological EvolutionEvolvabilityPhenotypebusinessHead030217 neurology & neurosurgeryNetwork analysisScientific Reports
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