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HTN Learning via Transfer Learning of Domain Landmarks

open access: yesProceedings of the International Florida Artificial Intelligence Research Society Conference, 2021
Hierarchical Task Network (HTN) planning uses task-subtask relationships to break complex problems into more manageable subtasks, similar to how human problem-solvers plan.
Greg Pennisi   +6 more
doaj   +3 more sources

Comparison of 2D, 2.5D, and 3D landmark localization networks for 3D cephalometry in CT images [PDF]

open access: yesBMC Oral Health
Background Accurate landmark localization is important for three-dimensional (3D) cephalometric analysis. Although deep learning has shown promising performance for 3D landmark localization, the high computational burden of processing volumetric data ...
Soo-Min Kim   +8 more
doaj   +2 more sources

One-Shot Learning for Landmarks Detection [PDF]

open access: yes, 2021
Landmark detection in medical images is important for many clinical applications. Learning-based landmark detection is successful at solving some problems but it usually requires a large number of annotated datasets for the training stage. In addition, traditional methodsusually fail for the landmark detection of fine objects.
Wang, Zihao   +5 more
openaire   +2 more sources

Generalization of navigation memory in honeybees

open access: yesFrontiers in Behavioral Neuroscience, 2023
Flying insects like the honeybee learn multiple features of the environment for efficient navigation. Here we introduce a novel paradigm in the natural habitat, and ask whether the memory of such features is generalized to novel test conditions. Foraging
Eric Bullinger   +2 more
doaj   +1 more source

Previous Experience Seems Crucial to Eliminate the Sex Gap in Geometry Learning When Solving a Navigation Task in Rats (Rattus norvegicus)

open access: yesFrontiers in Psychology, 2022
There is much evidence, both in humans and rodents, that while navigating males tend to use geometric information whereas females rely more on landmarks. The present work attempts to alter the geometry bias in female rats. In Experiment 1 three groups of
Alejandra Aguilar-Latorre   +5 more
doaj   +1 more source

Using SNSs for early detection of disease outbreak in developing countries: evidence from COVID-19 pandemic in Nigeria

open access: yesHeliyon, 2021
Developing countries, particularly Nigeria, continually find it challenging to proactively and actively carry out early-stage surveillance for disease outbreaks due to the lack of quality workforce, a dearth of public health data, and the absence of ...
Tunde Adebisi   +4 more
doaj   +1 more source

Optimizing student engagement in edge-based online learning with advanced analytics

open access: yesArray, 2023
Edge-Based Online Learning (EBOL), a technique that combines the practical, hands-on approach of EBOL with the convenience of Online Learning (OL), is growing in popularity.
Rasheed Abdulkader   +6 more
doaj   +1 more source

The effect of landmark visualization in mobile maps on brain activity during navigation: A virtual reality study

open access: yesFrontiers in Virtual Reality, 2022
The frequent use of GPS-based navigation assistance is found to negatively affect spatial learning. Displaying landmarks effectively while providing wayfinding instructions on such services could facilitate spatial learning because landmarks help ...
Bingjie Cheng   +4 more
doaj   +1 more source

Learning to select useful landmarks [PDF]

open access: yesIEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), 1996
To navigate effectively, an autonomous agent must be able to quickly and accurately determine its current location. Given an initial estimate of its position (perhaps based on dead-reckoning) and an image taken of a known environment, our agent first attempts to locate a set of landmarks (real-world objects at known locations), then uses their angular ...
R, Greiner, R, Isukapalli
openaire   +2 more sources

Visible-to-Thermal Transfer Learning for Facial Landmark Detection

open access: yesIEEE Access, 2021
There has been increasing interest in face recognition in the thermal infrared spectrum. A critical step in this process is face landmark detection. However, landmark detection in the thermal spectrum presents a unique set of challenges compared to in ...
Domenick D. Poster   +4 more
doaj   +1 more source

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