Significance of visual scene‐based learning in the hippocampal systems across mammalian species
Sign Up to like & getrecommendations! Published in 2022 at "Hippocampus"
DOI: 10.1002/hipo.23483
Abstract: The hippocampus and its associated cortical regions in the medial temporal lobe play essential roles when animals form a cognitive map and use it to achieve their goals. As the nature of map‐making involves sampling… read more here.
Keywords: environment; hippocampal systems; scene based; mammalian species ... See more keywords
Scalable scene understanding via saliency consensus
Sign Up to like & getrecommendations! Published in 2019 at "Soft Computing"
DOI: 10.1007/s00500-017-2939-2
Abstract: Given a single image, we propose a scene understanding framework that segments and categorizes the objects in the scene, and classifies the overall scene. A handful of frameworks already exist to perform these tasks coherently,… read more here.
Keywords: scene understanding; scalable scene; scene; object discovery ... See more keywords
Tourism scene classification based on multi-stage transfer learning model
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DOI: 10.1007/s00521-018-3351-2
Abstract: In the past, many researchers focus on scene classification in computer vision, because it is an important problem. Tourism scene classification, however, has not been paid attention to in the field of computer vision. In… read more here.
Keywords: tourism; scene classification; stage transfer; scene ... See more keywords
Traditional to transfer learning progression on scene text detection and recognition: a survey
Sign Up to like & getrecommendations! Published in 2022 at "Artificial Intelligence Review"
DOI: 10.1007/s10462-021-10091-3
Abstract: Many computer vision-based techniques utilize semantic information i.e. scene text present in a natural scene for image analysis. Subsequently, in recent times researchers pay more attention to key tasks such as scene text detection, recognition,… read more here.
Keywords: scene; scene text; detection recognition; text detection ... See more keywords
Multi-Level Ensemble Network for Scene Recognition
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DOI: 10.1007/s11042-019-07933-2
Abstract: Scene recognition is an important branch of computer vision and a common task for deep learning. As is known to all, different scenes are supported by different “key objects”. Therefore, the neural network used for… read more here.
Keywords: network; scene recognition; scene; multi level ... See more keywords
Convolutional neural network with joint stepwise character/word modeling based system for scene text recognition
Sign Up to like & getrecommendations! Published in 2021 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-021-10663-z
Abstract: Text recognition in the wild is a challenging task in the field of computer vision and machine learning. Existing optical character recognition engines cannot perform well in the natural scene. In this context, deep learning… read more here.
Keywords: network; system; word; scene ... See more keywords
Deep Learning Based Application for Indoor Scene Recognition
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DOI: 10.1007/s11063-020-10231-w
Abstract: Recognizing indoor scene and objects and estimating their poses present a wide range of applications in robotic field. This task becomes more challenging especially in cluttered environments like the indoor scenery. Scaling up convnets presents… read more here.
Keywords: scene recognition; scene; deep learning; application ... See more keywords
Semi-supervised Semantic Mapping Through Label Propagation with Semantic Texture Meshes
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Computer Vision"
DOI: 10.1007/s11263-019-01187-z
Abstract: Scene understanding is an important capability for robots acting in unstructured environments. While most SLAM approaches provide a geometrical representation of the scene, a semantic map is necessary for more complex interactions with the surroundings.… read more here.
Keywords: semantic texture; semantic map; scene; geometry ... See more keywords
Temporally Coherent General Dynamic Scene Reconstruction
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Computer Vision"
DOI: 10.1007/s11263-020-01367-2
Abstract: Existing techniques for dynamic scene reconstruction from multiple wide-baseline cameras primarily focus on reconstruction in controlled environments, with fixed calibrated cameras and strong prior constraints. This paper introduces a general approach to obtain a 4D… read more here.
Keywords: reconstruction; dynamic scene; scene reconstruction; scene ... See more keywords
FACLSTM: ConvLSTM with focused attention for scene text recognition
Sign Up to like & getrecommendations! Published in 2020 at "Science China Information Sciences"
DOI: 10.1007/s11432-019-2713-1
Abstract: Scene text recognition has recently been widely treated as a sequence-to-sequence prediction problem, where traditional fully-connected-LSTM (FC-LSTM) has played a critical role. Owing to the limitation of FC-LSTM, existing methods have to convert 2-D feature… read more here.
Keywords: convlstm; scene; attention; text recognition ... See more keywords
A comparison between evacuation from the scene and interhospital transportation using a helicopter for subarachnoid hemorrhage
Sign Up to like & getrecommendations! Published in 2017 at "American Journal of Emergency Medicine"
DOI: 10.1016/j.ajem.2016.12.007
Abstract: Purpose: We investigated the changes in the vital signs and the final outcomes subarachnoid hemorrhage (SAH) patients who were evacuated from the scene using the doctor‐helicopter (Dr. Heli) service and those who only underwent interhospital… read more here.
Keywords: helicopter; scene; group; subarachnoid hemorrhage ... See more keywords