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- Visual_Turing_Test abstract "Computer Vision research is driven by standard evaluation practices. The current systems are tested by their accuracy for tasks like object detection, segmentation and localisation. Methods like the convolutional neural networks seem to be doing pretty well in these tasks, but the current systems are still not close to solving the ultimate problem of understanding images the way humans do. So motivated by the ability of humans to understand an image and even tell a story about it, Geman et al. have introduced the Visual Turing Test for computer vision systems.As described in, it is “an operator-assisted device that produces a stochastic sequence of binary questions from a given test image”. The query engine produces a sequence of questions that have unpredictable answers given the history of questions. The test is only about vision and does not require any natural language processing. The job of the human operator is to provide the correct answer to the question or reject it as ambiguous. The query generator produces questions such that they follow a “natural story line”, similar to what humans do when they look at a picture.".
- Visual_Turing_Test thumbnail Sample_questions.png?width=300.
- Visual_Turing_Test wikiPageExternalLink visual-turing-test.
- Visual_Turing_Test wikiPageExternalLink h3d.
- Visual_Turing_Test wikiPageExternalLink 6125.
- Visual_Turing_Test wikiPageExternalLink www.image-net.org.
- Visual_Turing_Test wikiPageID "48589354".
- Visual_Turing_Test wikiPageLength "24908".
- Visual_Turing_Test wikiPageOutDegree "34".
- Visual_Turing_Test wikiPageRevisionID "708012909".
- Visual_Turing_Test wikiPageWikiLink Ambiguity.
- Visual_Turing_Test wikiPageWikiLink Artificial_neural_network.
- Visual_Turing_Test wikiPageWikiLink Brown_University.
- Visual_Turing_Test wikiPageWikiLink Category:Human–computer_interaction.
- Visual_Turing_Test wikiPageWikiLink Category:Turing_tests.
- Visual_Turing_Test wikiPageWikiLink Computer_vision.
- Visual_Turing_Test wikiPageWikiLink Convolutional_neural_network.
- Visual_Turing_Test wikiPageWikiLink Donald_Geman.
- Visual_Turing_Test wikiPageWikiLink Edge_detection.
- Visual_Turing_Test wikiPageWikiLink Facebook.
- Visual_Turing_Test wikiPageWikiLink Feature_extraction.
- Visual_Turing_Test wikiPageWikiLink Frank_Rosenblatt.
- Visual_Turing_Test wikiPageWikiLink Google.
- Visual_Turing_Test wikiPageWikiLink Image_processing.
- Visual_Turing_Test wikiPageWikiLink Image_segmentation.
- Visual_Turing_Test wikiPageWikiLink Johns_Hopkins_University.
- Visual_Turing_Test wikiPageWikiLink Machine_learning.
- Visual_Turing_Test wikiPageWikiLink Max_Planck_Institute_for_Informatics.
- Visual_Turing_Test wikiPageWikiLink Multilayer_perceptron.
- Visual_Turing_Test wikiPageWikiLink National_Academy_of_Sciences.
- Visual_Turing_Test wikiPageWikiLink Natural_language_processing.
- Visual_Turing_Test wikiPageWikiLink Noise_reduction.
- Visual_Turing_Test wikiPageWikiLink Object_detection.
- Visual_Turing_Test wikiPageWikiLink Perceptron.
- Visual_Turing_Test wikiPageWikiLink Seymour_Papert.
- Visual_Turing_Test wikiPageWikiLink Stochastic_process.
- Visual_Turing_Test wikiPageWikiLink Turing_test.
- Visual_Turing_Test wikiPageWikiLink File:Annotated_image.png.
- Visual_Turing_Test wikiPageWikiLink File:DatasetSample.png.
- Visual_Turing_Test wikiPageWikiLink File:Sample_questions.png.
- Visual_Turing_Test wikiPageWikiLink File:Wregions.png.
- Visual_Turing_Test wikiPageUsesTemplate Template:Orphan.
- Visual_Turing_Test wikiPageUsesTemplate Template:Reflist.
- Visual_Turing_Test subject Category:Human–computer_interaction.
- Visual_Turing_Test subject Category:Turing_tests.
- Visual_Turing_Test comment "Computer Vision research is driven by standard evaluation practices. The current systems are tested by their accuracy for tasks like object detection, segmentation and localisation. Methods like the convolutional neural networks seem to be doing pretty well in these tasks, but the current systems are still not close to solving the ultimate problem of understanding images the way humans do. So motivated by the ability of humans to understand an image and even tell a story about it, Geman et al.".
- Visual_Turing_Test label "Visual Turing Test".
- Visual_Turing_Test sameAs Q22909663.
- Visual_Turing_Test sameAs Q22909663.
- Visual_Turing_Test wasDerivedFrom Visual_Turing_Test?oldid=708012909.
- Visual_Turing_Test depiction Sample_questions.png.
- Visual_Turing_Test isPrimaryTopicOf Visual_Turing_Test.
