Matches in SemOpenAlex for { <https://semopenalex.org/work/W4311346058> ?p ?o ?g. }
Showing items 1 to 62 of
62
with 100 items per page.
- W4311346058 endingPage "012066" @default.
- W4311346058 startingPage "012066" @default.
- W4311346058 abstract "Abstract Eye movement servo control has the advantage of non-contact and the eye movement is not affected by other limbs. By applying eye-tracking technology to rehabilitation research of people with movement disorders, the interaction between eye-tracking technology and computers will be gradually put into practice, which is equivalent to giving patients a pair of “invisible hands” that can give instructions freely. In this paper, a servo control method based on eye-movement coding technology is proposed to solve the problems of low accuracy, poor reliability, and insufficient human intention initiative in the field of eye-movement servo control of human-computer visual interaction. The human eye movement instruction is processed by coding and integrated with human eye movement intention to realize intelligent servo control of human eye intention. In order to improve the accuracy of eye movement servo control, this paper proposes an eye movement instruction coding processing method, which uses the trained AdaBoost fusion strong classifier algorithm and the landmark detector to detect the real-time algorithm in the video sequence to complete the eye location and blink determination. In this paper, an improved pupil location method based on multi-angle joint detection is proposed. The pupil location is completed by using the information of eye image points, and the digital coding model of eye command action is constructed, which provides an instruction base for eye movement servo control. In order to improve the reliability and initiative of eye-movement servo control, a reinforcement learning method combining eye-movement coded instruction and intention was proposed. By integrating the improved DDPG continuous control strategy reinforcement learning algorithm with eye movement intention instruction, the environmental status can be sensed in the human-computer interaction process and the optimal strategy of eye movement instruction selection can be learned." @default.
- W4311346058 created "2022-12-25" @default.
- W4311346058 creator A5045425634 @default.
- W4311346058 creator A5054418515 @default.
- W4311346058 creator A5083163801 @default.
- W4311346058 creator A5084885224 @default.
- W4311346058 date "2022-12-01" @default.
- W4311346058 modified "2023-09-30" @default.
- W4311346058 title "Study on Servo Control Method of Eye Movement Intention Based on Reinforcement Learning" @default.
- W4311346058 cites W2125949425 @default.
- W4311346058 doi "https://doi.org/10.1088/1742-6596/2395/1/012066" @default.
- W4311346058 hasPublicationYear "2022" @default.
- W4311346058 type Work @default.
- W4311346058 citedByCount "0" @default.
- W4311346058 crossrefType "journal-article" @default.
- W4311346058 hasAuthorship W4311346058A5045425634 @default.
- W4311346058 hasAuthorship W4311346058A5054418515 @default.
- W4311346058 hasAuthorship W4311346058A5083163801 @default.
- W4311346058 hasAuthorship W4311346058A5084885224 @default.
- W4311346058 hasBestOaLocation W43113460581 @default.
- W4311346058 hasConcept C105795698 @default.
- W4311346058 hasConcept C107354338 @default.
- W4311346058 hasConcept C153050134 @default.
- W4311346058 hasConcept C154945302 @default.
- W4311346058 hasConcept C179518139 @default.
- W4311346058 hasConcept C31972630 @default.
- W4311346058 hasConcept C32731416 @default.
- W4311346058 hasConcept C33923547 @default.
- W4311346058 hasConcept C41008148 @default.
- W4311346058 hasConcept C41407105 @default.
- W4311346058 hasConcept C56461940 @default.
- W4311346058 hasConceptScore W4311346058C105795698 @default.
- W4311346058 hasConceptScore W4311346058C107354338 @default.
- W4311346058 hasConceptScore W4311346058C153050134 @default.
- W4311346058 hasConceptScore W4311346058C154945302 @default.
- W4311346058 hasConceptScore W4311346058C179518139 @default.
- W4311346058 hasConceptScore W4311346058C31972630 @default.
- W4311346058 hasConceptScore W4311346058C32731416 @default.
- W4311346058 hasConceptScore W4311346058C33923547 @default.
- W4311346058 hasConceptScore W4311346058C41008148 @default.
- W4311346058 hasConceptScore W4311346058C41407105 @default.
- W4311346058 hasConceptScore W4311346058C56461940 @default.
- W4311346058 hasIssue "1" @default.
- W4311346058 hasLocation W43113460581 @default.
- W4311346058 hasOpenAccess W4311346058 @default.
- W4311346058 hasPrimaryLocation W43113460581 @default.
- W4311346058 hasRelatedWork W1982148096 @default.
- W4311346058 hasRelatedWork W2068959240 @default.
- W4311346058 hasRelatedWork W2118185621 @default.
- W4311346058 hasRelatedWork W2136397649 @default.
- W4311346058 hasRelatedWork W2186654148 @default.
- W4311346058 hasRelatedWork W2573704399 @default.
- W4311346058 hasRelatedWork W2789190802 @default.
- W4311346058 hasRelatedWork W2908553149 @default.
- W4311346058 hasRelatedWork W4200327670 @default.
- W4311346058 hasRelatedWork W4311346058 @default.
- W4311346058 hasVolume "2395" @default.
- W4311346058 isParatext "false" @default.
- W4311346058 isRetracted "false" @default.
- W4311346058 workType "article" @default.