The gaze is a means of power that can flow through family relationships.It has intense regulatory overtones.In her short story Mr.Tang’s Girls,Malaysian-Chinese Anglophone diasporic writer Shirley Geok-lin Lim shows ...The gaze is a means of power that can flow through family relationships.It has intense regulatory overtones.In her short story Mr.Tang’s Girls,Malaysian-Chinese Anglophone diasporic writer Shirley Geok-lin Lim shows the conflict between Eastern and Western cultures and the resistance of women under the oppression of patriarchy through the portrayal of the father,Ah Kong,and the eldest daughter,Kim Li.Based on Foucault’s discipline gaze and Hooks’oppositional gaze,this article analyzes the power operation in the story from the following three aspects:the male gaze,discipline and self-discipline,and the oppositional gaze.Kim Li’s subjective image of breaking free from male ownership control has been presented.It suggests the difficulties encountered by female groups in their rebellion against the male gaze and their pursuit of freedom and emancipation.It also reflects the tragedy of awakening women’s destinies under the dual oppression of patriarchy and the East-Westen cultural conflict.展开更多
A person’s eye gaze can effectively express that person’s intentions.Thus,gaze estimation is an important approach in intelligent manufacturing to analyze a person’s intentions.Many gaze estimation methods regress ...A person’s eye gaze can effectively express that person’s intentions.Thus,gaze estimation is an important approach in intelligent manufacturing to analyze a person’s intentions.Many gaze estimation methods regress the direction of the gaze by analyzing images of the eyes,also known as eye patches.However,it is very difficult to construct a person-independent model that can estimate an accurate gaze direction for every person due to individual differences.In this paper,we hypothesize that the difference in the appearance of each of a person’s eyes is related to the difference in the corresponding gaze directions.Based on this hypothesis,a differential eyes’appearances network(DEANet)is trained on public datasets to predict the gaze differences of pairwise eye patches belonging to the same individual.Our proposed DEANet is based on a Siamese neural network(SNNet)framework which has two identical branches.A multi-stream architecture is fed into each branch of the SNNet.Both branches of the DEANet that share the same weights extract the features of the patches;then the features are concatenated to obtain the difference of the gaze directions.Once the differential gaze model is trained,a new person’s gaze direction can be estimated when a few calibrated eye patches for that person are provided.Because personspecific calibrated eye patches are involved in the testing stage,the estimation accuracy is improved.Furthermore,the problem of requiring a large amount of data when training a person-specific model is effectively avoided.A reference grid strategy is also proposed in order to select a few references as some of the DEANet’s inputs directly based on the estimation values,further thereby improving the estimation accuracy.Experiments on public datasets show that our proposed approach outperforms the state-of-theart methods.展开更多
The pandemic situation in 2020 brought about a‘digitized new normal’and created various issues within the current education systems.One of the issues is the monitoring of students during online examination situation...The pandemic situation in 2020 brought about a‘digitized new normal’and created various issues within the current education systems.One of the issues is the monitoring of students during online examination situations.A system to determine the student’s eye gazes during an examination can help to eradicate malpractices.In this work,we track the users’eye gazes by incorporating twelve facial landmarks around both eyes in conjunction with computer vision and the HAAR classifier.We aim to implement eye gaze detection by considering facial landmarks with two different Convolutional Neural Network(CNN)models,namely the AlexNet model and the VGG16 model.The proposed system outperforms the traditional eye gaze detection system which only uses computer vision and the HAAR classifier in several evaluation metric scores.The proposed system is accurate without the need for complex hardware.Therefore,it can be implemented in educational institutes for the fair conduct of examinations,as well as in other instances where eye gaze detection is required.展开更多
Background Eye-tracking technology for mobile devices has made significant progress.However,owing to limited computing capacity and the complexity of context,the conventional image feature-based technology cannot extr...Background Eye-tracking technology for mobile devices has made significant progress.However,owing to limited computing capacity and the complexity of context,the conventional image feature-based technology cannot extract features accurately,thus affecting the performance.Methods This study proposes a novel approach by combining appearance-and feature-based eye-tracking methods.Face and eye region detections were conducted to obtain features that were used as inputs to the appearance model to detect the feature points.The feature points were used to generate feature vectors,such as corner center-pupil center,by which the gaze fixation coordinates were calculated.Results To obtain feature vectors with the best performance,we compared different vectors under different image resolution and illumination conditions,and the results indicated that the average gaze fixation accuracy was achieved at a visual angle of 1.93°when the image resolution was 96×48 pixels,with light sources illuminating from the front of the eye.Conclusions Compared with the current methods,our method improved the accuracy of gaze fixation and it was more usable.展开更多
Gaze describes the relationship of the subject with the power and desire to look and awareness that one can be viewed.The gaze can be motivated by the subject' s desire to control the object it sees,and an object ...Gaze describes the relationship of the subject with the power and desire to look and awareness that one can be viewed.The gaze can be motivated by the subject' s desire to control the object it sees,and an object that can likewise capture and hold the subject' s eye.The term ' gaze' is often defined as looking long and intently with affection at a subject.A person who determines a sense of themselves as an individual element in the world makes up the idea of the gaze.The concept of the gaze is also a central part of theories looking within modernity.展开更多
Gaze orientation induces activation of relevant brain regions, presents differences in specificity and time course, and is exhibited in patients with brain injury. However, the components of activated event-related po...Gaze orientation induces activation of relevant brain regions, presents differences in specificity and time course, and is exhibited in patients with brain injury. However, the components of activated event-related potential remain controversial. Previous studies of behavior and cognitive neuroscience related to gaze orientation investigated conscious attention of visual orientation. The present study explored gaze orientation processing-induced event-related potential components and changes with time using reflective orientation of visual attention under a reflective attention cue paradigm. Visual attention processing of gaze orientation was recorded using event-related potential and electroencephalographic recording. Results demonstrated that the reflective attention cue task evoked early directing attention negativity and anterior directing attention negativity, but did not trigger late directing attention positivity. These results suggest that reflective attention occurs over a short time of visual stimulus presentation. During the early stage of attention processing, early directing attention negativity and anterior directing attention negativity were detected, but late directing attention positivity did not occur. These results confirmed reflectivity and time-course superiority of gaze orientation attention processing.展开更多
We investigated if attentional bias directed to the right increased with age. We assessed the characteristics of the following types of eye-gaze by using the Posner cueing paradigm. Younger (n =16) and older (n = 20) ...We investigated if attentional bias directed to the right increased with age. We assessed the characteristics of the following types of eye-gaze by using the Posner cueing paradigm. Younger (n =16) and older (n = 20) adults participated in this study. First of all, a face which looked straight ahead was presented at the center of screen, followed by a gaze cue that looked left or right. Immediately after this informative cue, a target stimulus (“*”) appeared to the left or right of the face. The stimulus-onset asynchrony (SOA) between the cue and the target was selected from 300, 700, and 1100 ms. Participants were required to judge whether the target appeared to the left or the right of the gaze cue as quickly and accurately as possible. Results showed that older adults indicate a larger positive gaze-cueing effect when the eye-gaze shifted rightward, whereas this effect was not observed for a leftward shift. Moreover, a negative gaze-cueing effect (inhibition of return) was observed when the SOA was longer only for the leftward eye-gaze shift of older adults. These modulations of the cueing effect did not appear in younger adults. These findings demonstrate that the rightward attentional bias in older adults is more robust than the leftward bias.展开更多
Dogs show high social communicative ability in interactions with humans. We investigated the association between dogs’ social communicative behavior and the polymorphisms of a gene related to a neurotransmitter. We u...Dogs show high social communicative ability in interactions with humans. We investigated the association between dogs’ social communicative behavior and the polymorphisms of a gene related to a neurotransmitter. We used an “unsolvable task”, in which an experimenter put a food reward into a container and closed it firmly so that dogs could not remove the reward. Human-directed gazing, possibly to request help, is a characteristic behavioral trait of dogs in such situations. The association between owner-directed gazing behavior in the unsolvable task and polymorphisms of three regions (exon1, exon3, intron2) in the dopamine receptor D4 gene (DRD4) was analyzed. We found that the genotype of DRD4 intron2 was significantly associated with the dogs’ gazing behavior. Dogs carrying shorter allele (P) looked at their owner more frequently, for longer, and earlier than dogs carrying longer allele (Q). This result suggests that polymorphism in DRD4 intron2 may affect social communication and cognition in dogs.展开更多
This article compares how people with normal bodies and bodies that deviate from dominant media-depicted body ideals, live with and accept their bodies. Media images of ideal bodies encompass judging gazes. These gaze...This article compares how people with normal bodies and bodies that deviate from dominant media-depicted body ideals, live with and accept their bodies. Media images of ideal bodies encompass judging gazes. These gazes affect and discipline people and may make it challenging for them to accept their bodies. The data material is part of the interdisciplinary Nordic project called “Beauty comes from within: looking good as a challenge in health promotion”. Based on 20 interviews with Norwegian men and women, of whom 10 have particular appearance-related problems, the article discusses the relationship between the media-depicted body ideals, descriptions by informants of what a good-looking body is, body satisfaction and body practices. The article shows resonance between how people describe good-looking bodies and satisfaction or not with own bodies. Women express more dissatisfaction with their bodies than men, but the article shows that many have strategies for trying to accept their bodies as they are. The comparative perspective highlight that the people having deviant bodies, more than those with normal bodies, balance the idea of “being myself” with the idea of “doing the best out of my (bodily) situation”. Most interestingly, they show that it is harder to accept handicaps that are changeable, like overweight, than harelips, deformed legs and skin injuries. As such, overweight becomes a double burden.展开更多
This paper presents a user friendly approach to localize the pupil center with a single web camera.Several methods have been proposed to determine the coordinates of the pupil center in an image,but with practical lim...This paper presents a user friendly approach to localize the pupil center with a single web camera.Several methods have been proposed to determine the coordinates of the pupil center in an image,but with practical limitations.The proposed method can track the user’s eye movements in real time under normal image resolution and lighting conditions using a regular webcam,without special equipment such as infrared illuminators.After the pre-processing steps used to deal with illumination variations,the pupil center is detected using iterative thresholding by applying geometric constraints.Experimental results show that robustness and speed in determining the pupil’s location in real time for users of various ethnicities,under various lighting conditions,at different distances from the webcam and with standard resolution images.展开更多
Prediction of students’engagement in aCollaborative Learning setting is essential to improve the quality of learning.Collaborative learning is a strategy of learning through groups or teams.When cooperative learning ...Prediction of students’engagement in aCollaborative Learning setting is essential to improve the quality of learning.Collaborative learning is a strategy of learning through groups or teams.When cooperative learning behavior occurs,each student in the group should participate in teaching activities.Researchers showed that students who are actively involved in a class gain more.Gaze behavior and facial expression are important nonverbal indicators to reveal engagement in collaborative learning environments.Previous studies require the wearing of sensor devices or eye tracker devices,which have cost barriers and technical interference for daily teaching practice.In this paper,student engagement is automatically analyzed based on computer vision.We tackle the problem of engagement in collaborative learning using a multi-modal deep neural network(MDNN).We combined facial expression and gaze direction as two individual components of MDNN to predict engagement levels in collaborative learning environments.Our multi-modal solution was evaluated in a real collaborative environment.The results show that the model can accurately predict students’performance in the collaborative learning environment.展开更多
Unmanned weapons have great potential to be widely used in future wars.The gaze-based aiming technology can be applied to control pan-tilt weapon systems remotely with high precision and efficiency.Gaze direction is r...Unmanned weapons have great potential to be widely used in future wars.The gaze-based aiming technology can be applied to control pan-tilt weapon systems remotely with high precision and efficiency.Gaze direction is related to head motion,which is a combination of head and eye movements.In this paper,a head motion detection method is proposed,which is based on the fusion of inertial and vision information.The inertial sensors can measure rotation in high-frequency with good performance,while vision sensors are able to eliminate drifts.By combining the characteristics of both sensors,the proposed approach achieves the effect of highfrequency,real-time,and drift-free head motion detection.The experiments show that our method can smooth the outputs,constrain drifts of inertial measurements,and achieve high detection accuracy.展开更多
Background Eye tracking te chnology is receiving increased attention in the field of virtual reality.Specifically,future gaze prediction is crucial in pre-computation for many applications such as gaze-contingent rend...Background Eye tracking te chnology is receiving increased attention in the field of virtual reality.Specifically,future gaze prediction is crucial in pre-computation for many applications such as gaze-contingent rendering,advertisement placement,and content-based design.To explore future gaze prediction,it is necessary to analyze the temporal continuity of visual attention in immersive virtual reality.Methods In this paper,the concept of temporal continuity of visual attention is presented.Subsequently,an autocorrelation function method is proposed to evaluate the temporal continuity.Thereafter,the temporal continuity is analyzed in both free-viewing and task-oriented conditions.Results Specifically,in free-viewing conditions,the analysis of a free-viewing gaze dataset indicates that the temporal continuity performs well only within a short time interval.A task-oriented game scene condition was created and conducted to collect users'gaze data.An analysis of the collected gaze data finds the temporal continuity has a similar performance with that of the free-viewing conditions.Temporal continuity can be applied to future gaze prediction and if it is good,users'current gaze positions can be directly utilized to predict their gaze positions in the future.Conclusions The current gaze's future prediction performances are further evaluated in both free-viewing and task-oriented conditions and discover that the current gaze can be efficiently applied to the task of short-term future gaze prediction.The task of long-term gaze prediction still remains to be explored.展开更多
In recent years,deep learning techniques have been used to estimate gaze-a significant task in computer vision and human-computer interaction.Previous studies have made significant achievements in predicting 2D or 3D ...In recent years,deep learning techniques have been used to estimate gaze-a significant task in computer vision and human-computer interaction.Previous studies have made significant achievements in predicting 2D or 3D gazes from monocular face images.This study presents a deep neural network for 2D gaze estimation on mobile devices.It achieves state-of-the-art 2D gaze point regression error,while significantly improving gaze classification error on quadrant divisions of the display.To this end,an efficient attention-based module that correlates and fuses the left and right eye contextual features is first proposed to improve gaze point regression performance.Subsequently,through a unified perspective for gaze estimation,metric learning for gaze classification on quadrant divisions is incorporated as additional supervision.Consequently,both gaze point regression and quadrant classification perfor-mances are improved.The experiments demonstrate that the proposed method outperforms existing gaze-estima-tion methods on the GazeCapture and MPIIFaceGaze datasets.展开更多
Skin manifestations can be major sources of stress for patients with skin diseases;hence, the effective use of makeup and cosmetic products for these patients has been established. The objective of this study was to d...Skin manifestations can be major sources of stress for patients with skin diseases;hence, the effective use of makeup and cosmetic products for these patients has been established. The objective of this study was to determine if makeup can divert observers’ gaze from areas of inflammatory acne lesions. Both base and point makeup were applied to two Japanese female patients with mild to moderate acne vulgaris to hide skin manifestations, as well as to accentuate the eyes and lips. Photographs of their faces were shown, at various stages of makeup application, to 22 observers (11 men and 11 women). The effects of makeup application, and other eye-diverting strategies (e.g., clothing, accessories, and hairstyle), used to draw observers’ gaze away from acne lesions, were evaluated by analyzing observers’ eye movements. As base makeup application proceeded, time to first fixation, total fixation duration, and fixation count changed. Compared to “no makeup”, the time to first fixation, total fixation duration, and fixation count also decreased significantly after point makeup application. The additional eye-diverting strategies used also had significant gaze-diverting effects. Therefore, makeup can be useful for patients with acne to divert others’ gaze from lesions. Therefore, it should be actively integrated into acne management.展开更多
This paper focuses the question: What does it mean to be a traveller rather than a tourist? The term “tourism” ismostlyused in impersonal commercial language but “travel” often implies the personal, picaresque s...This paper focuses the question: What does it mean to be a traveller rather than a tourist? The term “tourism” ismostlyused in impersonal commercial language but “travel” often implies the personal, picaresque style of travel writing. The travellerbeing the hero of the text and the tourist as an unfortunate by-product of globalisation highlight the formation of the important binary opposites through the identity/difference logic.Travel writers deprecate the behaviour of tourists and go for a more authentic way to engage with cultural contrastfor a more concrete example of otherness. The primary texts taken for this study are the select Odia travel writers: GobindaDas’sDese Dese (In Countries), GolakbihariDhal’sLondon Chithi (Letter From London), and Pratibha Ray’s Swapnara Alaska (Dreamy Alaska) and Africa NayikaNilanadi (Africa’s Heroine the River Nile).展开更多
文摘The gaze is a means of power that can flow through family relationships.It has intense regulatory overtones.In her short story Mr.Tang’s Girls,Malaysian-Chinese Anglophone diasporic writer Shirley Geok-lin Lim shows the conflict between Eastern and Western cultures and the resistance of women under the oppression of patriarchy through the portrayal of the father,Ah Kong,and the eldest daughter,Kim Li.Based on Foucault’s discipline gaze and Hooks’oppositional gaze,this article analyzes the power operation in the story from the following three aspects:the male gaze,discipline and self-discipline,and the oppositional gaze.Kim Li’s subjective image of breaking free from male ownership control has been presented.It suggests the difficulties encountered by female groups in their rebellion against the male gaze and their pursuit of freedom and emancipation.It also reflects the tragedy of awakening women’s destinies under the dual oppression of patriarchy and the East-Westen cultural conflict.
基金supported by the Science and Technology Support Project of Sichuan Science and Technology Department(2018SZ0357)and China Scholarship。
文摘A person’s eye gaze can effectively express that person’s intentions.Thus,gaze estimation is an important approach in intelligent manufacturing to analyze a person’s intentions.Many gaze estimation methods regress the direction of the gaze by analyzing images of the eyes,also known as eye patches.However,it is very difficult to construct a person-independent model that can estimate an accurate gaze direction for every person due to individual differences.In this paper,we hypothesize that the difference in the appearance of each of a person’s eyes is related to the difference in the corresponding gaze directions.Based on this hypothesis,a differential eyes’appearances network(DEANet)is trained on public datasets to predict the gaze differences of pairwise eye patches belonging to the same individual.Our proposed DEANet is based on a Siamese neural network(SNNet)framework which has two identical branches.A multi-stream architecture is fed into each branch of the SNNet.Both branches of the DEANet that share the same weights extract the features of the patches;then the features are concatenated to obtain the difference of the gaze directions.Once the differential gaze model is trained,a new person’s gaze direction can be estimated when a few calibrated eye patches for that person are provided.Because personspecific calibrated eye patches are involved in the testing stage,the estimation accuracy is improved.Furthermore,the problem of requiring a large amount of data when training a person-specific model is effectively avoided.A reference grid strategy is also proposed in order to select a few references as some of the DEANet’s inputs directly based on the estimation values,further thereby improving the estimation accuracy.Experiments on public datasets show that our proposed approach outperforms the state-of-theart methods.
基金funded by the“Intelligent Recognition Industry Service Research Center”from The Featured Areas Research Center Program within the framework of the Higher Education Sprout Project by the Ministry of Education(MOE)in Taiwan.Grant Number:N/A and the APC was funded by the aforementioned Project.
文摘The pandemic situation in 2020 brought about a‘digitized new normal’and created various issues within the current education systems.One of the issues is the monitoring of students during online examination situations.A system to determine the student’s eye gazes during an examination can help to eradicate malpractices.In this work,we track the users’eye gazes by incorporating twelve facial landmarks around both eyes in conjunction with computer vision and the HAAR classifier.We aim to implement eye gaze detection by considering facial landmarks with two different Convolutional Neural Network(CNN)models,namely the AlexNet model and the VGG16 model.The proposed system outperforms the traditional eye gaze detection system which only uses computer vision and the HAAR classifier in several evaluation metric scores.The proposed system is accurate without the need for complex hardware.Therefore,it can be implemented in educational institutes for the fair conduct of examinations,as well as in other instances where eye gaze detection is required.
基金Supported by the National Natural Science Foundation of China (61772468, 62172368)the Fundamental Research Funds forthe Provincial Universities of Zhejiang (RF-B2019001)
文摘Background Eye-tracking technology for mobile devices has made significant progress.However,owing to limited computing capacity and the complexity of context,the conventional image feature-based technology cannot extract features accurately,thus affecting the performance.Methods This study proposes a novel approach by combining appearance-and feature-based eye-tracking methods.Face and eye region detections were conducted to obtain features that were used as inputs to the appearance model to detect the feature points.The feature points were used to generate feature vectors,such as corner center-pupil center,by which the gaze fixation coordinates were calculated.Results To obtain feature vectors with the best performance,we compared different vectors under different image resolution and illumination conditions,and the results indicated that the average gaze fixation accuracy was achieved at a visual angle of 1.93°when the image resolution was 96×48 pixels,with light sources illuminating from the front of the eye.Conclusions Compared with the current methods,our method improved the accuracy of gaze fixation and it was more usable.
文摘Gaze describes the relationship of the subject with the power and desire to look and awareness that one can be viewed.The gaze can be motivated by the subject' s desire to control the object it sees,and an object that can likewise capture and hold the subject' s eye.The term ' gaze' is often defined as looking long and intently with affection at a subject.A person who determines a sense of themselves as an individual element in the world makes up the idea of the gaze.The concept of the gaze is also a central part of theories looking within modernity.
基金the Applied Experimental Psychology Project of Beijing Key Laboratory from 2008 to 2009, No.JD100270541the Scientific Research Foundation of Beijing Normal University, No.2009SC-3
文摘Gaze orientation induces activation of relevant brain regions, presents differences in specificity and time course, and is exhibited in patients with brain injury. However, the components of activated event-related potential remain controversial. Previous studies of behavior and cognitive neuroscience related to gaze orientation investigated conscious attention of visual orientation. The present study explored gaze orientation processing-induced event-related potential components and changes with time using reflective orientation of visual attention under a reflective attention cue paradigm. Visual attention processing of gaze orientation was recorded using event-related potential and electroencephalographic recording. Results demonstrated that the reflective attention cue task evoked early directing attention negativity and anterior directing attention negativity, but did not trigger late directing attention positivity. These results suggest that reflective attention occurs over a short time of visual stimulus presentation. During the early stage of attention processing, early directing attention negativity and anterior directing attention negativity were detected, but late directing attention positivity did not occur. These results confirmed reflectivity and time-course superiority of gaze orientation attention processing.
文摘We investigated if attentional bias directed to the right increased with age. We assessed the characteristics of the following types of eye-gaze by using the Posner cueing paradigm. Younger (n =16) and older (n = 20) adults participated in this study. First of all, a face which looked straight ahead was presented at the center of screen, followed by a gaze cue that looked left or right. Immediately after this informative cue, a target stimulus (“*”) appeared to the left or right of the face. The stimulus-onset asynchrony (SOA) between the cue and the target was selected from 300, 700, and 1100 ms. Participants were required to judge whether the target appeared to the left or the right of the gaze cue as quickly and accurately as possible. Results showed that older adults indicate a larger positive gaze-cueing effect when the eye-gaze shifted rightward, whereas this effect was not observed for a leftward shift. Moreover, a negative gaze-cueing effect (inhibition of return) was observed when the SOA was longer only for the leftward eye-gaze shift of older adults. These modulations of the cueing effect did not appear in younger adults. These findings demonstrate that the rightward attentional bias in older adults is more robust than the leftward bias.
文摘Dogs show high social communicative ability in interactions with humans. We investigated the association between dogs’ social communicative behavior and the polymorphisms of a gene related to a neurotransmitter. We used an “unsolvable task”, in which an experimenter put a food reward into a container and closed it firmly so that dogs could not remove the reward. Human-directed gazing, possibly to request help, is a characteristic behavioral trait of dogs in such situations. The association between owner-directed gazing behavior in the unsolvable task and polymorphisms of three regions (exon1, exon3, intron2) in the dopamine receptor D4 gene (DRD4) was analyzed. We found that the genotype of DRD4 intron2 was significantly associated with the dogs’ gazing behavior. Dogs carrying shorter allele (P) looked at their owner more frequently, for longer, and earlier than dogs carrying longer allele (Q). This result suggests that polymorphism in DRD4 intron2 may affect social communication and cognition in dogs.
文摘This article compares how people with normal bodies and bodies that deviate from dominant media-depicted body ideals, live with and accept their bodies. Media images of ideal bodies encompass judging gazes. These gazes affect and discipline people and may make it challenging for them to accept their bodies. The data material is part of the interdisciplinary Nordic project called “Beauty comes from within: looking good as a challenge in health promotion”. Based on 20 interviews with Norwegian men and women, of whom 10 have particular appearance-related problems, the article discusses the relationship between the media-depicted body ideals, descriptions by informants of what a good-looking body is, body satisfaction and body practices. The article shows resonance between how people describe good-looking bodies and satisfaction or not with own bodies. Women express more dissatisfaction with their bodies than men, but the article shows that many have strategies for trying to accept their bodies as they are. The comparative perspective highlight that the people having deviant bodies, more than those with normal bodies, balance the idea of “being myself” with the idea of “doing the best out of my (bodily) situation”. Most interestingly, they show that it is harder to accept handicaps that are changeable, like overweight, than harelips, deformed legs and skin injuries. As such, overweight becomes a double burden.
文摘This paper presents a user friendly approach to localize the pupil center with a single web camera.Several methods have been proposed to determine the coordinates of the pupil center in an image,but with practical limitations.The proposed method can track the user’s eye movements in real time under normal image resolution and lighting conditions using a regular webcam,without special equipment such as infrared illuminators.After the pre-processing steps used to deal with illumination variations,the pupil center is detected using iterative thresholding by applying geometric constraints.Experimental results show that robustness and speed in determining the pupil’s location in real time for users of various ethnicities,under various lighting conditions,at different distances from the webcam and with standard resolution images.
基金supported by the National Natural Science Foundation of China (No.61977031)XPCC’s Plan for Tackling Key Scientific and Technological Problems in Key Fields (No.2021AB023-3).
文摘Prediction of students’engagement in aCollaborative Learning setting is essential to improve the quality of learning.Collaborative learning is a strategy of learning through groups or teams.When cooperative learning behavior occurs,each student in the group should participate in teaching activities.Researchers showed that students who are actively involved in a class gain more.Gaze behavior and facial expression are important nonverbal indicators to reveal engagement in collaborative learning environments.Previous studies require the wearing of sensor devices or eye tracker devices,which have cost barriers and technical interference for daily teaching practice.In this paper,student engagement is automatically analyzed based on computer vision.We tackle the problem of engagement in collaborative learning using a multi-modal deep neural network(MDNN).We combined facial expression and gaze direction as two individual components of MDNN to predict engagement levels in collaborative learning environments.Our multi-modal solution was evaluated in a real collaborative environment.The results show that the model can accurately predict students’performance in the collaborative learning environment.
基金Supported by Defense Industrial Technology Development Program(JCKY2017602C016)。
文摘Unmanned weapons have great potential to be widely used in future wars.The gaze-based aiming technology can be applied to control pan-tilt weapon systems remotely with high precision and efficiency.Gaze direction is related to head motion,which is a combination of head and eye movements.In this paper,a head motion detection method is proposed,which is based on the fusion of inertial and vision information.The inertial sensors can measure rotation in high-frequency with good performance,while vision sensors are able to eliminate drifts.By combining the characteristics of both sensors,the proposed approach achieves the effect of highfrequency,real-time,and drift-free head motion detection.The experiments show that our method can smooth the outputs,constrain drifts of inertial measurements,and achieve high detection accuracy.
基金the National Key R&D Program of China(2017 YFB 0203000)National Natural Science Foundation of China(61632003,61661146002,61631001).
文摘Background Eye tracking te chnology is receiving increased attention in the field of virtual reality.Specifically,future gaze prediction is crucial in pre-computation for many applications such as gaze-contingent rendering,advertisement placement,and content-based design.To explore future gaze prediction,it is necessary to analyze the temporal continuity of visual attention in immersive virtual reality.Methods In this paper,the concept of temporal continuity of visual attention is presented.Subsequently,an autocorrelation function method is proposed to evaluate the temporal continuity.Thereafter,the temporal continuity is analyzed in both free-viewing and task-oriented conditions.Results Specifically,in free-viewing conditions,the analysis of a free-viewing gaze dataset indicates that the temporal continuity performs well only within a short time interval.A task-oriented game scene condition was created and conducted to collect users'gaze data.An analysis of the collected gaze data finds the temporal continuity has a similar performance with that of the free-viewing conditions.Temporal continuity can be applied to future gaze prediction and if it is good,users'current gaze positions can be directly utilized to predict their gaze positions in the future.Conclusions The current gaze's future prediction performances are further evaluated in both free-viewing and task-oriented conditions and discover that the current gaze can be efficiently applied to the task of short-term future gaze prediction.The task of long-term gaze prediction still remains to be explored.
基金the National Natural Science Foundation of China,No.61932003and the Fundamental Research Funds for the Central Universities.
文摘In recent years,deep learning techniques have been used to estimate gaze-a significant task in computer vision and human-computer interaction.Previous studies have made significant achievements in predicting 2D or 3D gazes from monocular face images.This study presents a deep neural network for 2D gaze estimation on mobile devices.It achieves state-of-the-art 2D gaze point regression error,while significantly improving gaze classification error on quadrant divisions of the display.To this end,an efficient attention-based module that correlates and fuses the left and right eye contextual features is first proposed to improve gaze point regression performance.Subsequently,through a unified perspective for gaze estimation,metric learning for gaze classification on quadrant divisions is incorporated as additional supervision.Consequently,both gaze point regression and quadrant classification perfor-mances are improved.The experiments demonstrate that the proposed method outperforms existing gaze-estima-tion methods on the GazeCapture and MPIIFaceGaze datasets.
文摘Skin manifestations can be major sources of stress for patients with skin diseases;hence, the effective use of makeup and cosmetic products for these patients has been established. The objective of this study was to determine if makeup can divert observers’ gaze from areas of inflammatory acne lesions. Both base and point makeup were applied to two Japanese female patients with mild to moderate acne vulgaris to hide skin manifestations, as well as to accentuate the eyes and lips. Photographs of their faces were shown, at various stages of makeup application, to 22 observers (11 men and 11 women). The effects of makeup application, and other eye-diverting strategies (e.g., clothing, accessories, and hairstyle), used to draw observers’ gaze away from acne lesions, were evaluated by analyzing observers’ eye movements. As base makeup application proceeded, time to first fixation, total fixation duration, and fixation count changed. Compared to “no makeup”, the time to first fixation, total fixation duration, and fixation count also decreased significantly after point makeup application. The additional eye-diverting strategies used also had significant gaze-diverting effects. Therefore, makeup can be useful for patients with acne to divert others’ gaze from lesions. Therefore, it should be actively integrated into acne management.
文摘This paper focuses the question: What does it mean to be a traveller rather than a tourist? The term “tourism” ismostlyused in impersonal commercial language but “travel” often implies the personal, picaresque style of travel writing. The travellerbeing the hero of the text and the tourist as an unfortunate by-product of globalisation highlight the formation of the important binary opposites through the identity/difference logic.Travel writers deprecate the behaviour of tourists and go for a more authentic way to engage with cultural contrastfor a more concrete example of otherness. The primary texts taken for this study are the select Odia travel writers: GobindaDas’sDese Dese (In Countries), GolakbihariDhal’sLondon Chithi (Letter From London), and Pratibha Ray’s Swapnara Alaska (Dreamy Alaska) and Africa NayikaNilanadi (Africa’s Heroine the River Nile).