Research on multi-camera information fusion method for intelligent perception

Feng, Qi; Wang, Tianjiang; Liu, Fang; He-fei, Lin

doi:10.1007/s11042-017-5085-z

Cited by 9 publications

(6 citation statements)

References 30 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…From Table 2, our strategy achieves the maximum division precision possible. The musicality division has 94 percent accuracy in terms of speed, which is 19 percent greater than the speed limit division used in work [26][27][28][29]. Furthermore, in the context of kinematic highlights and beat, the impacts of division approaches are superior to those in the context of kinematic highlights.…”

Section: Recall = T P T P + E N Precision = T P T P + F N mentioning

confidence: 94%

A Hybrid Density Network-Based Dance Movement Generation Algorithm and Internet of Things for Young Children

Fang

2022

Wireless Communications and Mobile Computing

View full text Add to dashboard Cite

The music development matching model and the quantifiable planning model have an undesirable fit between the dance produced by the model and the music self in terms of music-driven dance development age (e.g., generated dance development is lacking, and long-distance dance arrangements are lacking in perfection and discernment). The traditional methodology cannot produce new dance moves or other associated concerns. To address these concerns, we are working on a dance age estimation based on technological developments and neural networks that will eliminate the need for voice and development planning. The first stage uses the prosody elements and sound beat highlights extracted from music as music highlights, while the second stage uses the directions of essential human body issues derived from dance recordings as movement highlights. The model’s generating module acknowledges the vital planning of music and dance advancements to build a smooth dance posture in the next stage; the discriminator module acknowledges the autoencoder module agent has improved sound characteristics and the consistency of dance and music. In the third and final step, the model’s transformed form changes the dance act succession into a good diversity of dance. Finally, a reasonable rendition of the dance that matches the music has been found (e.g., trial data is gathered from online dance recordings, and the exploratory outcomes are examined from five perspectives: poor work esteem, correlation of various baselines, assessment of grouping age influence, client examination, and genuine dance recording quality assessment). The proposed dance age model has a reasonable impact on converting into actual dance recordings, according to the results.

show abstract

Section: Recall = T P T P + E N Precision = T P T P + F N mentioning

confidence: 94%

A Hybrid Density Network-Based Dance Movement Generation Algorithm and Internet of Things for Young Children

Fang

2022

Wireless Communications and Mobile Computing

View full text Add to dashboard Cite

show abstract

“…According to the basic data of SCL-90 and UPI2 information fusion, the MDS algorithm is used to project multidimensional survey objects into the low-dimensional visualization space, and the distance difference between the survey objects in the high-dimensional space and the low-dimensional space is kept as consistent or similar as possible [ 12 ]. The main steps are as follows:…”

Section: Methodsmentioning

confidence: 99%

Intelligent Assessment of Mental Health Based on Multisource Information Fusion

Jing

2022

Journal of Healthcare Engineering

View full text Add to dashboard Cite

Mental health problems will seriously damage social harmony and family happiness. This paper proposes a study on mental health intelligence assessment based on multisource information fusion. Combining the data description of UPI and SCL-90 and the corresponding task requirement analysis, the multisource information fusion visualization based on the Circos diagram is designed and realized, and the parallel coordinate visualization is established. The MDS algorithm is used to project multidimensional survey objects into low-dimensional visualization space, and the actual UPI and SCL-90 questionnaire data for 278 students of a certain major at a university provided by the cooperative unit are used. The results show that the mental health problems of student A are serious, and the symptoms of depression and schizophrenia are prominent, so it is necessary to seek psychological experts for corresponding treatment in time. By contrast, student B's mental health problems are also serious, and the user judges that student B still needs further diagnosis and treatment. The correlation analysis results of multisource information fusion are roughly the same as the actual situation, which is convincing. Therefore, the multisource mental health information fusion of college students has a certain correlation and complementarity.

show abstract

“…Postmodern Fiction Writers. In traditional medical treatment and psychotherapy, American postmodernist novel creators cannot express all their emotions relaxedly and are subject to a lot of control [11,24,25]. Due to language limitations, it is difficult to express their emotions.…”

Section: The Role Of Therapeutic Interventions On Americanmentioning

confidence: 99%

“…Compared with the mainland, Taiwan has entered the field a little later and has a different way of development. The scale of music therapy intervention is small, but it is small and sophisticated, relatively more professional, and has developed rapidly [10][11][12]. This paper presents the concept of applying visual analytics techniques to mental health assessments.…”

Section: Introductionmentioning

confidence: 99%

Individualized Assessment and Therapeutic Intervention for Mental Health of American Postmodern Novelists

2022

Occupational Therapy International

View full text Add to dashboard Cite

Objective. Therapeutic intervention can improve the overall level of mental health of American postmodern fiction writers by improving their social communication skills and overall well-being. This paper discusses the application of art therapy in the mental health education of American postmodern novel creators and proves that expressive art therapy intervention is effective in improving the mental health level of American postmodern novel creators. Method. This article attempts to help American postmodernist novel creators understand their own mental health status by means of individualized assessment and therapeutic intervention and to analyze and discover their own potential mental health problems. The writers of postmodernist novels in the USA were measured and screened by means of scales and questionnaires, and the members who met the experimental intervention were divided into experimental group and control group, and the experimental group received a 30-day reception music therapy intervention. After the intervention, the data will be counted, and the quantitative and qualitative aspects will be analyzed to comprehensively evaluate the effect of the intervention. Results/Discussion. Receptive music therapy intervention has a significant effect in relieving the anxiety of American postmodernist novel creators and plays a positive role in helping American postmodernist novel creators better adapt to study life and build good emotional psychology and interpersonal relationships. Psychological counseling relies more on external forces to correct cognition and adjust psychology, while music therapy intervention, as a nonsemantic art, can arouse inner functions and mobilize the self-healing potential of American postmodern novel creators. Practice has proven that when the language intervention of traditional psychotherapy encounters resistance and silence, music as a special language plays a vital role. The nonlinguistic nature of music, through a mode of reproduction of sounds in nature, makes the beautiful and soothing melody stimulate a pleasant and peaceful psychological experience through human hearing.

show abstract

Research on multi-camera information fusion method for intelligent perception

Cited by 9 publications

References 30 publications

A Hybrid Density Network-Based Dance Movement Generation Algorithm and Internet of Things for Young Children

A Hybrid Density Network-Based Dance Movement Generation Algorithm and Internet of Things for Young Children

Intelligent Assessment of Mental Health Based on Multisource Information Fusion

Individualized Assessment and Therapeutic Intervention for Mental Health of American Postmodern Novelists

Contact Info

Product

Resources

About