Implementation of Computer-Based Vision Technology to Consider Visual Form of Ceramic Mural Art

As one of the cultural forms of human beings, ceramic murals transcend the dimension of time and space and transcend the single cognition of materialism in the sense of purely material materials. The emergence of computer vision technology has also provided conditions for developing ceramic murals in terms of concepts and technical forms. This article ﬁrst studies the visual communication language research in ceramic mural art, at the same time comprehensively analyzes the design principles of ceramic mural art, and interprets the visual form of ceramic mural art from the perspective of actual projects in the thesis; then, it boldly analyzes the future of ceramic mural art Development trend. Finally, this article analyzes the composition in ceramic mural art, the graphics in ceramic mural art, the color in ceramic mural art, the scale in ceramic mural art, the lighting in ceramic mural art, and the design principles in ceramic mural art. The experimental results show that there are signiﬁcant diﬀerences in the artistic design principles of ceramic murals ( P < 0 . 05 ) , and there are signiﬁcant diﬀerences in the artistic design principles of ceramic murals ( P < 0 . 05 ) . Therefore, the artistic design principles of modern ceramic murals should mainly follow elegant and prominent forms.

With the development of urbanization and the rapid development of the construction industry, more and more public environments need decorative design, enabling ceramic artists to participate in the environmental art of public spaces, thereby linking art and technology, and art and design are approaching. Chen et al. proposed that the rule of form applied to ceramic mural design has important practical significance. He mainly discusses the application of the plane composition, three-dimensional composition, color composition, and texture effect in the design of ceramic murals through the analysis and research of the beauty rules of the form and the design of ceramic murals [70]. Kiedrowski believes that constitutional art is a widely influential art form in modern visual art. It enriches the formal language of modern mural design and broadens the expression of visual aesthetics, which has an important influence on the development of modern murals [71]. Wang et al. pointed out that the objective life of the society determines the art of each era at that time. Once society changes, the art that reflects this era cannot fail to produce corresponding changes. e old art has become history as a product of the previous era, and new art will also emerge with the development of the times [72]. In [73], the author proposed using two image processing techniques (Canny edge detection and Hough line transform) combined with the Mask R-CNN model to measure the depth of flood in images of traffic signs. In [74], the author proposed using the Canny edge detection and Hough transform image processing techniques combined with A * search route optimization and distance decay function to determine the shortest flood-free route for citizens transiting in flood events. e history of Chinese ceramics is the largest globally, and Chinese translation can show that ceramics are significant to China. At present, ceramic murals have been widely used in architectural environment decoration worldwide, but for China, it needs to be developed and improved. Compared with the development of ceramic murals globally, the development of ceramic murals in China is still in its infancy, but artists increasingly use the decoration of ceramic murals in public places. By interpreting the status quo of visual communication, A H T helps readers create artworks with a unique artistic vision and a clearer understanding of visual communication phenomena in society [75]. Xi et al. introduced the development process of Chinese subway mural art, summarized valuable experiences from the historical development and creation, and analyzed the future development prospects of Chinese subway mural art [76]. Rosario introduces a group of famous contemporary ceramic artists and their works, outlines their art forms and style characteristics, and demonstrates the form characteristics of ceramic murals in the public environment in the form of case appreciation and analysis [77]. is research proposal has enabled ceramic art to reach a certain level, but ceramic art has not been fully reflected in practical applications, and its practicability is not high.
Ceramic mural art is a kind of visual art that can reflect the urban culture and humanistic spirit. It is an art form with both aesthetics and functionality. e research of this subject starts with the universality of ceramic mural art, analyzes the ceramic mural art in major domestic cities, summarizes the language and design principles of visual communication, and summarizes the visual communication form suitable for ceramic mural art. e innovation of this paper is to compare the edge detection operators in the experimental part, analyze the advantages and disadvantages of each edge detection operator, and choose the edge detection operator suitable for ceramic mural image detection. Finally, the optimal threshold is obtained through the iterative threshold segmentation method, and the image is binarized, the roundness index is used to distinguish the genuine and the inferior products, and finally, the classification is realized.

Visual Form of Ceramic Mural Art Based on
Computer Vision Technology

Digital Image Processing, Recognition, and
Understanding. Image processing is the use of computer systems to process digital images for various purposes. Image processing in time aims to improve image quality and use people as objects to improve people's visual effects. In image editing, the input image quality is poor, and the output image quality is higher [80,81]. ere is also a type of image processing that uses machines as objects. e purpose of processing is to allow the machine or computer to recognize the target, which is called image recognition automatically.

Main Research Contents of Digital Image Processing.
e recently studied waveform transformation has good detection characteristics in time and frequency and has many practical applications in image processing. Image enhancement and restoration aim to enhance the image quality to highlight the region of interest in the image. Although many edge extraction and region segmentation methods have been studied, no practical method applies to various images. erefore, the research on image segmentation continues to deepen, which is also one of the hotspots of current image processing research [82,83].

Process of Ceramic Mural Art Image Processing.
e digital camera images are stored as "frames" in the memory, and the application can export and process any "frame" data at any time. e primary task of a digital image processing system is to use a specific algorithm to determine the required information from a specific "frame" of the image. ere are usually many methods to achieve the goal, but the results and efficiency obtained using different algorithms may be very different [84,85]. e basic process of processing ceramic mural art images is shown in Figure 1.

Image Processing Technology of Ceramic Murals.
First of all, ceramic murals have a horizontal extension of the architectural space. Due to the structural layout of the entire building, some building spaces may be relatively small. Usually, hanging a bright mirror on the wall of the room will make people have a visual illusion, feeling that the size of the room has doubled. In the same way, artists can create a sensory ideal space environment through various sensory effects of ceramic murals [86]. e artist makes full use of the space changes, starting from the content of the ceramic mural itself, using light and dark contrast, virtual and real contrast, size contrast, etc., to make full use of the visual illusion of the human eye to achieve the purpose of extending the architectural space.
Secondly, ceramic murals have a horizontal contraction effect on the architectural space. e narrow architectural space environment makes people feel anxious, so people yearn for a spacious space, which makes people feel comfortable. However, things must be reversed; too empty and open space will also make people feel lonely and indifferent.
is kind of "spaciousness" has turned into a disadvantage [87]. Artists can change people's feelings of overly spacious space environment through human visual senses. People's attention is attracted by the contrast of different forms of ceramic murals and the expression of the proportions of the ceramic murals. People's visual focus will be on the ceramic murals as soon as they enter the space environment, ignoring other environmental factors. To successfully achieve these, one must be familiar with the overall public space environment, understand people's psychology, and be good at discovering the central point of people's vision. Among them, image preprocessing, edge detection, filtering, and image binarization are required, specifically as follows: (1) Image preprocessing: the first step of image processing is generally to preprocess the image. Image preprocessing mainly completes the fair compensation and smoothing of the target image. Its ultimate goal is to provide as adequate image data as possible for subsequent processing: (1) For a target composed of an infinite number of points, a superposition of countless enlarged ring holes is formed on the image surface. ese superimposed ring holes are called coded images [88]. Suppose the target function is o(x, y), h(x, y) is the point spread function of the annular coded aperture system, and n(x, y) is the irrelevant noise function of the system, then the image function i(x, y) formed by the coded aperture camera is as follows: In the formula, * is the convolution symbol, and the Fourier transform of the above formula can obtain the frequency spectrum distribution as follows: However, in many problems, H has a zero point or has a small value in some areas; that is, there is a singular or ill-conditioned problem, or there is no inverse transformation, or has a severe amplification effect on noise, so the inverse filtering method is beneficial in practical applications [89]. (2) Edge detection: the gradient f(x, y) in the direction of θ along cis defined as follows: e condition for obtaining the maximum value of zf/zc is (z(zf/zc)/zθ) � 0, namely: e maximum gradient g is the image edge detection value.
(3) Filter: filtering is to find a filter with a transfer function of H w (u, v), so that the mean square error between the recovered target estimate o ′ (x, y) and the real o(x, y) is the smallest, namely: Among them H * (u, v) is the complex conjugate of the transfer function of the coded aperture imaging system, and S o (u, v) and S n (u, v) are the power spectral density of the target image and noise, Mathematical Problems in Engineering 3 respectively; then the recovered target estimate is as follows: For calculation convenience, S n (u, v)/S o (u, v) it can be set to a particular empirical value ε according to the different processing objects, namely: Do the inverse Fourier transform of the above formula, and the reconstructed target image is obtained as follows: (4) Binary image: the greater the variance between the background and the foreground, the more significant the difference between the two parts, so when the variance between the two parts reaches the maximum, this threshold T is the best threshold of the maximum variance method [68]. e variance between the two groups is expressed as follows: Among them μ 2 are the probabilities generated by the two parts and μ is the image's overall gray value [90]. Let x(t) be a square-integrable function, denoted as x(t) ∈ L 2 (R), and ψ(t) is a function called basic wavelet, then: Wavelet transforms called x(t). among them, is the displacement and scale expansion of the basic wavelet. In addition, a is the scale factor and k reflects the displacement. e symbol 〈x, y〉 represents the inner product, and the equivalent frequency domain representation is as follows: where X(ϖ) and Ψ * (aϖ) are the Fourier transform of x(t) and χ(t), respectively [91].

Ceramic Murals Exist Based on the Public Space
Environment. e mural made of ceramic materials alone does not have any meaning and value. e ceramic murals exist for a specific public space environment. Its meaning depends on the overall atmosphere of the public space environment, and its manifestation and physical existence depend on the public space environment [91,92]. Ceramic murals exist based on the large environment of public space. Since its creation, the ceramic mural has not existed as an independent thing; it exists to embellish or beautify the space. at is to say, ceramic murals must match the public space environment in which they are located. is is necessary for ceramic murals to play a good role in beautifying the public space environment. Regardless of how colorful the ceramic mural works are, if it is in harmony with the environment in which it is just completed, even if it does not look so eye-catching, the overall public space environment after it is embellished will often reach unexpected effect [93].

e Public Space Environment Restricts Ceramic Murals.
e public space environment is not only the carrier on which the ceramic murals attach, but it also restricts the ceramic murals. e wall shape of the public space environment will restrict ceramic murals. e previous section has discussed the dependence of the physical existence of ceramic murals on the building walls in the public space environment. e physical form of ceramic murals must first meet the requirements of the public space environment.
is is a sufficient condition for ceramic murals to exist in the public space environment [94,95]. At the same time, it also caused restrictions on ceramic murals in the public space environment. e shape of the wall in the public space environment is not fixed; it changes with the overall structure of the public space. Its size changes with the size of the entire building structure. It can be a regular rectangle or an irregular arc, a plane, or a threedimensional structure composed of several planes. e creation of ceramic murals is developed based on these external constraints.

Space Adjustment of Ceramic Murals to the Public Environment.
e significance of ceramic murals is to embellish and beautify the public space environment. Successful ceramic mural works will give the finishing touch to the public space environment. e artist uses human visual effects and the expression technique of ceramic murals to even make up for certain flaws in the public space environment. Ceramic murals play a role in the horizontal extension of the architectural space. Due to the influence of the layout of the entire building structure, some building spaces may be relatively small [96,97]. Usually, hanging a bright mirror on the wall of the room will make people have a visual illusion, feeling that the size of the room has doubled. In the same way, artists can create a sensory ideal space environment through various sensory effects of ceramic murals. e artist makes full use of the space changes, starting from the content of the ceramic mural itself, using light and dark contrast, virtual and real contrast, size contrast, etc., to make full use of the visual illusion of the human eye to achieve the purpose of extending the architectural space.
Successful ceramic murals are an indispensable part of the public space environment. Successful artists are good at using the elements of the architectural space environment to achieve the overall beauty of their ceramic mural art [98][99][100][101]. e form and technique of ceramic mural painting itself are only many means to embody the artist's creative ideas. Only by combining the various elements of the architectural space environment and making them a way to express the ideas of ceramic murals can the unity and coordination of ceramic murals and architectural space environment be genuinely achieved [102][103][104][105][106][107].

Ceramic Art Applied to Landscape Design.
As one of the public language arts, ceramic art has formed a unique image, symbol, and even an ignorant concept into the field of public landscape design due to its unique material properties and historical and cultural properties. e ceramic art involved in this article is mainly from ceramics. e material and language characteristics of the material itself and the application of the abstract language of ceramic art to describe the landscape space are intended to find a way to not only create a dialogue between the ceramic art creator and the public but also create a dialogue between the public landscape space and the public-compatibility language.

System Architecture Design.
A ceramic mural art detection system was written with VC++ based on much research on image processing applications. e software adopts a modular design, and the image processing functions are classified by function, so it has nothing to do with the software interface. e software interface can call specific image processing functions in various ways and display the images before and after processing in the designated area. e system software mainly completes the following tasks: connecting digital cameras, saving images, image preprocessing, image segmentation processing, image feature extraction and classification, and stepping motor control.
e system flow software block diagram is shown in Figure 2.

Test Subject.
is article uses a ceramic mural art vision system based on computer vision technology. It selectively enters 4000 pieces of various ceramic murals and classifies and analyzes them. Each ceramic mural has multiple attributes. Here, we analyze the composition in ceramic mural art, the graphics in ceramic mural art, the color in ceramic mural art, the scale in ceramic mural art, the lighting in ceramic mural art, and the design principles in ceramic mural art. Based on the above six indicators, we designed relevant questionnaires by searching many documents and distributing the questionnaires to the masses. Here we distribute them according to the approximate age groups. Each age group distributes 100 questionnaires. All questions are divided into 5 Levels (beautiful, fair, decent, abstract, and ugly). e questionnaires issued this time are sent back on the spot after they are written. e questionnaire recovery rate is 100%.
ere are no open questions in all the questionnaires, so the efficiency is 100%.

Experimental Method.
In the preexperiment stage, we need to input extensive sample data and classify and analyze the ceramic mural art visual system based on computer vision technology. We also need to query a large amount of literature data to design-related questionnaires.
In the experimental stage, our experimental object is the artistic visual form of ceramic murals, and the data source is the questionnaire issued and recovered. Here we are issuing questionnaires by age group to reduce significant differences.
In the postexperiment stage, we collected statistics on the collected questionnaires. We followed the composition in ceramic mural art, graphics in ceramic mural art, color in ceramic mural art, scale in ceramic mural art, lighting in ceramic mural art, and the six indicators of design principles in ceramic mural art and related knowledge analyze these data to get a conclusion.

Data Collection.
ere are many data standard processing methods, but different data standardization methods will have a particular impact on the evaluation results of the system. For the positive indicator standardization method,

Mathematical Problems in Engineering
For negative index standardization methods, 3.5. Statistical Data Processing Method. SPSS23.0 software was used for data processing, and the count data were expressed in percentage, k is the number of data in this experiment, σ 2 is the variance of all survey results, and P < 0.05 indicates that the difference is statistically significant. e formula for calculating reliability is shown in the following equation:

Evaluation Index System Based on Index Reliability
Testing. Reliability refers to the stability and reliability of the questionnaire. is article adopts the α coefficient method created by L. J. Cronbach. Reliability Analysis can obtain the α coefficient in SPSS software. It is generally believed that the α coefficient above 0.8 indicates that the effect of the index set is perfect, and above 0.7 is also acceptable. Here, we analyze the reliability of each type of object, and the reliability index we choose for each type of object is slightly different. e results are shown in Table 1. It can be seen from Table 1 that the composition in the ceramic mural art, the graphics in the ceramic mural art, the color in the ceramic mural art, the scale in the ceramic mural art, the lighting in the ceramic mural art, and the design principle indicators in the ceramic mural art the influence of the obtained data on this experiment are acceptable (α > 0.7). e design principles in the artistic design of modern ceramic murals should mainly follow the principles of graceful form, highlighting regional culture, people-oriented, and green environmental protection. Teachers can reasonably use rational design principles to design ceramic mural art that is more in line with people's aesthetic needs and the development of the times.

Composition of the Ceramic Mural Art.
In the composition management of mural paintings, images in multiple spaces simultaneously are often combined on one screen, or images from multiple times in the same space are also combined on one screen, or images from multiple times are combined on one screen. Images and images in multiple spaces are combined on one screen, and the results are shown in Table 2. We make a histogram based on this result, as shown in Figure 3.
rough the paired sample T-test, it can be found that after the experiment, the P value of each age group on the composition score of the ceramic mural art is less than 0.05.
ere is a significant difference; the P value of each composition index in the ceramic mural art is also less than 0.05. Significant differences explain how to organize the picture structure and form the picture's integrity, and the environment is the most important. ese characteristics help the ceramic mural art spread better and better display the charm of the mural art. e specific situation is shown in Figure 3.

Graphics in the Ceramic Mural Art.
Graphics are not just a description of the objective world. Designers can use graphics to create a sense of form, produce more profound visual effects, stimulate people's senses, and stimulate people's pursuit of beauty. Graphic language carries a rich accumulation of content and is a highly symbolic visual language. e results are shown in Table 3. We make a bar graph based on this result, as shown in Figure 4.
rough the paired sample T-test, it can be found that after the end of the experiment, there is a significant difference in the P value of each age group on the graphic score of the ceramic mural art, which is less than 0.05; the P value of each index in the ceramic mural art is also less than 0.05. e significant difference explains how to flexibly master the arrangement method of the visual elements of subway murals and how to spread the mural information better and more effectively require the collective efforts of designers. ey must have some insights into inheritance and development and persevere in subway murals, going farther and farther on the creative road. e specific situation is shown in Figure 4.

Colors in the Ceramic Mural Art.
e application of color symbols tends to pay more attention to its symbolic meaning. e role of symbolic color and human vision will  produce strong psychological induction, stimulating human emotion and imagination. As a form of visual language, the color corresponds to real objects, and human spirit and emotion are connected. e results are shown in Table 4. We make a combination diagram based on this result, as shown in Figure 5.
rough the paired sample T-test, it can be found that after the experiment, the P value of each age group on the color score of ceramic mural art is less than 0.05; there is a significant difference; the P value of each index of the color in ceramic mural art is also less than 0.05. e significant difference shows that only the existence of color contrast can    Mathematical Problems in Engineering effectively spread. e strong contrast will quickly attract people's attention, and the weakened contrast can calm people's impetuous mood in the underground space. e specific situation is shown in Figure 5.

Scale in Ceramic Mural Art.
e height and width of the subway mural art need to be determined according to the area of the underground space and the height and width of the wall so that the subway mural art is in harmony with the overall environmental space. e importance of scale is based on the other visual communication elements of the subway mural art. Above, the integration of scale and environment is the critical factor of visual aesthetics. e results are shown in Table 5. We make a pie chart based on this result, as shown in Figure 6.
rough the paired sample T-test, it can be found that after the experiment, the P value of each age group on the scale score of ceramic mural art is less than 0.05 and has a significant difference; the P value of each index of the scale in ceramic mural art is also less than 0.05. e significant difference indicates that the scale of ceramic mural art must not only be in harmony with the environmental space, but the ultimate principle is to follow the principle of being people-oriented and fully consider the influence of the scale of the mural on people's psychology so that the subway mural art can indeed act an art enters people's vision and soul. e specific situation is shown in Figure 6.

Lighting in the Ceramic Mural Art.
e role of lighting is an indispensable way of expression for subway mural art. e use of light can change the spacing effect, make up for the lack of space, create a space atmosphere, strengthen the environmental characteristics, and locate the characteristics of the place. e results are shown in Table 6. We make a doughnut chart based on this result, as shown in Figure 7.    rough the paired sample T-test, it can be found that after the experiment, the P values of the lighting scores in the ceramic mural art are significantly different for each age group to be less than 0.05; the P values of the lighting indicators in the ceramic mural art are also less than 0.05. e significant difference shows that the most significant manifestation of the relationship between lighting and space environment is the effect of artificial lighting on the color performance of murals. e combination of light and color of ceramic mural art is complementary, and the use of light for murals must take complete account of the murals' content, color, material, and overall space environment so that the murals can form a harmonious main body and better with the environment. e specific situation is shown in Figure 7.

Comprehensive Design Principles in Ceramic Mural Art.
In the design process, we must first follow the design principles of formal beauty. Secondly, for ceramic mural art, we must highlight the regional cultural characteristics, establish a people-oriented and environmentally friendly design concept, and combine contemporary expression techniques to perfect the ceramic mural art. Spread to the audience. e results are shown in Table 7. We make a bar graph based on this result, as shown in Figure 8. Figure 8 shows that there are significant differences in the design principles of ceramic mural art (P < 0.05), and the indicators of the design principles in ceramic mural art have significant differences (P < 0.05), so the modern ceramic mural art design principles should mainly follow the principles of graceful form, highlighting regional culture, people-oriented and green environmental protection, and rationally use rational design principles to design ceramic mural art that is more in line with people's aesthetic needs and the development of the times.

Discussion
Architecture is the protagonist of public space environmental art, the main body and structural skeleton of public space, and its shape determines the main style of overall space environmental planning. As many new technologies and new materials are constantly being discovered, modern architecture uses these and new material technologies to create new aesthetic concepts. Ceramics is a traditional building material with a history of more than a thousand years. It regains new life through the combination of new technology and new ideas. e unique beauty, texture, color, texture, and potential of ceramics that can be produced without frame requirements and the history, tradition, culture, and other special charms it reflects are becoming more and more popular with artists and the public. is ancient and novel building material gradually becomes a creative material for some architects and artists to express and use. e use of machine vision technology to construct a ceramic mural art vision system can effectively find defects. e system has a simple structure and high-cost performance, which is of great significance in improving the inspection efficiency and reducing the inspectors' labor intensity.   ey need to have the most basic artistic ability and innovation ability but also need to have a deeper understanding of the traditional national cultural characteristics of the country and people's aesthetic characteristics. At the same time, they also need to have in-depth research on the characteristics of ceramic materials and have a detailed understanding of the structure of the architectural space environment. Modern ceramic murals must not only make ceramic murals coordinate with the physical structure and functional atmosphere of the public space environment but also help the entire public space environment to coordinate with the local humanistic environment and the entire natural environment, and strive to create a cultural and the social environment; human and natural environment is a unified environmental system. e image processing process that the ceramic mural art image must go through is studied. e median filter is used to smooth the image, which improves the image quality and the sharpness of the image.
rough the experimental comparison of various edge detection operators, each edge detection is analyzed. e advantages and disadvantages of the operator and the edge detection operator suitable for ceramic mural art image detection are selected; finally, the optimal threshold is obtained through the iterative threshold segmentation method, the image is binarized, and the roundness index is used to correct the order products are judged and finally classified.

Conclusions
e improvement of modern people's aesthetic concepts, the diversification of modern home design styles, and the rise of modern art walls and cultural walls provide a realistic possibility for modern ceramic mural art to intervene in the home environment. e involvement of modern ceramic mural art in the modern home environment manifests the development of modern art and culture-the development of modern economy and technology guarantees modern ceramic mural art to intervene in the home environment. Modern ceramic mural art has deeper cultural connotations in both its art form and its artistic language, and it combines with the home environment space to build a unified art space. It is necessary to completely turn the public's thinking concepts and aesthetic inclination to art, and at the same time, it takes a certain amount of time and practical process. In addition to artistic creativity in artistic creation, ceramic artists should also master and study the various properties of mural materials. ey should also have extensive knowledge and experience to explore murals and various objective environments, and people's subjective factors. However, the shortcomings of ceramic art are also reflected, such as lack of creativity and practicality.

Data Availability
ere are no available data for this study.

Conflicts of Interest
e authors declare that they have no conflicts of interest.