Animation Character Detection Algorithm Based on Clustering and Cascaded SSD

With the evolution of the Internet and information technology, the era of big data is a new digital one. Accordingly, animation IP has been more and more widely welcomed and concerned with the continuous development of the domestic and international animation industry. Hence, animation video analysis will be a good landing application for computers. This paper proposes an algorithm based on clustering and cascaded SSD for object detection of animation characters in the big data environment. In the training process, the improved classification Loss function based on Focal Loss and Truncated Gradient was used to enhance the initial detection effect. In the detection phase, this algorithm designs a small target enhanced detection module cascaded with an SSD network. In this way, the high-level features corresponding to the small target region can be extracted separately to detect small targets, which can effectively enhance the detection effect of small targets. In order to further improve the effect of small target detection, the regional candidate box is reconstructed by a k-means clustering algorithm to improve the detection accuracy of the algorithm. Experimental results demonstrate that this method can effectively detect animation characters, and performance indicators are better than other existing algorithms.

Performance Measurement of Animation Design Pre-Production Artist During COVID-19 Pandemic in India

This research focuses on the development of the Indian animation industry. In Animation Pipeline pre-production is an important stage that determines the success of a film. Create and develop a story is the fast step and all other steps have to follow that storyline till final film realized. In this research paper present the survey base online questionnaire and the data has been collected of 300 artist who belong into Indian animation industry conducted in September 2020 by using google form. In general, Indian animation industry mostly run into production and post production (technical) base work so Indian animation industry has a smaller number of vacancies for pre-production (design and planning) artist and also having a very a smaller number of design and planning artist because of that they have highly demand. To evaluate and determine the factors that may affect the level of Indian animation pre-production industry. The study helpful to identify the animation industry current need and it focuses on planning stage to production of a movie. This research paper concludes 95% of artist working into the industry for production and post production if they are properly working into preproduction and then start into the movie work then there will be more vacancy for pre-production artist and end of the day production cost reduced up to 25 %.

Research on the Computer Case Design of 3D Human Animation Visual Experience

In the animation industry, with the development of computer software and hardware technology, a new technology began to emerge, that is, three-dimensional animation. Three-dimensional animation software first creates a virtual world in the computer. In this virtual three-dimensional world, the designer builds the model and scene according to the shape and size of the object to be represented and then sets the motion trajectory of the model, the motion of the virtual camera, and the scene according to the requirements. When setting other animation parameters, we need to assign specific materials to the model and turn on lights. When all this is completed, the computer can automatically calculate and generate the final picture. The software Maya can just help animators to complete this work. When using Maya, we can apply many professional courses such as action design, scene design, and storyboarding script design that we have learned. Maya is a 3D software with convenient operability. It can combine the rendered sequence frames with AE to show unique animations. Therefore, the three-dimensional production method is preferred in the production method. The production of animation based on the 3D software Maya brings infinite challenges. At the same time, it also helps everyone grow and has a good position for our employment direction.

Scotland’s History of Animation: An Exploratory Account of the Key Figures and Influential Events

Scotland’s history of animation is a forgotten past accomplishment in the animation/VFX sector, with key influential animation professionals having had an impact both at home and abroad. Yet, to date, this history has not been meaningfully documented and such documentation can help inform policy initiatives to help nurture and develop the industry. These developments could help ensure that the importance and accomplishments of its achievements will not be forgotten or remain undeveloped. Indeed, it is argued here that Scotland suffers from historical amnesia with regard to the country’s past accomplishments and missed opportunities, but that public funding and further investment in talent development and retention can help establish the industry as a key player in society and economy. This article presents the results from an investigative literature collection and consultation with central figures in the Scottish animation industry, providing for the first time a clearer picture of the importance of animation in Scotland both for the country and for the industry worldwide. Discussing the initiatives and funding models of other European countries such as France, the article concludes by suggesting ways in which future policy initiatives could help assist Scotland’s animation industry grow and establish itself both for the future development of animation in Scotland and worldwide.

Sustainable Development Strategy of Chinese Animation Industry

The animation industry is a crucial part of cultural and creative industries and has formed a huge consumer market all over the world and even become a pillar industry in developed countries. However, in China, the animation industry is still in its infancy, and its development is relatively backward. The main reason is that there is no sustainable development model in the industry. Thus, how to carry out sustainable development has become an important research topic for the Chinese animation industry. This study probed into the challenges and problems faced by China′s animation industry, and based on Porter′s Diamond Model, analyzed the current situation of China′s animation industry from six aspects: production factors, demand conditions, industrial chain, enterprise strategy, cultural factors, and government policies, clarifies the key direction for industrial development, and puts forward relatively comprehensive reference strategies to promote the formation of a sustainable development model for the animation industry. The research shows that the sustainable development of the animation industry must be completed by integrating resources within the industry, improving the chain, upgrading the enterprises, technological innovations, cultural embedding, external personnel training, government support, legal protection, and other aspects.

Design and Realization of Animation Composition and Tone Space Conversion Algorithm

In recent years, with the development of society and the rapid development of the animation industry, people are paying more and more attention to and requirements for animation production. As an indispensable part of animation production, picture composition plays a major role in animation production. It can give full play to the application of color matching and light and shadow design and enhance the depth and space of the animation screen. Tone space conversion refers to the conversion or representation of color data in one color space into corresponding data in another color space. Its purpose is to distinguish and process color components such as hue and saturation in an image. This article first introduces the domestic and foreign research status of digital image preprocessing and analyzes the basic principles of several color space conversions in detail. Then, several color space conversion algorithms are studied, and the performance of the algorithms is compared and analyzed. The paper focuses on the hardware implementation and optimization of the algorithm for converting RGB color space into HSI color space to meet the real-time requirements. This article focuses on the mutual conversion between the RGB tone space and the HSI tone space and describes in detail how each color component in the HSI tone space is converted from the three RGB color components from a geometric perspective, and then the conversion is derived, and several general conversion methods of RGB to HSI tone space are introduced; two conversion methods of geometric derivation method and standard modulus algorithm are implemented in the software, and the comparison verification is carried out, and the comparison is made from the perspective of hardware implementation. The pros and cons of the two methods are discussed. Finally, the paper summarizes the shortcomings in the design and proposes further research directions in the future.

Analisis dan Pengembangan Pipeline Cloth Simulation Pada Produksi Animasi 3D di MSV Studio

Pengaruh penerapan pipeline dalam sebuah industry animasi 3d sangat mempengaruhi produksi animasi agar maksimal. Dalam masing-masing divisi juga terdapat pipeline yang digunakan contohnya pipeline pada divisi cloth simulation. Pada MSV Studio pipeline simulasi yang diterapkan di divisi cloth simulation masih terdapat beberapa kendala pada saat produksi. Cara kerja pipeline yang sudah ada yaitu pada saat proses pengecekan data asset yang masih manual antara Sceneres dan Renderes yang diperlukan untuk simulasi cloth masih sering terjadi kesalahan seperti human error dan set up cloth masih dilakukan disetiap shot. Dari masalah tersebut diusulkan untuk dilakukan pengembangan pipeline cloth simulation agar bisa meminimalisir kesalahan dan menghemat waktu pengerjaan. Hasil dari produksi film animasi sangat dipengaruhi oleh pipeline yang digunakan dalam produksi tersebut. Studi ini memberikan gambaran bagaimana sebuah pipeline ikut andil besar dalam sebuah hasil dari produksi film animasi 3D terutama dalam masalah waktu. Pada akhirnya studi ini dapat menjadi acuan dalam pembuatan sebuah pipeline film animasi khususnya pada divisi cloth simulation.Kata Kunci — pipeline, cloth simulation, animasi 3DThe effect of pipeline application in a 3D animation industry greatly influences the production of animation for maximizing. In each division. there is also a pipeline that is used for example the pipeline in the cloth simulation division. In the MSV studio pipeline simulation applied in the cloth simulation division there were still some obstacles during production. The work of the existing pipeline during the process of checking asset data which is still manual between Sceneres and Renderes needed for cloth simulation is still often had an error such as human error and set up cloth still done in every shot. From this problem it is proposed to develop a pipeline cloth simulation in order to minimize errors and saving time processing. The results of the production of animated films are strongly influenced by the pipeline used in the production. This studyprovides an illustration of how a pipeline contributes greatly to the results of the production of 3D animated films, especially in the matter of time. In the end, this study can be a reference in making an animation film pipeline, especially in the cloth simulation division.Keywords — pipeline, cloth simulation, 3D animation

SEKOLAH MENENGAH KEJURUAN DESAIN ANIMASI DI BANJARBARU

Animation is a sub-sector of the creative industry that has promising business opportunities and is able to absorb a lot of creative labor. The increasing number of animation creators in Indonesia shows the increasing demand for animated films, unfortunately the quality of animators has not been able to compete internationally due to inadequate infrastructure and low education. The government also encourages the development of the animation industry by opening vocational education, where the Animation Vocational School can become a special forum for learning activities in the field of animation technology which aims to improve Human Resources (HR). The Interactive Space theme offers problem-solving for Animated Vocational Schools which have an interactive platform. The method used is to create a place to stimulate ideas. Like a waiting room which can be a collaborative space for discussion and relaxation.

The Destiny of a “Baby” Industry: Turkish Animation

The word “destiny” is rooted in the word “destination”, the place where someone is going. In order to draw a map for our journey we have to know where we are standing and we have to have a groundwork. Animation in Turkey dates back to the first animation experimentations of Turkish cartoonists and the first public screening of Disney’s “The Skeleton Dance” in 1932. The pioneering animations are either unfinished, lost or obscure. Just like the doomed faith of the first -unfinished- animated feature film project “Once Upon a Time” that has been carried out for almost 9 years or the questionable and -sued- authenticity of the first highly popular domestic cartoon character on Turkish TV, animation in Turkey have so many low points. Nevertheless there is a growing number of domestic feature films with record breaking number of audiences. Animation education is only 30 years old with little number of departments devoted to it, -yet- the numbers are growing. “Design Centers” are established by the encouragement of Turkish Ministry of Industry and Technology to support animation studios, professional associations are forming, intellectual property rights are the talk of the day, the academy and industry interaction is getting stronger, little festivals flourish... These are indeed turning points for the -baby- animation industry in Turkey. We need to study this map in order to get to our destination: a mature industry with established work ethics, high artistic standards and rich economic outcome and make a good destiny out of it.