ROI and Seam-SPIHT based Efficient Image Compression for Mobile Multimedia and Medical Applications

The major preoccupation regarding the actual research is to visualize a theoretical model of the natural forces interaction between a multimedia mobile application deployed upon an educational activity over a group of students and an automatic process of evaluation regarding the final academic results. We implemented a new metric indicator, named here with effectiveness of a multimedia mobile application, correlated with the educational resultant force emerged from a mobile environment learning experiment. The variables involved in our model are connected to the cross-disciplinary curricula, the educational time coverage disclosed by a multimedia mobile application, the multimedia concentration, and the academic performance measured just in time at the interface between formal and informal evaluation. We are proposing another educational force couple, a resultant force, which is represented by the quality attributes allocated to the mobile devices and, furthermore, to the multimedia mobile applications. We are using the assumption that a multimedia mobile application generates an educational field in front of a learner taking into consideration not only the easiness of the process by which the learner’s attention is retaining toward a mobile device. The fact that between a mobile user and a multimedia mobile application could be established a quantitative relation of physical attraction or rejection, disclosed by surveys and questionnaires including qualities attributes, was an argument for our hypothesis that educational forces encountered could be explained by a cloaking educational field where a touch screen electric impulse is only the beginning of the educational magnetism encountered at the learners.KeywordsMobile applicationsMobile learningAndroidImpact on academic performance

Medical mobile applications help improve patient care quality, reduce medical errors, and help physicians make faster, evidence-based decisions in patient care, follow-up and rehabilitation. In this study, it was aimed to determine the usage level of smart phone applications among emergency physicians, to investigate the effects of these applications on diagnosis and treatment, to examine their benefits, to determine the expectations regarding these applications, and to raise awareness on ethical issues. Between 02/25/2018 and 03/25/2018 emergency medicine residents in many provinces of Turkey, emergency medicine specialists, were investigated smartphone app to be used in practice with academics. A statistically significant difference was found between emergency medicine experience and mobile application use (p: 0.020). Most of the physicians surveyed had started using their first mobile apps 4 years ago. It was determined that most of the participants using mobile applications in the medical field were using them as a clinical decision tool. It was observed that those with visual expressions were mostly preferred in the use of mobile applications in the medical field (63.1%). It was determined that 75% of the participants found instant messaging applications useful in the professional field. The biggest problem identified in terms of medical ethics of mobile medical applications; was the thought of a violation of patient privacy. Although technological devices make our lives easier in many ways, examination is of great importance in the patient-physician relationship. Medical mobile applications should be prepared professionally and the content quality should be checked by experts. Due to the nature of current research, it is inevitable that technologies become outdated. There is a need for more comprehensive and up-to-date studies on this subject that appeal to large audiences.

Mobile multimedia applications have become an integral part of modern digital life, offering services such as video streaming, online gaming, virtual reality, and real-time communication. Despite their growing popularity, these applications face inherent challenges due to the limited computational resources, storage capacity, and battery life of mobile devices. Cloud computing has emerged as a transformative solution, providing scalable processing power, extensive storage, and on-demand services. This paper presents a theoretical study on the performance evaluation of mobile multimedia applications in cloud computing environments. The study focuses on key performance metrics including latency, throughput, energy consumption, scalability, and quality of service (QoS). By critically analyzing the impact of cloud integration on mobile multimedia applications, this research identifies the benefits, limitations, and optimization strategies required to improve application performance. The findings highlight the significance of cloud-based architectures, task offloading, and adaptive resource management in achieving efficient and reliable mobile multimedia services.

Mobile medical Application (APP) is not only the product of the information age but a good helper of modern medical. In this paper, the status of mobile medical APP is described in terms of the implementation of mobile medical App, the classification of mobile medical App, mobile medical App quality and content, problems of mobile medical App.

Set Partitioning in Hierarchical Trees (SPIHT) is an effective image compression algorithm. SPIHT is a unique approach which transmits the values of the pixels indirectly to the coordinates. The packet coders in the images present a universal transform the framework in a constriction of the filter bank schema which is attained by the Space Frequency Quantization (SFQ) and the effective compression is achieved by the Huffman coding. The proposed scheme permits transformation in the joints and alterations in the discrete magnitude of the input image. Hence, coding performance is enhanced and the image is compressed without compromising the excellence of the image. MSPIHT is an enhanced algorithm that fits the requirement of medical image compression for storage and transmission of medical data. MSPIHT improves on the standard SPIHT in the encoding operation of wavelet coefficients to provide high quality images at low bit rates important in medical applications where accuracy is paramount. The modification is aimed at changing the set partitioning strategy by minimizing memory consumption rates, thus improving the compression ratio and speed. It also may be used at telemedicine where high image compression rate is required for the quick and efficient image transfer for diagnostics and consultations. Experimental results shows that the image compression scheme is improved with the SPIHT-SFQ based Huffman Coding scheme and it outperforms the current image compression algorithms.

Multimedia applications are much more sensitive to the quality of service(QoS) than text-based ones due to their data continuity. In order to provide a fast moving mobile host(MH) supporting multimedia applications with a consistent QoS, an efficient call admission mechanism is in need. This paper proposes the 2-level call admission control(2LCAC) scheme based on a call admission scheme using the priority to guarantee the consistent QoS for mobile multimedia applications. The 2LCAC consists of the basic call admission and advanced call admission; the former determines call admission based on bandwidth available in each cell and the latter determines call admission by utilizing delay tolerance time(DTT), priority queue(PQueue), and upgrade queue(UpQueue) algorithms. In order to evaluate the performance of our scheme, we measure the metrics such as the blocking probability of new calls, dropping probability of handoff calls, and bandwidth utilization. The result shows that the performance of our scheme is superior to that of existing schemes such as complete sharing policy(CSP), guard channel policy(GCP) and adaptive guard channel policy(AGCP).

High-data-rate mobile multimedia applications can greatly increase energy consumption, leading to an emerging trend of addressing the “energy efficiency” aspect of mobile networks. Cognitive mobile networks with small cells are important techniques for meeting the high-data-rate requirements and improving the energy efficiency of mobile multimedia communications. However, most existing works do not consider the power grid, which provides electricity to mobile networks. Currently, the power grid is experiencing a significant shift from the traditional grid to the smart grid. In the smart grid environment, only considering energy efficiency may not be sufficient since the dynamics of the smart grid will have significant impacts on mobile networks. In this paper, we study green cognitive mobile networks with small cells in the smart grid environment. Unlike most existing studies on cognitive networks, where only the radio spectrum is sensed, our cognitive networks sense not only the radio spectrum environment but also the smart grid environment, based on which power allocation and interference management for multimedia communications are performed. We formulate the problems of electricity price decision, energy-efficient power allocation, and interference management as a three-stage Stackelberg game. A homogeneous Bertrand game with asymmetric costs is used to model price decisions made by the electricity retailers. A backward induction method is used to analyze the proposed Stackelberg game. Simulation results show that our proposed scheme can significantly reduce operational expenditure and CO2 emissions in cognitive mobile networks with small cells for multimedia communications.

Demand for mobile video applications is growing today in wireless handheld platforms. Optimizing instruction set architectures and employing SIMD techniques is a logical approach towards attaining higher performance in mobile multimedia applications. Intel® Wireless MMX� technology has been designed to accelerate mobile multimedia and applications processing in a power efficient manner. This paper provides an overview of Intel® Wireless MMX� technology, a 64-bit Single Instruction Multiple Data (SIMD) coprocessor for the Intel® XScale® microarchitecture, and the key features of the architecture that specifically enhance the multi-media performance. Tools and techniques for optimization are also described.

During the last decade, new mobile multimedia applications have emerged for mobile and network multimedia, wireless multimedia communication, audio/video teleconferencing, remote assistance, digital storage systems, secure audio transmission and so on. In order to meet these requirements, tremendous research efforts have been put in the development of efficient digital audio coding technologies. In China, AVS-M audio standard is such an audio technology targeting for mobile multimedia applications which is developed and owned by China Audio and Video Coding Standard Workgroup. In this paper, AVS-M audio standard is discussed by revealing the technical principles of the en- and decoding, the standardization situation and the suitability of the codec in relation to technology available, economical feasibility and the market needs. Finally it concludes with a brief discussion of future research directions.

Computational resources in a mobile terminal and in wireless transmission channels set strict requirements for audio coding in mobile multimedia applications. This paper introduces, a low complex audio encoding method enabling high-quality audio for mobile multimedia. The presented method is the low complexity version of the extended AMR-WB audio encoder in the 3GPP standards. The encoder was designed based on requirements of the 3GPP multimedia messaging service (MMS)

In mobile multimedia applications, deep learning has received significant interest. Due to the limited computation and storage resources of mobile devices, however, general training methods are hardly suited for mobile multimedia computing. For this reason, we propose an adaptive momentum training (FWAdaBound) algorithm to reduce computation and storage cost, where the Frank-Wolfe method is employed. Furthermore, we rigorously prove the regret bound in order that O T 3 / 4 can be achieved, where T is a time horizon. Finally, the convergence, cost-reduction, and generalization ability of FWAdaBound are validated through various experiments on public datasets.

Launch delay has been an important factor affecting users' experiences in mobile multimedia applications. To launch applications quickly, modern mobile systems such as Android usually keep inactive applications in the background and manage them through an LRU-based activity stack. Whenever the user wants to run and interact with a background application again, that application can be switched back into the foreground quickly from the activity stack without delay in initializing the applications anew. Since background multimedia applications often continuously consume the battery power of the smart phone, the challenge is to effect a balance between application launch delay and battery lifetime. In this article, we propose innovative application management strategies that terminate “unbeneficial” background applications to save energy and pre-launch “beneficial” applications to improve the application launch delay. The proposed strategies are evaluated through a trace-driven simulation and a real experiment. The results show that the average application launch delay can be reduced by 15% while the average battery lifetime is increased by 18%.

Most data-intensive operations for multimedia applications such as image processing, vision, and 3D graphics require high external memory bandwidth. In augmented-reality (AR) processors [1], both 3D graphics and vision operations are required, so memory bandwidth becomes even more critical. In [1], however, memory bandwidth is not considered, floating-point processing is not supported, and there is no cache memory for texturing, which is a performance bottleneck of common graphics pipelines. In this work, a heterogeneous multimedia processor is presented to process various mobile multimedia applications in a single chip on Si-interposer for high memory bandwidth. The implemented processor has 4 key features: (1) A transceiver pool (TRx) that reconfigures strength of output drivers according to the channel loss for IC-stacking on Si-interposer, (2) A mode-configurable vector processing unit (MCVPU) for framelevel parallelism, (3) An energy-efficient unified filtering unit (UFU) with adaptive block selection (ABS) algorithm for memory-access-efficient texturing, and (4) a unified shader (US) with floating-point scalar processing elements (SPE) and partial special function units (PSFU) to enhance graphics processing performance and quality. With these techniques, we achieve 1.7× frame rate and 8× memory bandwidth improvement in full AR operation.

This paper describes experimental study of multimodal quality of compressed television materials for portable and mobile devises. The results of the study are used to discuss the characteristics of how auditory and visual channels interact in producing multimodal quality perception. It is shown in the paper that multimodal audiovisual perceptual quality should be taken into account. We propose the polynomial model of multimodal quality assessment of compressed television materials, based on integration of two modalities (audio and video) that can be used for optimum bit rate allocation in multimedia application.

Corporations have been using multimedia communications for longer than they may think as any combination of two or more modes e.g. speech and pictures, can be considered multimedia. Consumer sales of personal computers are now being promoted with the low cost availability of multimedia capabilities which now include voice and music, text, graphics and video. This capability is also being promoted into corporations through the application of videoconferencing and other multimedia applications. The imminent arrival of digital wireless bearer services which will extend these capabilities to field based workers is the main technological driver for corporate use of mobile multimedia applications. Considerable obstacles remain to be overcome if the corporate uptake of mobile multimedia applications is to occur within a reasonable timescale. In this paper a number of these obstacles is identified together with mechanisms to overcome them. Experience gained with the first digital wireless bearer service-the Global System for Mobile (GSM) communications-is used to illustrate the obstacles. (4 pages)