Deep image captioning using an ensemble of CNN and LSTM based deep neural networks
- Jafar A. Alzubi,
- Rachna Jain,
- Preeti Nagrath,
- Suresh Satapathy,
- Soham Taneja,
- Paras Gupta,
- Suresh Chandra Satapathy,
- Rashmi Agrawal,
- Vicente García Díaz
The paper is concerned with the problem of Image Caption Generation. The purpose of this paper is to create a deep learning model to generate captions for a given image by decoding the information available in the image. For this purpose, a custom ...
Error rate performance analysis of power domain NOMA over AWGN and fading channels with generalized space shift keying in wireless 5G
The Non-Orthogonal Multiple Access (NOMA) emerged as a latest solution to demand of high data rated with excellent reliability and robustness. In this paper, the performance analysis of the NOMA under fading channel is presented with emphasis on error ...
Performance evaluation of compressive sensing matching pursuit backtracking iterative hard thresholding algorithm for improving reconstruction
- Viswanadham Ravuri,
- Sudheer Kumar Terlapu,
- S. S. Nayak,
- Suresh Chandra Satapathy,
- Rashmi Agrawal,
- Vicente García Díaz
Now-a-days due to advancements in technologies most of the applications in signal processing were using the models based on the sparse signal. Sub optimal strategies were used in these models to estimate the sparsest coefficients. In this work various ...
Application of ray tracing algorithm based on intersection optimization in 3D interior design
Aiming at the problem that the current algorithm of lighting effect cannot achieve a good effect in 3D interior design, this paper proposes an algorithm based on multi algorithm fusion to realize lighting effect in 3D interior design. The algorithm first ...
Application of fuzzy control harmonic suppression and reactive power compensation technology for power electronic equipment based on cloud computing
Harmonic pollution and reactive power consumption are the two most important factors affecting power quality. Power electronics, as the largest harmonic source, will produce a large number of harmonics while running, and will also lose reactive power, ...
Bank customer loyalty under the background of internet finance and multimedia technology
In recent years, Internet finance has developed rapidly in China, and has attracted more and more attention. With the rise of a variety of online payment, the development of traditional commercial banks has been seriously hindered, a large number of ...
E-Commerce data classification in the cloud environment based on bayesian algorithm
In the process of e-commerce transactions, a large amount of data will be generated, whose effective classification is one of current research hotspots. An improved feature selection method was proposed based on the characteristics of Bayesian ...
Mathematical modeling method of cell tension and compression based on multi-modal mechanical signals
Mechanical biology is the study of the influence of the mechanical environment on human health, disease, or injury. To study the mechanism of the organism’s perception and response to mechanical signals can promote the development of biomedical basic and ...
Design of mine safety dynamic diagnosis system based on cloud computing and internet of things technology
- Wang Weiqi,
- Zhang Yanmei,
- Sun Shouyi,
- Xiao Guoqiang,
- Suresh Chandra Satapathy,
- Rashmi Agrawal,
- Vicente García Díaz
A dynamic diagnosis system of mine safety based on multi-data fusion is designed by combining the advantages of cloud computing and the Internet of things. The system’s framework is built with a three-tier model, and the construction of the cloud ...
Intelligent modulation recognition algorithm for optical communication
In order to improve the modulation recognition algorithm effect of an optical communication system, an improved modulation recognition algorithm technology based on wavelet transform on the time-varying optical communication system is designed. Firstly, ...
Research on user satisfaction of third-party mobile payment under the IoT environment——based on the structural equation mode
This paper establishes a theoretical model of third-party mobile payment user satisfaction based on the ASCI model and proposes research hypotheses. Then, the questionnaire survey method is used to collect sample data and carry out reliability and ...
Research on twin-SIR rumor spreading model in online social network
- Jing Yi,
- Peiyu Liu,
- Zhihao Wang,
- Wenfeng Liu,
- Suresh Chandra Satapathy,
- Rashmi Agrawal,
- Vicente García Díaz
In the study filed of rumor spreading, kill rumor or dispel rumor is very important in order to control rumor spreading and reduce the bad influence of the rumor. In the previous studies, rumor clarification is mostly finished by relying on external media ...
Iterative learning control algorithm for optimal path industrial manipulator
In this paper, a two-degree-of-freedom manipulator is taken as the research object, and the relevant dynamic model is established, the iterative learning controller is designed, and the trajectory tracking control of the manipulator is carried out by ...
Company employee quality evaluation model based on BP neural network
With the development of science and technology and the continuous improvement of people’s living standards, the traditional staff quality evaluation can no longer meet the needs of production and life, and the BP neural network has also appeared many ...
Flight visual simulation system based on sensor technology and QAR data
With the development of wireless sensor technology, more and more fields are applied to wireless sensor technology, and the design and implementation of the flight scene system are in it. The purpose of this study is to design and implement a flight ...
Cloud computing resource scheduling based on improved ANN model takeaway order volume forecast
In recent years, with the change of people’s living habits, food delivery has become more and more popular. Along with this is the rapid growth of takeaway distribution. It is significant to improve the accurate prediction of the take-out order quantity ...
Basketball sports neural network model based on nonlinear classification
With the continuous innovation of science and technology, the mathematical modeling and analysis of bodily injury in the process of exercise have always been a hot and difficult point in the research field of scholars. Although there are many research ...
Iterative learning control algorithm for sensor fault nonlinear systems
In this paper, we propose a new iterative learning control algorithm for sensor faults in nonlinear systems. The algorithm does not depend on the initial value of the system and is combined with the open-loop D-type iterative learning law. We design a ...
Study on the optimization of market competition of potato planting industry to agricultural products economic management based on intelligent system management
The potato itself has high nutritional value, strong adaptability, long industrial chain and extremely stable yield. At the same time, due to the rich variety of processed products, the further improvement of China’s social and economic level is greatly ...
Image segmentation algorithm based on partial differential equation
Image segmentation is very important for various fields. With the development of computer technology, computer technology has become more and more effective for image segmentation, and it is studied on the basis of partial differential equations. The ...
Dynamic monitoring system of high slope of rock and soil based on internet of things perception
A large number of high slopes will be formed in the construction of expressways in many mountainous areas, which is very unfavorable to the construction of local expressways. Effective monitoring methods are essential to solving these problems, and the ...
Collaborative management and control of blockchain in cloud computing environment
Cloud computing, as a product of the fusion and development of computer technology and Internet technology, not only realized the innovation of IT technology but also A major revolution in the IT business model will bring unprecedented and profound ...
Diffusion and economic growth fuzzy intelligent system based on DSGE model
In general, there are a lot of uncertainties in uncertain information, natural language, and human knowledge. The conclusion can be better deduced by using an approximate reasoning method, while a fuzzy intelligent system can deal with uncertain data and ...
Symbol recognition system based on 3D stereo vision
With the continuous development of computer science and technology, symbol recognition systems may be converted from two-dimensional space to three-dimensional space. Therefore, this article mainly introduces the symbol recognition system based on 3D ...
School enterprise cooperation mechanism based on improved decision tree algorithm
School enterprise cooperation is of great strategic significance to China’s manufacturing industry. The Party Central Committee has repeatedly proposed to strengthen the integration of industry and education and deepen the cooperation between schools and ...
Intelligent management information system of urban planning based on GIS
With the development of urbanization, the application of GIS technology is more and more extensive. This study mainly discusses the development of urban planning intelligent management information system based on GIS. To design and build a rule-detailed ...
Risk early warning management and intelligent real-time system of financial enterprises based on fuzzy theory
The financial market is changing rapidly. Since joining the WTO, our country’s financial companies have faced pressure from dual competition at domestic and abroad. The complex internal and external environment has forced financial enterprise managers to ...
Radar signal processing algorithm and simulation of detection system
With its unique array arrangement, the detection system radar has both space diversity gain and waveform diversity gain, and is currently recognized as a stealth target buster. The detection system radar is applied to a high-speed moving platform. Using ...
Research on language analysis of English translation system based on fuzzy algorithm
In recent years, with the rapid development of computer technology, the need for barrier-free communication between people of all countries have become more and more urgent. Therefore, it is extremely important to establish a high translation accuracy and ...