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In this paper, we propose a novel approach to incorporate structure knowledge into Convolutional Neural Networks (CNNs) for articulated human pose estimation from a single still image. Recent research on pose estimation adopt CNNs as base blocks to combine with other graphical models. Different from existing methods using features from CNNs to model the tree structure, we directly use the structure...
Differential Evolution (DE) which has been focused on computation intelligence is a new swarm intelligent algorithm by simulating intelligence of population after GA and PSO etc. It is more robust and efficient. Because the differential degree of individuals is minimized in the last, the diversity of population will be reduced and DE will converge ahead of schedule. It is well known that simulated...
Service process is a crucial concept deserving careful and ever-upgrading observations. Information diffusion hence the mediating function of ICT inside service process also requires being revisited with a fresh methodology. Cooperatively adopting the psychologically inclined D/S and C/T model, the paper develops a framework of analyzing ICT's mediating role in the whole service life cycle extending...
Housing rental is a huge market across the world, this paper supposes that landlords offer different products distinguished by their different length of duration. When a rental request arrives, landlords' empirical choice to accept or reject it might not be a sensible decision making the expected revenue maximized in a long-term view. We structure a model to compare revenue densities of alternative...
Traditional research works on service expansion lack dynamic predictability, psychological plausibility and context generality while service is partially studied as an independent variable of market environment, service organization or consumer behavior. Based on the extracting of longitudinal service matrices and integrating of all the time series processes embedding service expansion, this paper...
This paper considers the possible application of ride share services in vehicular area networks. We propose a system architecture and protocol for this specific application using the vehicle to vehicle (V2V) and vehicle to road (V2R) communications. We present how the system would integrate with the current VANET infrastructure and the On-Board Unit, and present algorithms for selection of ride share...
By summarizing the defects and limitation of web2.0, this thesis analyses the characteristics of web3.0, making clear the improvement and superiority upon web2.0. What??s most important, inspiring from the special structure of honeycomb in biology, we bring forward a brand new theory-The Honeycomb Theory, which reveals the essence of web3.0.At last, we set up three models about stability, attachment...
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