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Technology in the 21st century: New challenges and opportunities
Although big data, big data analytics (BDA) and business intelligence have attracted
growing attention of both academics and practitioners, a lack of clarity persists about how …
growing attention of both academics and practitioners, a lack of clarity persists about how …
Big data: A survey
In this paper, we review the background and state-of-the-art of big data. We first introduce
the general background of big data and review related technologies, such as could …
the general background of big data and review related technologies, such as could …
Toward scalable systems for big data analytics: A technology tutorial
Recent technological advancements have led to a deluge of data from distinctive domains
(eg, health care and scientific sensors, user-generated data, Internet and financial …
(eg, health care and scientific sensors, user-generated data, Internet and financial …
Single image haze removal via region detection network
Haze removal typically works on a physical model to estimate how light is transmitted and
lost due to absorption and scattering through the atmosphere. In this paper, a region …
lost due to absorption and scattering through the atmosphere. In this paper, a region …
Saliency-directed prioritization of visual data in wireless surveillance networks
In wireless visual sensor networks (WVSNs), streaming all imaging data is impractical due to
resource constraints. Moreover, the sheer volume of surveillance videos inhibits the ability of …
resource constraints. Moreover, the sheer volume of surveillance videos inhibits the ability of …
Removing haze particles from single image via exponential inference with support vector data description
Outdoor images captured during hazy conditions have degraded visibility. The lack of both a
medium transmission and atmospheric lights in a single haze image cause an ill-posed …
medium transmission and atmospheric lights in a single haze image cause an ill-posed …
Knowledge-based coding of objects for multisource surveillance video data
Global object redundancy (GOR), as opposed to local spatial/temporal redundancies in a
single video clip, is a new form of redundancy common in multisource surveillance video …
single video clip, is a new form of redundancy common in multisource surveillance video …
An effective video summarization framework toward handheld devices
Multivideo summarization aims to fuze multiple videos of sightseeing into a condensed,
descriptive, and aesthetically pleasing one. It is a useful technique that can be applied for …
descriptive, and aesthetically pleasing one. It is a useful technique that can be applied for …
Real-time multimedia monitoring in large-scale wireless multimedia sensor networks: Research challenges
Wireless Sensor Networks (WSNs) have enjoyed dramatic developments over the last
decade. The availability of CMOS cameras and microphones enlarged the scope of WSNs …
decade. The availability of CMOS cameras and microphones enlarged the scope of WSNs …
Traffic surveillance video coding with libraries of vehicles and background
This paper presents a video coding scheme tailored for traffic surveillance videos, which
features a pre-built library that is utilized in both encoder and decoder to pursue higher …
features a pre-built library that is utilized in both encoder and decoder to pursue higher …