Design of Crowdsourcing System for Analysis of Gravitational Flow using X-ray Visualization

Abstract

Abstract-The paper describes application of the crowdsourcing system to pre-process X-ray tomography images. In this paper, we show the analysis of the crowdsourcing system applied to process tomography imaging to investigate granular flow with aid of tracking particles. Applying crowdsourcing approach coupled with a proper system interface design enhances the performance of the workers and elevates the attitude. We show here how analysis of the proposed systems in terms of user adoption and performance. Proposed interface features are designed based on previous work evaluation in order to reduce the cognitive and physical workload demands.

Towards Big Data Solutions for Industrial Tomography Data Processing

“…As part of further work, proprietary algorithms for automatic acquisition, analysis and interpretation of large data sets [23] will be developed, as well as intelligent decision algorithms supporting effective diagnostics and monitoring of flow processes [14]; including those to be the next step after crowdsourcing data labelling cases impossible to be automatically processed at once [24] [25]. The prepared algorithms will be verified both by simulation and by real experimental data from their own experiments carried out on the basis of unique, semiindustrial research installations.…”

Exploring EMG gesture recognition - interactive armband for audio playback control

“…Analysis of the gathered results enables to observe that the armband performs efficiently when used with decent focus on its operation. Therefore, it might be advantageous to apply the device as a controller in direct contexts, such as interacting with large displays [20] or for controlling rapid visualisation techniques for dynamic real-time process imaging [ [27], semi-automatic data analysis [28] [29] and crowdsourcing analysis of industrial images [30] [31]. High precision of the movement processing may be employed for mapping the movements of users' forearm onto other kinds of motile devices, such as drones and robots [32].…”

Comparative analysis of multitouch interactive surfaces

“…It is interesting if multitouch devices of large screen, when widely available could support specific mundane tasks such as scientific image annotation by ordinary users, as proposed through online crowdsourcing systems recently [8] [9]. In fact there is a need of users of a process tomography domain for constructing a specialized system for presenting and visualising the raw and reconstructed measurement data such as available here [9] [8] [10] [11].…”