1. A computer program product for dynamic video image management comprising a computer readable storage medium readable by a processing circuit and storing instructions for execution by the processing circuit for performing a method comprising: collecting, with respect to a dynamic video image, a set of dynamic image quality factors; determining, based on the set of dynamic image quality factors, a set of display parameter values of a set of display parameters for a set of computing assets to benefit the set of dynamic image quality factors with respect to the dynamic video image, wherein the set of dynamic image quality factors includes an illumination factor, a white balance factor, a color factor, a temperature factor, a brightness factor, a contrast factor, and a saturation factor, and wherein the set of display parameters includes a display illumination parameter, a white balance parameter, a color parameter, a temperature parameter, a brightness parameter, a contrast parameter, and a saturation parameter; configuring, using the set of display parameter values, the set of computing assets to benefit the set of dynamic image quality factors with respect to the dynamic video image; maintaining, to configure the set of computing assets without changing a video camera configuration, the video camera configuration; structuring the set of computing assets to include a set of secondary computing assets; maintaining, to configure the set of computing assets without changing a set of active display parameter values of a set of active display parameters for a set of active computing assets, the set of active display parameter values of the set of active display parameters for the set of active computing assets; disabling, for a threshold temporal period, a modification to the set of active display parameter values of the set of active display parameters for the set of active computing assets; structuring the set of secondary computing assets to include a plurality of computing devices which run a plurality of separate operating systems which have a plurality of different applications which include a plurality of separate application windows for presentation on a plurality of different physical display screens, wherein the set of display parameter values is for the plurality of separate application windows; and configuring the set of secondary computing assets in a gradual fashion to manage the dynamic video image based on a set of incremental changes to the set of display parameter values; detecting a triggering event which indicates a new application window is to be rendered; determining, based on the set of dynamic image quality factors, the set of display parameter values of the set of display parameters for the new application window to benefit the set of dynamic image quality factors with respect to the dynamic video image; and rendering, using the set of display parameter values of the set of display parameters for the new application window, the new application window.