A touch-sensitive display device, comprising: one or more touch-sensitive displays (102A, 102B), each touch-sensitive display (102A, 102B) including a plurality of touch-sensitive electrodes (114A, 114B); a logic subsystem; and a storage subsystem holding instructions which, when executed by the logic subsystem, cause the logic subsystem to: display image content on the one or more touch-sensitive displays (102A, 102B); identify a free touch-sensitive electrode on the one or more touch-sensitive displays (102A, 102B) that is at least temporarily unaffected by proximity of one or more input objects to the one or more touch-sensitive displays (102A, 102B), and affected by an electrical noise caused by display of image content (110A, 110B) on the one or more touch-sensitive displays (102A, 102B); measure the electrical noise affecting the free touch-sensitive electrode; characterized in that the storage subsystem further holds instructions which, when executed by the logic subsystem, cause the logic subsystem to: based at least in part on the measured electrical noise affecting the free touch-sensitive electrode, and using a trained neural network, estimate an amount of electrical noise caused by the display of image content (110A, 110B) that is affecting an occupied touch-sensitive electrode, the occupied touch-sensitive electrode being affected by proximity of the one or more input objects to the one or more touch-sensitive displays (102A, 102B); wherein the occupied touch-sensitive electrode is affected by the proximity of the one or more input objects on a current time frame of a plurality of sequential time frames, and the occupied touch-sensitive electrode was identified as the free touch-sensitive electrode on a prior time frame occurring one or more time frames before the current time frame. one or more touch-sensitive displays (102A, 102B), each touch-sensitive display (102A, 102B) including a plurality of touch-sensitive electrodes (114A, 114B); a logic subsystem; and a storage subsystem holding instructions which, when executed by the logic subsystem, cause the logic subsystem to: display image content on the one or more touch-sensitive displays (102A, 102B); identify a free touch-sensitive electrode on the one or more touch-sensitive displays (102A, 102B) that is at least temporarily unaffected by proximity of one or more input objects to the one or more touch-sensitive displays (102A, 102B), and affected by an electrical noise caused by display of image content (110A, 110B) on the one or more touch-sensitive displays (102A, 102B); measure the electrical noise affecting the free touch-sensitive electrode; display image content on the one or more touch-sensitive displays (102A, 102B); identify a free touch-sensitive electrode on the one or more touch-sensitive displays (102A, 102B) that is at least temporarily unaffected by proximity of one or more input objects to the one or more touch-sensitive displays (102A, 102B), and affected by an electrical noise caused by display of image content (110A, 110B) on the one or more touch-sensitive displays (102A, 102B); measure the electrical noise affecting the free touch-sensitive electrode; characterized in that the storage subsystem further holds instructions which, when executed by the logic subsystem, cause the logic subsystem to: based at least in part on the measured electrical noise affecting the free touch-sensitive electrode, and using a trained neural network, estimate an amount of electrical noise caused by the display of image content (110A, 110B) that is affecting an occupied touch-sensitive electrode, the occupied touch-sensitive electrode being affected by proximity of the one or more input objects to the one or more touch-sensitive displays (102A, 102B); wherein the occupied touch-sensitive electrode is affected by the proximity of the one or more input objects on a current time frame of a plurality of sequential time frames, and the occupied touch-sensitive electrode was identified as the free touch-sensitive electrode on a prior time frame occurring one or more time frames before the current time frame.