This object was caught using the UFO Detector, a free software which utilizes your computer and camera to scan the skies for unknown objects. For more information, check out: http://www.theblackvault.com/page/UFODetector
What is odd about this video, compared to many other captures that are planes or birds, is the object appears to just blink out, and disappears. It also enters the frame suddenly… so it does not resemble many of the other, explainable, captures.
The other, blurry, objects on the frame was simply dirt and can be disregarded.