Techniques to stitch together multiple video streams are described. In an embodiment, a technique may include receiving a plurality of video streams from a plurality of video sources in a room. The video streams may be analyzed for feature points, such as furniture, light fixtures, window frames and so forth. The video streams may be processed to make the video qualities of the video streams, such as scale, color, brightness and so forth, more consistent with each other. Using the feature points, the processed video streams may be stitched together to generate a unified stream. The unified stream may be output to a display in the room and/or to remote viewers. Other embodiments are described and claimed.