With the accumulation of consumer's personal image library, the problem of managing, browsing, querying and presenting photos effectively and efficiently would become critical. We propose a framework for automatic organization of personal image libraries based on analysis of image creation time stamps and image contents to facilitate browsing and summarization of images.