For cell phone users and blind people using non-visual browsers, browsing Web by common browsers is quite inefficient due to the problem of information overload. This paper presents the TB-WPRO (Title-Block based Web Page Re-Organization) method, which hierarchically segments web pages into blocks using visual and layout information reflecting the web designers’ intent. TB-WPRO segments the web pages with a clear goal to extract self-described title blocks. To reorganize web pages, the segmentation result is transformed to a serial of small web pages that could be easily accessed. Compared to current methods, the proposed approach obtains a promising segmentation result where blocks are visually and semantically consistent with original web pages.