We present different methods for the two tasks of the 2019 FinTOC challenge: Title Detection and Table of Contents Extraction. For the Title Detection task we present different approaches using various features : visual characteristics , punctuation density and character n-grams. Our best approach achieved an official F-measure score of 94.88%, ranking 6 on this task. For the TOC extraction task, we presented a method combining visual characteristics of the document layout. With this method we ranked first on this task with 42.72%.