Write a Blog >>
MOBILESoft 2020
Mon 13 - Wed 15 July 2020
co-located with ICSE 2020
Tue 14 Jul 2020 16:25 - 16:35 at MobileSoft - Software Development and Evolution Chair(s): Mariano Ceccato

User interface development typically starts with freehand sketching, with pen on paper, which creates a big gap in the software development process. Recent advances in deep neural networks that have been trained on large sketch stroke sequence sample collections have enabled online sketch detection that supports many sketch element classes at high classification accuracy. This paper leverages the recent Google Quick, Draw! dataset of 50M sketch stroke sequences to pre-train a recurrent neural network and retrains it with sketch stroke sequences we collected via Amazon Mechanical Turk. The resulting Doodle2App website offers a substitute for paper, i.e., a drawing interface and an interactive UI preview and can convert sketches to a compilable Android application. On 712 sketch samples Doodle2App achieved higher accuracy than the state-of-the-art tool Teleport. The demo video is at https://youtu.be/P4sb0pKTNEY

Tue 14 Jul
Times are displayed in time zone: (UTC) Coordinated Universal Time change

16:00 - 16:15
Technical Papers
Demetrio GuilardiUniversity of Quebec at Chicoutimi, Jalves NicacioUniversity of Quebec at Chicoutimi, Bianca NapoleaoUniversity of Quebec at Chicoutimi, Fabio PetrilloUniversity of Quebec at Chicoutimi
16:15 - 16:25
Tool Demos and Mobile Apps
Mattia FazziniUniversity of Minnesota, Qi XinGeorgia Institute of Technology, Alessandro OrsoGeorgia Tech
16:25 - 16:35
Tool Demos and Mobile Apps
Soumik MohianUniversity of Texas at Arlington, Christoph CsallnerUniversity of Texas at Arlington
Link to publication DOI Media Attached
16:35 - 16:40
Student Research Competition
DongxingCao Kyungpook National University
16:40 - 17:00
Paper Presentations
17:00 - 17:30
Paper Presentations