심층신경망 기반의 객체 검출 방식을 활용한 모바일화면의 자동 프로그래밍에 관한 연구

윤영선 박지수 정진만 은성배 차신 소선섭 2018년

논문상세정보

인용/피인용

딥 컨볼루션 신경망을 이용한 자동차 번호판 영역 검출 시스템
심재창(Jaechang Shim) 이스라필 안사리(Israfil Ansari) 이정환(Jeonghwan Lee) 정윤주(Yunju Jeong) [2017]
pix2code: Generating Code from a Graphical User Interface Screenshot
T. Beltramelli
iOS12 Apple developer
https://github.com/andy-yun/pytorch-0.4-yolov3
Y.-S. Yun
You only look once: Unified, real-time object detection
J. Redmon
YOLOv3: An Incremental Improvement
J. Redmon
YOLO9000: Better, Faster, Stronger
J. Redmon
Toward Mining Visual Log of Software
H. Pham
Tizen delelopers
SSD: single shot multibox detector
W. Liu
Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
R. Cirshick
Reverse Engineering Mobile Application User Interfaces with REMAUI (T)
T. Nguyen [2015]
Microsoft Windows
Marvis
Macintosh
Long short-term memory
S. Hochreiter [1997]
Identifying UI Widgets of Mobile Applications from Sketch Images
S. Kim [2018]
Graphical user interface
Git code
Tzutalin, LabelImg
Faster R-CNNN: Towards Real-Time Object Detection with Region Proposal Networks
S. Ren
Fast R-CNN
R. Girshick
Darknet: Open source neural networks in c
J. Redmon
Common Objects in Context
Android developers
A Grammar for Hierarchical Object Description in Logic Programs
T. Parag [2012]