End-to-End Wireframe Parsing

ICCV 2019 Yichao ZhouHaozhi QiYi Ma

We present a conceptually simple yet effective algorithm to detect wireframes in a given image. Compared to the previous methods which first predict an intermediate heat map and then extract straight lines with heuristic algorithms, our method is end-to-end trainable and can directly output a vectorized wireframe that contains semantically meaningful and geometrically salient junctions and lines... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Line Segment Detection wireframe dataset L-CNN F1 score 0.816 # 2
sAP5 58.9 # 2
sAP10 63.6 # 2
sAP15 64.9 # 2