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[WSS19] Extract Data From Discrete Plot Images Using Semantic Segmentation

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POSTED BY: Wangping Ren
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Wangping-san, Thank you for your nice post. I've tried something similar(GraphImage2List : more automatically) with another approach. I also struggled to identify axes labels. I used TextRecognize[], but it did not work well. I'm looking forward to your future work.

POSTED BY: Kotaro Okazaki

Hi Kotaro -- many thanks for reading my post and I am excited to see what you did with continuous plots. I also plan to use the output tensor (whose elements consist of 1 - background, 2 - axes, 3 - axes labels, 4 - data points) of the modified ResNet-22 net to identify different plot components that are associated with certain pixel positions. For example, a singe data point can be represented by the average of its occupied pixel positions. Similarly, a second neural net can be implemented to recognize the average pixel positions of any axes label. I also look forward to discussing with you further in the future.

POSTED BY: Wangping Ren
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