Feynman Liang created SPARK-8490:
------------------------------------
Summary: SURF Feature Transformer
Key: SPARK-8490
URL: https://issues.apache.org/jira/browse/SPARK-8490
Project: Spark
Issue Type: Sub-task
Components: ML
Reporter: Feynman Liang
Speeded up robust features (SURF) (Bay et al, ECCV 2006,
http://www.vision.ee.ethz.ch/~surf/eccv06.pdf) is an image descriptor transform
very similar to SIFT (SPARK-8486) but can be computed more efficiently. One key
difference is using box filters (Difference of Boxes) to approximate the
Laplacian of the Gaussian.
We can implement SURF in Spark ML pipelines as a
org.apache.spark.ml.Transformer. Given an image Array[Array[Numeric]], the SIFT
transformer should output an ArrayArray[[Numeric]] of the SURF features for the
provided image.
--
This message was sent by Atlassian JIRA
(v6.3.4#6332)
---------------------------------------------------------------------
To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org
For additional commands, e-mail: issues-h...@spark.apache.org
