Difference between revisions of "Evaltex"

Revision as of 12:43, 8 January 2016

EvaLTex (Evaluating Text Localization) is an evaluation tool used to measure the performance of text detection algorithms. It takes as input text detection results that can be represented either by coordinates or by masks and outputs performance scores.

EvaLTex framework

Input

The framework takes as input XML files containing the coordinates of the bounding boxes surrounding the text objects and compares it to another XML file representing the ground truth (GT). The GT XML format differs slightly from the result format. Its attributes are:

name : the image name
size : image size
region : 1st level components

Mask representation

In addition to bounding boxes, text objects can also be represented using masks. EvaLTex takes as input binary images (white corresponds to text). TODO add images

Output

The output consists in a local valuation (for each image), as well as a global evaluation (one XML file for a whole database).

@@ Line 5: / Line 5: @@
 === Input ===
 The framework takes as input XML files containing the coordinates of the bounding boxes surrounding the text objects and compares it to another XML file representing the ground truth (GT). The GT XML format differs slightly from the result format. Its attributes are:
-* name     the image name
+* name   :    the image name
-* size       image size
+* size     :    image size
-* region   1st level components
+* region :   1st level components
 ==== Mask representation ====
 In addition to bounding boxes, text objects can also be represented using masks. EvaLTex takes as input binary images (white corresponds to text).
+TODO add images
 === Output ===
+The output consists in a local valuation (for each image), as well as a global evaluation (one XML file for a whole database).