Scene Text Detection & Recognition (English)

StradVision's Ranking in ICDAR 2015 Robust Reading Competition     Introduction

challenge2

Challenge 2 (Focused Scene Text)          Result
Task 1 : Localization/Tracking

Rank 1

Task 2 : Segmentation

Rank 1

Task 3 : Recognition Results to be announced during the ICDAR conference on Aug 2015
Task 4 : End-to-end Results to be announced during the ICDAR conference on Aug 2015
   



Challenge 2(Focused Scene Text), Task1 (Text Localization): Rank 1         
Method Recall Precision Hmean
StradVision 80.15 % 90.93 % 85.20 %
VGGMaxNet_cmb77.32 %92.18 %84.10 %
VGGMaxNet_01376.38 %93.00 %83.88 %
VGGMaxNet_02579.76 %88.42 %83.87 %
VGGMaxNet_1.675.62 %93.45 %83.59 %
IWRR201478.65 %85.89 %82.11 %
HUST_MCLAB76.05 %87.96 %81.58 %
BUCT_YST73.88 %84.64 %78.90 %
UMD_IntegratedDisrimination69.97 %89.45 %78.52 %
USTB_TexStar69.28 %88.80 %77.83 %
SWT73.24 %81.53 %77.16 %
Text_detector_CASIA67.27 %84.97 %75.09 %
BayesText67.05 %84.58 %74.80 %
TextSpotter64.97 %87.49 %74.56 %
CASIA_NLPR68.82 %79.26 %73.67 %
I2R_NUS_FAR70.92 %75.71 %73.24 %
DetectText68.99 %75.93 %72.29 %
I2R_NUS69.84 %73.29 %71.52 %
VGGMaxNet_1055.11 %97.35 %70.38 %
TH-TextLoc69.95 %70.47 %70.21 %
Text Detection66.05 %74.50 %70.02 %
MSERs56.05 %53.94 %54.97 %
Baseline35.07 %60.95 %44.52 %
Inkam42.54 %31.73 %36.35 %
MSERbaseline32.75 %38.44 %35.37 %

Challenge 2(Focused Scene Text), Task2 (Text Segmentation): Rank 1          
Pixel Results Atom based Results
Method Recall Precison F-Score Well s. Merged Broken Br.-Mer. Lost False p. Detected Recall Precision Fscore
StradVision78.80 %89.24 %83.70 %4285282140128784507673.02 %84.42 %78.31 %
BUCT_YST74.56 %81.75 %77.99 %41742903131370201499871.13 %83.51 %76.83 %
I2R_NUS_FAR74.73 %81.70 %78.06 %40282971111531355499868.64 %80.59 %74.14 %
NSTextractor60.71 %76.28 %67.61 %37191061002033345445063.38 %83.57 %72.09 %
USTB_FuStar69.58 %74.45 %71.93 %39922791201585966550968.03 %72.46 %70.18 %
I2R_NUS73.57 %79.04 %76.21 %3540637701684357462060.33 %76.62 %67.51 %
NSTsegmentator68.41 %63.95 %66.10 %399014825017052792734168.00 %54.35 %60.41 %
Text Detection64.74 %76.20 %70.01 %364031427318841885633862.03 %57.43 %59.64 %
OTCYMIST46.11 %58.53 %51.58 %245227623031174549775941.79 %31.60 %35.99 %



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