method: GoMatching2024-01-19

Authors: HeHaibin, YeMaoyuan, ZhangJing, LiuJuhua, TaoDacheng

Affiliation: Wuhan University-AI.INST

Description: We extend off-the-shelf image text spotter DeepSolo to video text spotter via long-short term matching module.

method: LOGO2024-05-30

Authors: Hongen Liu, Di Sun, Jiahao Wang, Yi Liu, Gang Pan

Affiliation: College of Intelligence and Computing, Tianjin University;Tianjin University of Science and Technology; Baidu Inc.

Description: We propose a Language Collaboration and Glyph Perception Model, termed LOGO to enhance the performance of conventional text spotters through the integration of a synergy module. To achieve this goal, a language synergy classifier (LSC) is designed to explicitly discern text instances from background noise in the recognition stage. Besides, the glyph supervision and visual position mixture module are proposed to enhance the recognition accuracy of noisy text regions, and acquire more discriminative tracking features, respectively.

method: CoText(Kuaishou_MMU)2022-05-07

Authors: lizhuang05

Affiliation: Zhejiang University(weijiaWu)&Kuaishou-MMU(zhuangLi)

Description: This is on our paper under review.

Ranking Table

Description Paper Source Code
DateMethodMOTAMOTPIDF1Mostly MatchedPartially MatchedMostly Lost
2024-01-19GoMatching72.04%78.53%80.11%1002205160
2024-05-30LOGO68.07%73.00%75.85%795294278
2022-05-07CoText(Kuaishou_MMU)66.96%76.55%75.24%837323207
2021-12-22GOCR Offline63.90%74.46%77.56%903212252
2021-08-02h&h_lab63.76%77.78%71.08%673381313
2021-12-22GOCR63.05%74.31%76.95%945260162
2022-04-15TransDETR60.96%74.61%72.80%644323400
2022-01-09CoText58.94%74.53%71.66%719296352
2020-02-26HIK_OCR52.98%74.88%61.85%618253487
2016-04-14SRC-B-TextProcessingLab29.51%68.53%48.10%272474621
2016-04-13Megvii-Image++19.11%67.28%34.97%134397836
2015-04-02USTB_TexVideo15.57%68.47%28.18%122382778
2015-04-02Deep2Text I (Video)14.35%68.75%32.05%200296786
2015-04-02USTB_TexVideo II-213.24%66.61%21.25%84327859
2015-04-17Stradvision-18.98%70.20%31.95%122432813
2015-04-02USTB_TexVideo II-15.64%58.76%19.74%111263872
2015-03-30Baseline-TextSpotter0.00%0.00%0.00%

Ranking Graphic