method: GoMatching2024-04-25
Authors: HeHaibin, YeMaoyuan, ZhangJing, LiuJuhua, TaoDacheng
Affiliation: Wuhan University
Description: We extend off-the-shelf image text spotter DeepSolo to video text spotter via long-short term matching module.
GoMatching: A Simple Baseline for Video Text Spotting via Long and Short Term Matching
https://arxiv.org/abs/2401.07080
method: TencentOCR2023-03-21
Authors: Yuxin Wang, Qingxiang Lin, Sicong Liu, Huiwen Shi, Fan Yang, Lifu Wang, Haoxi Li, Weida Chen, Chen Li, Mingmin Yang, Chunchao Guo, Hongfa Wang, Wei Liu
Affiliation: TencentOCR
Description: We integrated the detection results of DBNet and Cascade MaskRCNN built with multiple Backbone architectures, combined with the Parseq English recognition model for recognition, and further improved the end-to-end tracking with ByteTrack. As a result, we obtained end-to-end tracking and trajectory recognition results.
method: DA2023-03-21
Authors: SheShuang, WangChengGuo, GaoHaiChao, DengYuCheng, DuanMengFei
Affiliation: GuangZhou
Description: Inspired by the BOT-SORT, we optimized and improved the VideoTextSCM method, called VideoTextSCM-Final.
Date | Method | MOTA | MOTP | IDF1 | Mostly Matched | Partially Matched | Mostly Lost | |||
---|---|---|---|---|---|---|---|---|---|---|
2024-04-25 | GoMatching | 22.83% | 80.43% | 46.09% | 2670 | 1670 | 8237 | |||
2023-03-21 | TencentOCR | 22.44% | 80.82% | 56.45% | 5062 | 1075 | 6440 | |||
2023-03-21 | DA | 10.51% | 78.97% | 53.45% | 4629 | 1392 | 6556 | |||
2023-03-21 | abcmot | 5.54% | 74.61% | 24.25% | 528 | 946 | 11103 | |||
2023-03-15 | TransDETR | 0.00% | 0.00% | 0.00% | 0 | 0 | 0 | |||
2023-03-18 | End-to-End | 0.00% | 0.00% | 0.00% | 0 | 0 | 0 | |||
2023-03-21 | solar flare | 0.00% | 0.00% | 0.00% | 0 | 0 | 0 | |||
2023-03-19 | TextTrack | -25.09% | 74.95% | 26.38% | 1388 | 1127 | 10062 | |||
2023-03-19 | TextTrack | -25.09% | 74.95% | 26.38% | 1388 | 1127 | 10062 | |||
2023-03-19 | SCUT-MMOCR-KS | -27.47% | 76.59% | 43.61% | 4090 | 1471 | 7016 | |||
2023-03-20 | TransDeTR+HRNet | -28.58% | 80.36% | 26.20% | 1556 | 543 | 10478 |