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20172023
most citedMMDetection: Open MMLab Detection Toolbox and Benchmark

794 citations · 1.7k across the 31 of their papers we have counts for

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Showing 2021Show all

5 papers · 1 filter

cs.CV2021

Temporal RoI Align for Video Object Recognition

Tao Gong, Kai Chen, Xinjiang Wang +5

Video object detection is challenging in the presence of appearance deterioration in certain video frames. Therefore, it is a natural choice to aggregate temporal information from…

cs.CV202124 cited

Towards Balanced Learning for Instance Recognition

Jiangmiao Pang, Kai Chen, Qi Li +5

Instance recognition is rapidly advanced along with the developments of various deep convolutional neural networks. Compared to the architectures of networks, the training process,…

cs.CV202115 cited

MMOCR: A Comprehensive Toolbox for Text Detection, Recognition and Understanding

Zhanghui Kuang, Hongbin Sun, Zhizhong Li +10

We present MMOCR-an open-source toolbox which provides a comprehensive pipeline for text detection and recognition, as well as their downstream tasks such as named entity recogniti…

cs.CV2021197 cited

K-Net: Towards Unified Image Segmentation

Wenwei Zhang, Jiangmiao Pang, Kai Chen +1

Semantic, instance, and panoptic segmentations have been addressed using different and specialized frameworks despite their underlying connections. This paper presents a unified, s…

cs.CV20215 cited

WSSOD: A New Pipeline for Weakly- and Semi-Supervised Object Detection

Shijie Fang, Yuhang Cao, Xinjiang Wang +3

The performance of object detection, to a great extent, depends on the availability of large annotated datasets. To alleviate the annotation cost, the research community has explor…