18 citations · 81 across the 9 of their papers we have counts for
10 papers · 1 filter
In Defense of Clip-based Video Relation Detection
Meng Wei, Long Chen, Wei Ji +2
Video Visual Relation Detection (VidVRD) aims to detect visual relationship triplets in videos using spatial bounding boxes and temporal boundaries. Existing VidVRD methods can be…
Rethinking the Two-Stage Framework for Grounded Situation Recognition
Meng Wei, Long Chen, Wei Ji +2
Grounded Situation Recognition (GSR), i.e., recognizing the salient activity (or verb) category in an image (e.g., buying) and detecting all corresponding semantic roles (e.g., age…
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…
Vision Transformer with Progressive Sampling
Xiaoyu Yue, Shuyang Sun, Zhanghui Kuang +4
Transformers with powerful global relation modeling abilities have been introduced to fundamental computer vision tasks recently. As a typical example, the Vision Transformer (ViT)…
Visual Parser: Representing Part-whole Hierarchies with Transformers
Shuyang Sun, Xiaoyu Yue, Song Bai +1
Human vision is able to capture the part-whole hierarchical information from the entire scene. This paper presents the Visual Parser (ViP) that explicitly constructs such a hierarc…
Spatial Dual-Modality Graph Reasoning for Key Information Extraction
Hongbin Sun, Zhanghui Kuang, Xiaoyu Yue +2
Key information extraction from document images is of paramount importance in office automation. Conventional template matching based approaches fail to generalize well to document…
HOSE-Net: Higher Order Structure Embedded Network for Scene Graph Generation
Meng Wei, Chun Yuan, Xiaoyu Yue +1
Scene graph generation aims to produce structured representations for images, which requires to understand the relations between objects. Due to the continuous nature of deep neura…
RobustScanner: Dynamically Enhancing Positional Clues for Robust Text Recognition
Xiaoyu Yue, Zhanghui Kuang, Chenhao Lin +2
The attention-based encoder-decoder framework has recently achieved impressive results for scene text recognition, and many variants have emerged with improvements in recognition q…
Geometry Normalization Networks for Accurate Scene Text Detection
Youjiang Xu, Jiaqi Duan, Zhanghui Kuang +4
Large geometry (e.g., orientation) variances are the key challenges in the scene text detection. In this work, we first conduct experiments to investigate the capacity of networks…
Boosting up Scene Text Detectors with Guided CNN
Xiaoyu Yue, Zhanghui Kuang, Zhaoyang Zhang +4
Deep CNNs have achieved great success in text detection. Most of existing methods attempt to improve accuracy with sophisticated network design, while paying less attention on spee…