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FakeMix Augmentation Improves Transparent Object Detection
Detecting transparent objects in natural scenes is challenging due to th...
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Towards Ultra-Resolution Neural Style Transfer via Thumbnail Instance Normalization
We present an extremely simple Ultra-Resolution Style Transfer framework...
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Unsupervised Pretraining for Object Detection by Patch Reidentification
Unsupervised representation learning achieves promising performances in ...
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DetCo: Unsupervised Contrastive Learning for Object Detection
Unsupervised contrastive learning achieves great success in learning ima...
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Trans2Seg: Transparent Object Segmentation with Transformer
This work presents a new fine-grained transparent object segmentation da...
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TransTrack: Multiple-Object Tracking with Transformer
Multiple-object tracking(MOT) is mostly dominated by complex and multi-s...
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OneNet: Towards End-to-End One-Stage Object Detection
End-to-end one-stage object detection trailed thus far. This paper disco...
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SelfText Beyond Polygon: Unconstrained Text Detection with Box Supervision and Dynamic Self-Training
Although a polygon is a more accurate representation than an upright bou...
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Synthetic-to-Real Unsupervised Domain Adaptation for Scene Text Detection in the Wild
Deep learning-based scene text detection can achieve preferable performa...
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AE TextSpotter: Learning Visual and Linguistic Representation for Ambiguous Text Spotting
Scene text spotting aims to detect and recognize the entire word or sent...
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Differentiable Hierarchical Graph Grouping for Multi-Person Pose Estimation
Multi-person pose estimation is challenging because it localizes body ke...
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Scene Text Image Super-Resolution in the Wild
Low-resolution text images are often seen in natural scenes such as docu...
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Segmenting Transparent Objects in the Wild
Transparent objects such as windows and bottles made by glass widely exi...
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1st Place Solutions for OpenImage2019 – Object Detection and Instance Segmentation
This article introduces the solutions of the two champion teams, `MMfrui...
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PolarMask: Single Shot Instance Segmentation with Polar Representation
In this paper, we introduce an anchor-box free and single shot instance ...
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TextSR: Content-Aware Text Super-Resolution Guided by Recognition
Scene text recognition has witnessed rapid development with the advance ...
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Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network
Scene text detection, an important step of scene text reading systems, h...
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Scene Text Detection with Supervised Pyramid Context Network
Scene text detection methods based on deep learning have achieved remark...
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Fast OBDD Reordering using Neural Message Passing on Hypergraph
Ordered binary decision diagrams (OBDDs) are an efficient data structure...
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Attention Cropping: A Novel Data Augmentation Method for Real-world Plant Species Identification
This paper investigates the issue of realistic plant species identificat...
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