Search Results for author: Anna Zhu

Found 9 papers, 3 papers with code

Logical Bias Learning for Object Relation Prediction

no code implementations1 Oct 2023 Xinyu Zhou, Zihan Ji, Anna Zhu

Scene graph generation (SGG) aims to automatically map an image into a semantic structural graph for better scene understanding.

Causal Inference Decision Making +5

Few shot font generation via transferring similarity guided global style and quantization local style

1 code implementation ICCV 2023 Wei Pan, Anna Zhu, Xinyu Zhou, Brian Kenji Iwana, Shilin Li

To better capture the local styles, a cross-attention-based style transfer module is adopted to transfer the styles of reference glyphs to the components, where the components are self-learned discrete latent codes through vector quantization without manual definition.

Disentanglement Font Generation +2

FETNet: Feature Erasing and Transferring Network for Scene Text Removal

1 code implementation16 Jun 2023 Guangtao Lyu, Kun Liu, Anna Zhu, Seiichi Uchida, Brian Kenji Iwana

To tackle these problems, we propose a novel Feature Erasing and Transferring (FET) mechanism to reconfigure the encoded features for STR in this paper.

PSSTRNet: Progressive Segmentation-guided Scene Text Removal Network

1 code implementation13 Jun 2023 Guangtao Lyu, Anna Zhu

In each iteration, the original image, previous text removal result, and text mask are input to the network to extract the rest part of the text segments and cleaner text removal result.

Segmentation Text Segmentation

The Economic Effect of Gaining a New Qualification Later in Life

no code implementations4 Apr 2023 Finn Lattimore, Daniel M. Steinberg, Anna Zhu

Pursuing educational qualifications later in life is an increasingly common phenomenon within OECD countries since technological change and automation continues to drive the evolution of skills needed in many professions.

Using Machine Learning to Create an Early Warning System for Welfare Recipients

no code implementations24 Nov 2020 Dario Sansone, Anna Zhu

Using high-quality nation-wide social security data combined with machine learning tools, we develop predictive models of income support receipt intensities for any payment enrolee in the Australian social security system between 2014 and 2018.

BIG-bench Machine Learning

Scene Text Detection with Selected Anchor

no code implementations19 Aug 2020 Anna Zhu, Hang Du, Shengwu Xiong

Object proposal technique with dense anchoring scheme for scene text detection were applied frequently to achieve high recall.

Region Proposal Scene Text Detection +1

Scene Text Magnifier

no code implementations17 Jun 2019 Toshiki Nakamura, Anna Zhu, Seiichi Uchida

In this paper, we design the scene text magnifier through interacted four CNN-based networks: character erasing, character extraction, character magnify, and image synthesis.

Image Generation text annotation

Scene Text Eraser

no code implementations8 May 2017 Toshiki Nakamura, Anna Zhu, Keiji Yanai, Seiichi Uchida

That proves the effectiveness of proposed method for erasing the text in natural scene images.

Scene Text Detection Text Detection

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