no code implementations • 1 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.
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.
1 code implementation • 16 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.
1 code implementation • 13 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.
no code implementations • 4 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.
no code implementations • 24 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.
no code implementations • 19 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.
no code implementations • 17 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.
no code implementations • 8 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.