Toward human perception-centric video thumbnail generation

T Yang, F Wang, J Lin, Z Qi, Y Wu, J Xu… - Proceedings of the 31st …, 2023 - dl.acm.org
Video thumbnail plays an essential role in summarizing video content into a compact and
concise image for users to browse efficiently. However, automatically generating attractive …

Image-aware layout generation with user constraints for poster design

C Xu, K Han, W Xu - The Visual Computer, 2024 - Springer
Graphic layout is essential in poster generation. Professionals often need to design different
layouts for a product image, to ensure they meet specific user requirements. This paper …

Densitylayout: Density-conditioned layout gan for visual-textual presentation designs

HY Hsu, X He, Y Peng - International Conference on Image and Graphics, 2023 - Springer
Generating layouts for visual-textual presentation designs aims at arranging elements such
as logo, text, and underlay on the given images, which is the key to automating poster …

TextLap: Customizing Language Models for Text-to-Layout Planning

J Chen, R Zhang, Y Zhou, J Healey, J Gu, Z Xu… - arxiv preprint arxiv …, 2024 - arxiv.org
Automatic generation of graphical layouts is crucial for many real-world applications,
including designing posters, flyers, advertisements, and graphical user interfaces. Given the …

Graphic Design with Large Multimodal Model

Y Cheng, Z Zhang, M Yang, H Nie, C Li, X Wu… - arxiv preprint arxiv …, 2024 - arxiv.org
In the field of graphic design, automating the integration of design elements into a cohesive
multi-layered artwork not only boosts productivity but also paves the way for the …

PosterLLaVa: Constructing a Unified Multi-modal Layout Generator with LLM

T Yang, Y Luo, Z Qi, Y Wu, Y Shan… - arxiv preprint arxiv …, 2024 - arxiv.org
Layout generation is the keystone in achieving automated graphic design, requiring
arranging the position and size of various multi-modal design elements in a visually …

GLDesigner: Leveraging Multi-Modal LLMs as Designer for Enhanced Aesthetic Text Glyph Layouts

J He, Y Wang, L Wang, H Lu, JY He, C Li… - arxiv preprint arxiv …, 2024 - arxiv.org
Text logo design heavily relies on the creativity and expertise of professional designers, in
which arranging element layouts is one of the most important procedures. However, few …

Design Element Aware Poster Layout Generation

Y Li, J Chen, Y Bai, J Cheng, J Lei - Proceedings of the 33rd ACM …, 2024 - dl.acm.org
Despite the recent significant advancements in poster layout generation, existing works are
mainly unaware of the given design elements (ie, text, logo, and underlay), which leads to …

Multi-Attribute Featured Layout Generation forGraphic Design using Capsule Networks

ES Alkhalifah - … 3rd International Conference on Computing and …, 2023 - ieeexplore.ieee.org
Graphic design is a very individualized and variable undertaking for which it is challenging
to find a single answer. Layout modeling is an essential initial stage in graphic design. The …

VISUAL PROMPTING METHODS FOR GPT-4V BASED ZERO-SHOT GRAPHIC LAYOUT DESIGN GENERATION

K Singh, M Khanna, A Biswas, P Moturi - … Tiny Papers Track at ICLR 2024 - openreview.net
Graphic layout design generation is a challenging problem in computer vision. The key
aspect of the challenge is ensuring coherent placement of textual elements on the …