Toward human perception-centric video thumbnail generation
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 …
concise image for users to browse efficiently. However, automatically generating attractive …
Image-aware layout generation with user constraints for poster design
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 …
layouts for a product image, to ensure they meet specific user requirements. This paper …
Densitylayout: Density-conditioned layout gan for visual-textual presentation designs
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 …
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
Automatic generation of graphical layouts is crucial for many real-world applications,
including designing posters, flyers, advertisements, and graphical user interfaces. Given the …
including designing posters, flyers, advertisements, and graphical user interfaces. Given the …
Graphic Design with Large Multimodal Model
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 …
multi-layered artwork not only boosts productivity but also paves the way for the …
PosterLLaVa: Constructing a Unified Multi-modal Layout Generator with LLM
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 …
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 …
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 …
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 …
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
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 …
aspect of the challenge is ensuring coherent placement of textual elements on the …