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Particle effects are widely used in games and animation to simulate natural phenomena or stylized visual effects. However, creating effect artworks is challenging for non-expert users due to their lack of specialized skills, particularly in…

人机交互 · 计算机科学 2025-07-29 Yifei Zhang , Lin-Ping Yuan , Yuheng Zhao , Jielin Feng , Siming Chen

Graphics design is important for various applications, including movie production and game design. To create a high-quality scene, designers usually need to spend hours in software like Blender, in which they might need to interleave and…

计算机视觉与模式识别 · 计算机科学 2024-08-06 Ian Huang , Guandao Yang , Leonidas Guibas

Visual effects (VFX) are essential for enhancing the expressiveness and creativity of video content, yet producing high-quality effects typically requires expert knowledge and costly production pipelines. Existing AIGC systems face…

计算机视觉与模式识别 · 计算机科学 2026-03-09 Shiyuan Yang , Ruihuang Li , Jiale Tao , Shuai Shao , Qinglin Lu , Jing Liao

This paper presents a real-time generative drawing system that interprets and integrates both formal intent - the structural, compositional, and stylistic attributes of a sketch - and contextual intent - the semantic and thematic meaning…

计算机视觉与模式识别 · 计算机科学 2025-08-28 Jookyung Song , Mookyoung Kang , Nojun Kwak

Artistic font generation aims to synthesize stylized glyphs based on a reference style. However, existing approaches suffer from limited style diversity and coarse control. In this work, we explore the potential of element-driven artistic…

计算机视觉与模式识别 · 计算机科学 2026-03-31 Wuyang Luo , Chengkai Tan , Chang Ge , Binye Hong , Su Yang , Yongjiu Ma

Recent advances in Text-to-Image (T2I) generative models, such as Imagen, Stable Diffusion, and FLUX, have led to remarkable improvements in visual quality. However, their performance is fundamentally limited by the quality of training…

计算机视觉与模式识别 · 计算机科学 2025-12-19 Kaixin Ding , Yang Zhou , Xi Chen , Miao Yang , Jiarong Ou , Rui Chen , Xin Tao , Hengshuang Zhao

Crafting magic and illusions is one of the most thrilling aspects of filmmaking, with visual effects (VFX) serving as the powerhouse behind unforgettable cinematic experiences. While recent advances in generative artificial intelligence…

计算机视觉与模式识别 · 计算机科学 2025-04-02 Xinyu Liu , Ailing Zeng , Wei Xue , Harry Yang , Wenhan Luo , Qifeng Liu , Yike Guo

Generative AI has made image creation more accessible, yet aligning outputs with nuanced creative intent remains challenging, particularly for non-experts. Existing tools often require users to externalize ideas through prompts or…

人机交互 · 计算机科学 2025-08-11 Daniel Lee , Nikhil Sharma , Donghoon Shin , DaEun Choi , Harsh Sharma , Jeonghwan Kim , Heng Ji

We propose MagicQuill V2, a novel system that introduces a \textbf{layered composition} paradigm to generative image editing, bridging the gap between the semantic power of diffusion models and the granular control of traditional graphics…

计算机视觉与模式识别 · 计算机科学 2025-12-03 Zichen Liu , Yue Yu , Hao Ouyang , Qiuyu Wang , Shuailei Ma , Ka Leong Cheng , Wen Wang , Qingyan Bai , Yuxuan Zhang , Yanhong Zeng , Yixuan Li , Xing Zhu , Yujun Shen , Qifeng Chen

Recent advances in image generation gave rise to powerful tools for semantic image editing. However, existing approaches can either operate on a single image or require an abundance of additional information. They are not capable of…

计算机视觉与模式识别 · 计算机科学 2020-10-09 Evangelos Ntavelis , Andrés Romero , Iason Kastanis , Luc Van Gool , Radu Timofte

People with visual impairments often struggle to create content that relies heavily on visual elements, particularly when conveying spatial and structural information. Existing accessible drawing tools, which construct images line by line,…

人机交互 · 计算机科学 2025-04-30 Seonghee Lee , Maho Kohga , Steve Landau , Sile O'Modhrain , Hari Subramonyam

This paper targets interactive object-level editing (e.g., deletion, recoloring, transformation, composition) in dynamic scenes. Recently, some methods aiming for flexible editing static scenes represented by neural radiance field (NeRF)…

计算机视觉与模式识别 · 计算机科学 2023-11-08 Dadong Jiang , Zhihui Ke , Xiaobo Zhou , Xidong Shi

Aerial vehicles are revolutionizing the way film-makers can capture shots of actors by composing novel aerial and dynamic viewpoints. However, despite great advancements in autonomous flight technology, generating expressive camera…

计算机视觉与模式识别 · 计算机科学 2021-04-02 Rogerio Bonatti , Arthur Bucker , Sebastian Scherer , Mustafa Mukadam , Jessica Hodgins

Pre-training equips text-to-image (T2I) models with broad world knowledge, but this alone is often insufficient to achieve high aesthetic quality and alignment. Consequently, supervised fine-tuning (SFT) is crucial for further refinement.…

计算机视觉与模式识别 · 计算机科学 2026-03-09 Valerii Startsev , Alexander Ustyuzhanin , Alexey Kirillov , Dmitry Baranchuk , Sergey Kastryulin

We present El Agente Estructural, a multimodal, natural-language-driven geometry-generation and manipulation agent for autonomous chemistry and molecular modelling. Unlike molecular generation or editing via generative models, Estructural…

Text-to-image diffusion models can generate high-quality images but lack fine-grained control of visual concepts, limiting their creativity. Thus, we introduce component-controllable personalization, a new task that enables users to…

计算机视觉与模式识别 · 计算机科学 2025-05-22 Donghao Zhou , Jiancheng Huang , Jinbin Bai , Jiaze Wang , Hao Chen , Guangyong Chen , Xiaowei Hu , Pheng-Ann Heng

Recent advances in generative AI have accelerated the discovery of novel chemicals and materials. However, scaling these discoveries to industrial production remains a major bottleneck due to the synthesis gap -- the need to develop…

机器学习 · 计算机科学 2025-08-19 Sakhinana Sagar Srinivas , Shivam Gupta , Venkataramana Runkana

Oil painting, as a high-level medium that blends human abstract thinking with artistic expression, poses substantial challenges for digital generation and editing due to its intricate brushstroke dynamics and stylized characteristics.…

计算机视觉与模式识别 · 计算机科学 2025-12-10 Zhangli Hu , Ye Chen , Jiajun Yao , Bingbing Ni

Image retouching aims to enhance visual quality while aligning with users' personalized aesthetic preferences. To address the challenge of balancing controllability and subjectivity, we propose a unified diffusion-based image retouching…

计算机视觉与模式识别 · 计算机科学 2025-12-19 Zewei Chang , Zheng-Peng Duan , Jianxing Zhang , Chun-Le Guo , Siyu Liu , Hyungju Chun , Hyunhee Park , Zikun Liu , Chongyi Li

Despite recent advances in multimodal content generation enabled by vision-language models (VLMs), their ability to reason about and generate structured 3D scenes remains largely underexplored. This limitation constrains their utility in…

计算机视觉与模式识别 · 计算机科学 2025-07-08 Xinhang Liu , Yu-Wing Tai , Chi-Keung Tang
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