MM

This workshop aims to explore key topics in the multimedia field, focusing on multimedia content generation, quality assessment, dataset creation, and construction. These topics are essential for the growth and advancement of the multimedia domain. ...

Scene text removal has been widely applied in various applications due to its remarkable progress. Most of the previous methods apply text regions or strokes individually to provide text location information which exhibit distinct advantages and ...

In the realm of image aesthetic quality assessment, additional tagging information, such as scene classification, photographic style, and aesthetic attributes, embodies a wealth of aesthetic connotations. The textual descriptions and visual features ...

Transformer-based methods have achieved impressive performance on temporal action localization (TAL). Although this achievement is attributed to the multiheaded self-attention (MSA) mechanism, there is still a lack of systematic understanding. ...

In this paper, we present the High Quality Fire Smoke Dataset(HQFSD), a new comprehensive fire and smoke dataset tailored for training and evaluating fire detection algorithms. It currently comprises 12,166 meticulously selected images sourced from over ...

Temporal action detection (TAD) is a critical task of multimedia video understanding, focusing on accurately predicting the starting and ending times of action instances along with their classification. Most previous works have relied on two-stage ...

Crowd counting endeavors to estimate the numerical count of individuals present within an image depicting a gathering of people. In recent years, there has been notable and gradual advancement in the realm of crowd counting, driven by the integration of ...

In this paper, we introduce RecipeSD, a novel approach for food image synthesis using Stable Diffusion, enhanced by integrating recipe text information. RecipeSD leverages a pretrained recipe encoder from a cross-modal retrieval task to extract ...

For aesthetic attribute evaluation of images (AAEI), the annotation of image aesthetic attribute scores plays an important role. It requires experienced artists and professional photographers, which hinders the collection of large-scale fully-annotated ...

Creating visual content such as product advertisements for marketing purposes has attracted research attention recently. Traditionally, such visuals showcase the product against a specific backdrop while adhering to a consistent corporate style to ...