Clothes image caption generation with attribute detection and visual ...

In this paper, we develop a joint attribute detection and visual attention framework for clothes image captioning.

Highlights. •. An end to end framework for clothes image captioning is developed based on attribute detection and visual attention. •. The attribute detection ...

Clothes image caption generation with attribute detection and visual ...

An element work for combing images and language understanding is how to generate a natural language sentence that accurately summarizes the contents of a ...

Clothes image caption generation with attribute detection and visual ...

Semantic Scholar extracted view of "Clothes image caption generation with attribute detection and visual attention model" by Xianrui Li et al.

Clothes Image Caption Generation with Attribute Detection and ...

An element work for combing images and language understanding is how to generate a natural language sentence that accurately summarizes the contents of a ...

Clothes image caption generation with attribute detection and visual ...

... attribute detection and visual attention framework for clothes image captioning. Specifically, in order to involve more attributes of clothes to learn, we ...

Fashion-Oriented Image Captioning with External Knowledge ...

... image generation using textual sentences or attributes as input [15,16]. ... Show, attend and tell: Neural image caption generation with visual attention.

Local Attribute Attention Network for Minority Clothing Image ...

Local Attribute Attention Network for Minority Clothing Image Caption Generation[J]. ... attributes, attribute-based visual features, and ... Detection[J].

Neural Fashion Image Captioning : Accounting for Data Diversity

Objective description generation is helpful to automate attribute extraction from fashion images ... Show, attend and tell: Neural image caption ...

Boosting Image Captioning With Attributes - CVF Open Access

proved to be effective in visual recognition [23]. Therefore, a valid ... Show, attend and tell: Neural image caption generation with visual attention.

Image and Video Captioning for Apparels Using Deep Learning

It establishes a strong basis for the stages of clothing description and caption generation. FIGURE 6. An overview of the object detection ...

Neural Fashion Image Captioning : Accounting for Data Diversity

This process combines two sub-fields of computer sci- ence namely: Natural Language Processing (NLP) and Computer Vision (CV). Automatic caption generation from ...

Improving fashion captioning via attribute-based alignment and multi ...

Existing image captioning methods typically focus on describing a single image and often struggle to capture fine-grained visual representations ...

Attribute Conditioned Fashion Image Captioning - Semantic Scholar

This work proposes a new multi-modal fashion image captioning method that allows the users to specify a few semantic attributes to guide the caption generation.

Image and Video Captioning for Apparels Using Deep Learning

... Visual Genome dataset for. region and attribute description generation, along with the ... clothing. items in the images for the object detection ...

Empowering the Captioning of Fashion Attributes from Asian ...

ABSTRACT Fashion image captioning, an evolving field in AI and computer vision, generates descriptive captions for fashion images. This paper addresses the ...

Learning Image Representation via Attribute-Aware Attention ...

[15] proposed a joint attribute detection and visual attention framework for clothes image captioning. ... Clothes image caption generation with attribute ...

LRVS-Fashion: Extending Visual Search with Referring Instructions

DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing Images. ... generation image- ...

Towards Generating Accurate Descriptions with Semantic Rewards

We then propose a set of strategies to increase the performance of fashion captions: 1) learning specific fashion attributes from the image; 2) establishing ...

Image Captioning on General Data and Fashion Data - DiVA portal

Spatial attention and “visual sentinel” are employed for generating attention distribution on images. attribute information is added for highlighting the key ...