Attribute|driven Image Captioning via Soft|switch Pointer

Attribute-driven image captioning via soft-switch pointer

We propose an attribute-driven image captioning approach consisting of two parts: the visual positioning part and the attribute selection part.

Attribute-driven image captioning via soft-switch pointer - NASA/ADS

Visual attributes detection provides rich semantic concepts for image captioning. Some previous methods attempt to directly encode the attributes into ...

Attribute-driven image captioning via soft-switch pointer | Pattern ...

Highlights •Attribute-driven image captioning joining visual positioning and attribute selection.•Pointing mechanism to merge the attribute detection result ...

Attribute-driven Image Captioning via Soft-switch Pointer

Request PDF | Attribute-driven Image Captioning via Soft-switch Pointer | Visual attributes detection provides rich semantic concepts for image captioning.

Attribute-driven Attention Model for Image Captioning - ResearchGate

Attribute-driven Image Captioning via Soft-switch Pointer. Article. Sep 2021 ... Attribute-driven Using a CNN-RNN architecture and using the visual ...

Pointing Novel Objects in Image Captioning - CVF Open Access

is adopted as a soft switch to choose between generating a word through LSTM, or directly copying a word from the recognized objects. As such, the final ...

Attribute-driven Attention Model for Image Captioning - IJCAI

We focus on training a good attribute-inference model via the recurrent neural network (RNN) for image captioning, where the co-occurrence dependencies among ...

Controllable Image Captioning via Prompting

In this paper, we show that a unified model is qualified to perform well in diverse domains and freely switch among multiple styles. Such a controllable ...

Image caption generation using contextual information fusion with Bi ...

Shang, Attribute-driven image captioning via soft-switch pointer, Pattern. Recognition Letters, 152 (2021) 34-41. [35] H.S. Das, P. Roy, A CNN-BiLSTM based ...

My Image Captioning Model giving me same caption on All images

I am using Indiana Data set of Radiographs and using Findings as Captions for training. I trained successfully and loss value is 0.75. But my ...

Image Captioning With End-to-End Attribute Detection and ...

Index terms have been assigned to the content through auto-classification. Recommendations. Attribute-driven image captioning via soft-switch pointer.

Image Captioning via Dynamic Path Customization - arXiv

The soft routing model can assign different path weights based on ... Xue, “Image captioning with end-to-end attribute detection and ...

Image Caption Generation Using Contextual Information Fusion ...

Attribute- driven image captioning model [34], which selects a specific ... Shang, ''Attribute-driven image caption- ing via soft-switch pointer,' ...

Multi-Source Interactive Stair Attention for Remote Sensing Image ...

... using a soft-switch pointer. Tian et al. [28] have proposed a ... Attribute-driven image captioning via soft-switch pointer. Pattern ...

ICEAP: An advanced fine-grained image captioning network ... - OUCI

Zhou, Attribute-driven image captioning via soft-switch pointer, Pattern Recognit. ... Donnyson, Contextual caption generation using attribute model, с. 1 ...

Can we use Keras model's accuracy metric for Image Captioning ...

to answer all questions I should say: for language models, it's common to use bleu (bilingual evaluation understudy) score since it gives ...

PixLore: A Dataset-driven Approach to Rich Image Captioning using ...

In the domain of vision-language integration, generating detailed image captions poses a significant challenge due to the lack of curated and rich datasets.

Language-Driven Region Pointer Advancement for Controllable ...

Controllable Image Captioning builds directly on the standard Image Captioning task and thus involves ... ing Language and Vision Using ...

How to use additional features in image captioning?

I have the following question - is it possible to train a model based on Transformer architecture to use additional attributes to generate a ...

Adaptive Attention via a Visual Sentinel for Image Captioning

Figure 2: A illustration of soft attention model from [30] (a) and our ... captioning with attributes. arXiv preprint arXiv:1611.01646,. 2015. 4, 5. [34] ...