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Image Captioning with Deep Bidirectional LSTMs

Image Captioning with Deep Bidirectional LSTMs

[1604.00790] Image Captioning with Deep Bidirectional LSTMs - arXiv

This work presents an end-to-end trainable deep bidirectional LSTM (Long-Short Term Memory) model for image captioning.

Image Captioning with Deep Bidirectional LSTMs - ACM Digital Library

Recommendations · Image Captioning with Deep Bidirectional LSTMs and Multi-Task Learning · Deep image captioning using an ensemble of CNN and LSTM based deep ...

Image Captioning with Deep Bidirectional LSTMs and Multi-Task ...

Abstract. Generating a novel and descriptive caption of an image is drawing increasing interests in computer vision, natural language processing, and multimedia ...

Image Captioning with Deep Bidirectional LSTMs - GitHub

Image Captioning with Deep Bidirectional LSTMs. Contribute to deepsemantic/image_captioning development by creating an account on GitHub.

Image Captioning with Deep Bidirectional LSTMs - Semantic Scholar

This work presents an end-to-end trainable deep bidirectional LSTM (Long-Short Term Memory) model for image captioning that builds on a deep convolutional ...

Image Captioning by Using Bidirectional Lstm Neural Network

Putting captions on images is an important phase in image processing and machine vision which divides an image into different regions.

Image Captioning with Deep Bidirectional LSTMs | Request PDF

Request PDF | Image Captioning with Deep Bidirectional LSTMs | This work presents an end-to-end trainable deep bidirectional LSTM (Long-Short Term Memory) ...

[PDF] Image Captioning with Deep Bidirectional LSTMs and Multi ...

It is demonstrated that Bi-LSTM models achieve highly competitive performance on both caption generation and image-sentence retrieval even ...

shmoksh/Image-Captioning-in-Deep-Learning - GitHub

Creating a model which generate caption based on the image provided using Convolutional Neural Network(CNN) and Bi-Directional LSTM(Bi-LSTM) ...

Image caption generation using a dual attention mechanism

To create image captions, Bidirectional LSTM (BI-LSTM) is used to combine textual and visual attention. The Self Improved Electric Fish Optimization (SI-EFO) ...

Image Caption Generation: Self-Attention | by Amit - Medium

Bidirectional LSTMs are an extension of traditional LSTMs which ... deep learning techniques and it made a remarkable impact. I am ...

Exploring Overall Contextual Information for Image Captioning in ...

The end-to-end trainable models directly use images and corresponding captions for training. Vinyals et al. [37] use a deep CNN to encode images and use an LSTM ...

Bidirectional LSTM approach to image captioning with scene features

More recently, it has been driven by encoder-decoder deep learning approaches where visual features are learned with a convolutional neural ...

Bi-LS-AttM: A Bidirectional LSTM and Attention Mechanism Model ...

The bidirectional long short-term memory (Bi-LSTM) has garnered wide acceptance in executing image captioning tasks. Of late, scholarly ...

Image Captioning with Deep Bidirectional LSTMs

它能够通过在高层次的语义空间中利用历史和未来的上下文信息来学习长期的视觉语言交互。提出了两种新的深度双向变体模型，其中我们增加了不同深度的非线性 ...

Image Captioning using Hybrid of VGG16 and Bidirectional LSTM ...

The results of the image feature extraction process in the form of feature vectors are then forwarded to Bidirectional LSTM to produce ...

Image Captioning with Bidirectional Semantic Attention-Based ...

... LSTM to sufficiently leverage visual and sentential information in generating image captions. ... Image captioning with deep bidirectional lstms.

Image Captioning with Deep Bidirectional LSTMs. - DBLP

Cheng Wang, Haojin Yang, Christian Bartz, Christoph Meinel: Image Captioning with Deep Bidirectional LSTMs. CoRR abs/1604.00790 (2016).

Image Captioning with Deep Bidirectional LSTMs. - BibSonomy

Image Captioning with Deep Bidirectional LSTMs. C. Wang, H. Yang, C. Bartz, and C. Meinel. CoRR, (2016 ). Links and resources. BibTeX key: journals/corr ...

Automatic Image Captioning Using Different Variants of the Long ...

Automatic Image Captioning Using Different Variants of the Long Short-Term Memory (LSTM) Deep Learning Model ... Furthermore, it was found that the bidirectional ...