WebFeb 2, 2024 · In this work, we introduce a simple, yet novel, method: "Image Captioning by Committee Consensus" ($IC^3$), designed to generate a single caption that captures high-level details from several... WebOct 16, 2024 · 2024 IEEE International Conference on Image Processing (ICIP) Grounded image captioning models usually process high-dimensional vectors from the feature extractor to generate descriptions. However, mere vectors do not provide adequate information. The model needs more explicit information for grounded image captioning.
[2004.00390v1] More Grounded Image Captioning by Distilling Image-T…
Webgrounded: [adjective] mentally and emotionally stable : admirably sensible, realistic, and unpretentious. WebJan 13, 2024 · We propose a Variational Autoencoder (VAE) based framework, Style-SeqCVAE, to generate stylized captions with styles expressed in the corresponding image. To this end, we address the lack of image-based style information in existing captioning datasets [ 23, 33] by extending the ground-truth captions of the COCO dataset [ 23 ], … onset of brevital
Learning to Generate Grounded Visual Captions without
WebDec 2, 2024 · The most common way is to encourage the captioning model to dynamically link generated object words or phrases to appropriate regions of the image, i.e., the grounded image captioning (GIC). However, GIC utilizes an auxiliary task (grounding objects) that has not solved the key issue of object hallucination, i.e., the semantic … WebTo improve the grounding accuracy while retaining the captioning quality, it is expensive to collect the word-region alignment as strong supervision. To this end, we propose a Part-of-Speech (POS) enhanced image-text … WebApr 1, 2024 · A novel framework for image captioning that can produce natural language explicitly grounded in entities that object detectors find in the image is introduced and reaches state-of-the-art on both COCO and Flickr30k datasets. Expand. 357. PDF. onset of blurred vision