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Video description: A survey of methods, datasets, and evaluation metrics
Video description is the automatic generation of natural language sentences that describe
the contents of a given video. It has applications in human-robot interaction, hel** the …
the contents of a given video. It has applications in human-robot interaction, hel** the …
Video description: A comprehensive survey of deep learning approaches
Video description refers to understanding visual content and transforming that acquired
understanding into automatic textual narration. It bridges the key AI fields of computer vision …
understanding into automatic textual narration. It bridges the key AI fields of computer vision …
Vid2seq: Large-scale pretraining of a visual language model for dense video captioning
In this work, we introduce Vid2Seq, a multi-modal single-stage dense event captioning
model pretrained on narrated videos which are readily-available at scale. The Vid2Seq …
model pretrained on narrated videos which are readily-available at scale. The Vid2Seq …
End-to-end generative pretraining for multimodal video captioning
Recent video and language pretraining frameworks lack the ability to generate sentences.
We present Multimodal Video Generative Pretraining (MV-GPT), a new pretraining …
We present Multimodal Video Generative Pretraining (MV-GPT), a new pretraining …
Autoad: Movie description in context
The objective of this paper is an automatic Audio Description (AD) model that ingests movies
and outputs AD in text form. Generating high-quality movie AD is challenging due to the …
and outputs AD in text form. Generating high-quality movie AD is challenging due to the …
End-to-end dense video captioning with parallel decoding
Dense video captioning aims to generate multiple associated captions with their temporal
locations from the video. Previous methods follow a sophisticated" localize-then-describe" …
locations from the video. Previous methods follow a sophisticated" localize-then-describe" …
Autoad ii: The sequel-who, when, and what in movie audio description
Audio Description (AD) is the task of generating descriptions of visual content, at suitable
time intervals, for the benefit of visually impaired audiences. For movies, this presents …
time intervals, for the benefit of visually impaired audiences. For movies, this presents …
Omnivid: A generative framework for universal video understanding
The core of video understanding tasks such as recognition captioning and tracking is to
automatically detect objects or actions in a video and analyze their temporal evolution …
automatically detect objects or actions in a video and analyze their temporal evolution …
Exploring visual relationship for image captioning
It is always well believed that modeling relationships between objects would be helpful for
representing and eventually describing an image. Nevertheless, there has not been …
representing and eventually describing an image. Nevertheless, there has not been …
Autoad iii: The prequel-back to the pixels
Abstract Generating Audio Description (AD) for movies is a challenging task that requires
fine-grained visual understanding and an awareness of the characters and their names …
fine-grained visual understanding and an awareness of the characters and their names …