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Video Description

The goal of automatic Video Description is to tell a story about events happening in a video. While early Video Description methods produced captions for short clips that were manually segmented to contain a single event of interest, more recently dense video captioning has been proposed to both segment distinct events in time and describe them in a series of coherent sentences. This problem is a generalization of dense image region captioning and has many practical applications, such as generating textual summaries for the visually impaired, or detecting and describing important events in surveillance footage.

Source: Joint Event Detection and Description in Continuous Video Streams

Papers

Showing 2650 of 104 papers

TitleStatusHype
FIOVA: A Multi-Annotator Benchmark for Human-Aligned Video Captioning0
VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models0
Technical Report: Competition Solution For Modelscope-Sora0
Kubrick: Multimodal Agent Collaborations for Synthetic Video Generation0
SUSTechGAN: Image Generation for Object Detection in Adverse Conditions of Autonomous DrivingCode0
https://arxiv.org/abs/2407.00634Code0
LLAVIDAL: A Large LAnguage VIsion Model for Daily Activities of Living0
A Labelled Dataset for Sentiment Analysis of Videos on YouTube, TikTok, and Other Sources about the 2024 Outbreak of Measles0
X-VARS: Introducing Explainability in Football Refereeing with Multi-Modal Large Language Model0
JMI at SemEval 2024 Task 3: Two-step approach for multimodal ECAC using in-context learning with GPT and instruction-tuned Llama modelsCode0
Multi-modal News Understanding with Professionally Labelled Videos (ReutersViLNews)0
ActionHub: A Large-scale Action Video Description Dataset for Zero-shot Action Recognition0
Attention Based Encoder Decoder Model for Video Captioning in Nepali (2023)0
Multi Sentence Description of Complex Manipulation Action Videos0
CLearViD: Curriculum Learning for Video Description0
Analyzing Political Figures in Real-Time: Leveraging YouTube Metadata for Sentiment Analysis0
MSVD-Indonesian: A Benchmark for Multimodal Video-Text Tasks in IndonesianCode0
Edit As You Wish: Video Caption Editing with Multi-grained User ControlCode0
Learn to Understand Negation in Video RetrievalCode0
Synchronized Audio-Visual Frames with Fractional Positional Encoding for Transformers in Video-to-Text Translation0
Relational Graph Learning for Grounded Video Description Generation0
An Efficient Keyframes Selection Based Framework for Video Captioning0
NarrationBot and InfoBot: A Hybrid System for Automated Video Description0
Visual-aware Attention Dual-stream Decoder for Video Captioning0
Boosting Video Captioning with Dynamic Loss Network0
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