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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
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
FunQA: Towards Surprising Video ComprehensionCode1
MSVD-Indonesian: A Benchmark for Multimodal Video-Text Tasks in IndonesianCode0
Edit As You Wish: Video Caption Editing with Multi-grained User ControlCode0
Fine-grained Audible Video DescriptionCode1
Thinking Hallucination for Video CaptioningCode1
What's in a Caption? Dataset-Specific Linguistic Diversity and Its Effect on Visual Description Models and MetricsCode1
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
Efficient data-driven encoding of scene motion using Eccentricity0
The Role of the Input in Natural Language Video Description0
Unbox the Blackbox: Predict and Interpret YouTube Viewership Using Deep Learning0
MSVD-Turkish: A Comprehensive Multimodal Dataset for Integrated Vision and Language Research in Turkish0
A Comprehensive Review on Recent Methods and Challenges of Video Description0
Identity-Aware Multi-Sentence Video DescriptionCode1
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