Video Understanding

A crucial task of Video Understanding is to recognise and localise (in space and time) different actions or events appearing in the video.

Source: Action Detection from a Robot-Car Perspective

Papers

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Showing 1026–1050 of 1149 papers

Title	Date	Tasks	Status	Hype
Mimic The Raw Domain: Accelerating Action Recognition in the Compressed Domain	Nov 19, 2019	Action RecognitionVideo Recognition	—Unverified	0
Cross-Class Relevance Learning for Temporal Concept Localization	Nov 19, 2019	Feature EngineeringVideo Understanding	—Unverified	0
Multi-attention Networks for Temporal Localization of Video-level Labels	Nov 15, 2019	Action RecognitionTemporal Action Localization	CodeCode Available	0
Multi-Moments in Time: Learning and Interpreting Models for Multi-Action Video Understanding	Nov 1, 2019	Action DetectionAction Recognition	CodeCode Available	0
Comprehensive Video Understanding: Video summarization with content-based video recommender design	Oct 30, 2019	Action RecognitionData Augmentation	—Unverified	0
MOD: A Deep Mixture Model with Online Knowledge Distillation for Large Scale Video Temporal Concept Localization	Oct 27, 2019	Knowledge DistillationVideo Understanding	CodeCode Available	0
KnowIT VQA: Answering Knowledge-Based Questions about Videos	Oct 23, 2019	Question AnsweringVideo Question Answering	—Unverified	0
AFO-TAD: Anchor-free One-Stage Detector for Temporal Action Detection	Oct 18, 2019	Action Detectionobject-detection	—Unverified	0
Tiny Video Networks	Oct 15, 2019	CPUGPU	CodeCode Available	0
OmniTrack: Real-time detection and tracking of objects, text and logos in video	Oct 14, 2019	GPUobject-detection	—Unverified	0
CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning	Oct 10, 2019	DiagnosticObject	CodeCode Available	1
ViP: Video Platform for PyTorch	Oct 7, 2019	BenchmarkingVideo Understanding	CodeCode Available	0
A SPIKING SEQUENTIAL MODEL: RECURRENT LEAKY INTEGRATE-AND-FIRE	Sep 25, 2019	Text SummarizationVideo Understanding	—Unverified	0
Question Answering is a Format; When is it Useful?	Sep 25, 2019	Machine TranslationQuestion Answering	—Unverified	0
Zero-Shot Action Recognition in Videos: A Survey	Sep 13, 2019	Action RecognitionAction Recognition In Still Images	—Unverified	0
Gaussian Temporal Awareness Networks for Action Localization	Sep 9, 2019	Action Localizationobject-detection	CodeCode Available	0
Only Time Can Tell: Discovering Temporal Data for Temporal Modeling	Jul 19, 2019	BenchmarkingMotion Estimation	—Unverified	0
Localizing Unseen Activities in Video via Image Query	Jun 28, 2019	Action LocalizationVideo Understanding	—Unverified	0
UniDual: A Unified Model for Image and Video Understanding	Jun 10, 2019	Multi-Task LearningVideo Understanding	—Unverified	0
Hierarchical Video Frame Sequence Representation with Deep Convolutional Graph Network	Jun 2, 2019	General ClassificationGraph Neural Network	—Unverified	0
Creative Flow+ Dataset	Jun 1, 2019	3D Character Animation From A Single PhotoDepth Estimation	CodeCode Available	0
Audio Caption in a Car Setting with a Sentence-Level Loss	May 31, 2019	Audio captioningDecoder	CodeCode Available	0
AssembleNet: Searching for Multi-Stream Neural Connectivity in Video Architectures	May 30, 2019	Action ClassificationAction Recognition	CodeCode Available	0
Exploring Temporal Information for Improved Video Understanding	May 25, 2019	Action RecognitionOptical Flow Estimation	CodeCode Available	0
Lightweight Network Architecture for Real-Time Action Recognition	May 21, 2019	Action RecognitionCPU	CodeCode Available	1

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