Browse > Computer Vision > Activity Recognition > Egocentric Activity Recognition

Egocentric Activity Recognition

7 papers with code · Computer Vision

Leaderboards

Greatest papers with code

Large-scale weakly-supervised pre-training for video action recognition

CVPR 2019 microsoft/computervision-recipes

Second, frame-based models perform quite well on action recognition; is pre-training for good image features sufficient or is pre-training for spatio-temporal features valuable for optimal transfer learning?

ACTION CLASSIFICATION ACTION RECOGNITION IN VIDEOS ACTIVITY RECOGNITION IN VIDEOS EGOCENTRIC ACTIVITY RECOGNITION TRANSFER LEARNING

First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations

CVPR 2018 guiggh/hand_pose_action

Our dataset and experiments can be of interest to communities of 3D hand pose estimation, 6D object pose, and robotics as well as action recognition.

EGOCENTRIC ACTIVITY RECOGNITION HAND GESTURE RECOGNITION HAND POSE ESTIMATION TEMPORAL ACTION LOCALIZATION

EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition

ICCV 2019 ekazakos/temporal-binding-network

We focus on multi-modal fusion for egocentric action recognition, and propose a novel architecture for multi-modal temporal-binding, i. e. the combination of modalities within a range of temporal offsets.

EGOCENTRIC ACTIVITY RECOGNITION

Attention is All We Need: Nailing Down Object-centric Attention for Egocentric Activity Recognition

31 Jul 2018swathikirans/ego-rnn

Our model is built on the observation that egocentric activities are highly characterized by the objects and their locations in the video.

EGOCENTRIC ACTIVITY RECOGNITION HAND SEGMENTATION

A Correlation Based Feature Representation for First-Person Activity Recognition

15 Nov 2017rkahani/FirstPersonActivityRecognition

The per-frame (per-segment) extracted features are considered as a set of time series, and inter and intra-time series relations are employed to represent the video descriptors.

EGOCENTRIC ACTIVITY RECOGNITION TIME SERIES