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Motion Capture

31 papers with code · Computer Vision

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Generative Choreography using Deep Learning

23 May 2016jsn5/dancenet

Recent advances in deep learning have enabled the extraction of high-level features from raw sensor data which has opened up new possibilities in many different fields, including computer generated choreography.

MOTION CAPTURE

Neural Relational Inference for Interacting Systems

ICML 2018 ethanfetaya/nri

Interacting systems are prevalent in nature, from dynamical systems in physics to complex societal dynamics.

MOTION CAPTURE

Learning from Synthetic Humans

CVPR 2017 gulvarol/surreal

In this work we present SURREAL (Synthetic hUmans foR REAL tasks): a new large-scale dataset with synthetically-generated but realistic images of people rendered from 3D sequences of human motion capture data.

HUMAN PART SEGMENTATION MOTION CAPTURE POSE ESTIMATION

The Blackbird Dataset: A large-scale dataset for UAV perception in aggressive flight

3 Oct 2018mit-fast/FlightGoggles

The Blackbird unmanned aerial vehicle (UAV) dataset is a large-scale, aggressive indoor flight dataset collected using a custom-built quadrotor platform for use in evaluation of agile perception. Inspired by the potential of future high-speed fully-autonomous drone racing, the Blackbird dataset contains over 10 hours of flight data from 168 flights over 17 flight trajectories and 5 environments at velocities up to $7. 0ms^-1$.

MOTION CAPTURE

The TUM VI Benchmark for Evaluating Visual-Inertial Odometry

17 Apr 2018VladyslavUsenko/basalt-mirror

For trajectory evaluation, we also provide accurate pose ground truth from a motion capture system at high frequency (120 Hz) at the start and end of the sequences which we accurately aligned with the camera and IMU measurements.

CALIBRATION MOTION CAPTURE VISUAL ODOMETRY

Learning Human Optical Flow

14 Jun 2018anuragranj/humanflow

Given this, we devise an optical flow algorithm specifically for human motion and show that it is superior to generic flow methods.

MOTION CAPTURE OPTICAL FLOW ESTIMATION

The Event-Camera Dataset and Simulator: Event-based Data for Pose Estimation, Visual Odometry, and SLAM

26 Oct 2016uzh-rpg/rpg_davis_simulator

New vision sensors, such as the Dynamic and Active-pixel Vision sensor (DAVIS), incorporate a conventional global-shutter camera and an event-based sensor in the same pixel array.

MOTION CAPTURE MOTION ESTIMATION POSE ESTIMATION VISUAL ODOMETRY

Multi-Modal Emotion recognition on IEMOCAP Dataset using Deep Learning

16 Apr 2018Samarth-Tripathi/IEMOCAP-Emotion-Detection

Emotion recognition has become an important field of research in Human Computer Interactions as we improve upon the techniques for modelling the various aspects of behaviour.

MOTION CAPTURE MULTIMODAL EMOTION RECOGNITION