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Motion Estimation

45 papers with code · Computer Vision

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Self-Supervised Linear Motion Deblurring

10 Feb 2020ethliup/SelfDeblur

Motion blurry images challenge many computer vision algorithms, e. g, feature detection, motion estimation, or object recognition.

DEBLURRING MOTION ESTIMATION OBJECT RECOGNITION OPTICAL FLOW ESTIMATION

30
10 Feb 2020

Joint Forward-Backward Visual Odometry for Stereo Cameras

21 Dec 2019raghavsardana/raghavsardana.github.io

Visual odometry is a widely used technique in the field of robotics and automation to keep a track on the location of a robot using visual cues alone.

MOTION ESTIMATION POSE ESTIMATION VISUAL ODOMETRY

0
21 Dec 2019

Deep motion estimation for parallel inter-frame prediction in video compression

11 Dec 2019adnortje/deepvideo

Standard video codecs rely on optical flow to guide inter-frame prediction: pixels from reference frames are moved via motion vectors to predict target video frames.

MOTION ESTIMATION OPTICAL FLOW ESTIMATION VIDEO COMPRESSION

8
11 Dec 2019

Self-Supervised 3D Keypoint Learning for Ego-motion Estimation

7 Dec 2019TRI-ML/KP3D

Generating reliable illumination and viewpoint invariant keypoints is critical for feature-based SLAM and SfM.

KEYPOINT DETECTION MOTION ESTIMATION VISUAL ODOMETRY

77
07 Dec 2019

AlignNet-3D: Fast Point Cloud Registration of Partially Observed Objects

10 Oct 2019grossjohannes/AlignNet-3D

In this work, we focus on precise 3D track state estimation and propose a learning-based approach for object-centric relative motion estimation of partially observed objects.

3D POSE ESTIMATION MOTION ESTIMATION MULTI-OBJECT TRACKING POINT CLOUD REGISTRATION

27
10 Oct 2019

Progressive Fusion Video Super-Resolution Network via Exploiting Non-Local Spatio-Temporal Correlations

ICCV 2019 psychopa4/PFNL

Most previous fusion strategies either fail to fully utilize temporal information or cost too much time, and how to effectively fuse temporal information from consecutive frames plays an important role in video super-resolution (SR).

MOTION COMPENSATION MOTION ESTIMATION VIDEO SUPER-RESOLUTION

62
01 Oct 2019

X-ray and Visible Spectra Circular Motion Images Dataset

30 Sep 2019Visillect/xvcm-dataset

We present the collections of images of the same rotating plastic object made in X-ray and visible spectra.

MOTION ESTIMATION

0
30 Sep 2019

Real Time Visual Tracking using Spatial-Aware Temporal Aggregation Network

2 Aug 2019ecart18/SATA

Our tracker achieves leading performance in OTB2013, OTB2015, VOT2015, VOT2016 and LaSOT, and operates at a real-time speed of 26 FPS, which indicates our method is effective and practical.

MOTION ESTIMATION REAL-TIME VISUAL TRACKING

11
02 Aug 2019

Attribute-Driven Spontaneous Motion in Unpaired Image Translation

ICCV 2019 mikirui/ADSPM

Current image translation methods, albeit effective to produce high-quality results in various applications, still do not consider much geometric transform.

MOTION ESTIMATION

15
02 Jul 2019

FastDVDnet: Towards Real-Time Video Denoising Without Explicit Motion Estimation

1 Jul 2019m-tassano/fastdvdnet

In this paper, we propose a state-of-the-art video denoising algorithm based on a convolutional neural network architecture.

DENOISING MOTION COMPENSATION MOTION ESTIMATION VIDEO DENOISING

54
01 Jul 2019