NDLI: Coupling eye-motion and ego-motion features for first-person activity recognition

Please wait, while we are loading the content...

2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

2014 IEEE Conference on Computer Vision and Pattern Recognition Workshops

2013 IEEE Conference on Computer Vision and Pattern Recognition Workshops

2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops

Single-view obstacle detection for smart back-up camera systems

High-speed line-scan camera with multi-line CMOS color sensor

Stereo Vision embedded system for Augmented Reality

Feature detection and matching on an SIMD/MIMD hybrid embedded processor

Head-tracking virtual 3-D display for mobile devices

Spatiotemporal multiple persons tracking using Dynamic Vision Sensor

SURF cascade face detection acceleration on Sandy Bridge processor

Real-time body motion analysis for dance pattern recognition

Embedded smart sensor for outdoor parking lot lighting control

Embedded fall detection with a neural network and bio-inspired stereo vision

A GPU accelerated Fast Directional Chamfer Matching algorithm and a detailed comparison with a highly optimized CPU implementation

Event-driven embodied system for feature extraction and object recognition in robotic applications

A CPU-GPU hybrid people counting system for real-world airport scenarios using arbitrary oblique view cameras

The challenge of putting vision algorithms into a car

Keystone correction for stereoscopic cinematography

Perceptual based stereoscopic content analysis using salient information, dense disparity maps, and modified random walk framework

2D-to-3D image conversion by learning depth from examples

The measurement of eyestrain caused from diverse binocular disparities, viewing time and display sizes in watching stereoscopic 3D content

Calibration for high-definition camera rigs with marker chessboard

Capture considerations for multiview panoramic cameras

3D display size matters: Compensating for the perceptual effects of S3D display scaling

Online facade reconstruction from dominant frequencies in structured point clouds

Road network extraction from airborne LiDAR data using scene context

Detection of windows in point clouds of urban scenes

Shape matching of repeatable interest segments in 3D point clouds

Automatic registration of mobile LiDAR and spherical panoramas

Point cloud matching based on 3D self-similarity

Simultaneous image segmentation and 3D plane fitting for RGB-D sensors — An iterative framework

3D landmark model discovery from a registered set of organic shapes

Filling large holes in LiDAR data by inpainting depth gradients

Similarity based filtering of point clouds

PCL and ParaView — Connecting the dots

Changedetection.net: A new change detection benchmark dataset

Evaluation report of integrated background modeling based on spatio-temporal features

Learning a background model for change detection

The SOBS algorithm: What are the limits?

Improving foreground segmentations with probabilistic superpixel Markov random fields

Background subtraction: Experiments and improvements for ViBe

Background segmentation with feedback: The Pixel-Based Adaptive Segmenter

Probabilistic tensor voting for robust perceptual grouping

On evaluating methods for recovering image curve fragments

PartBook for image parsing

Nonparametric discovery of activity patterns from video collections

A grammar for hierarchical object descriptions in logic programs

The differential geometry of shape from shading: Biology reveals curvature structure

To complete or not to complete: Gap completion in real images

Gamesourcing to acquire labeled human pose estimation data

G3D: A gaming action dataset and real time action recognition evaluation framework

Computer vision based assessment of hand-eye coordination in young gamers: A baseline approach

Reinforcement learning based visual attention with application to face detection

ChaLearn gesture challenge: Design and first results

One shot learning gesture recognition from RGBD images

A least squares regression framework on manifolds and its application to gesture recognition

Magic Mirror: A virtual handbag shopping system

Gaze estimation from multimodal Kinect data

Randomized decision forests for static and dynamic hand shape classification

Real-time gesture recognition using bio inspired 3D vision sensor

A temporal Bayesian model for classifying, detecting and localizing activities in video sequences

Exploring human visual system: Study to aid the development of automatic facial expression recognition framework

Enhanced continuous sign language recognition using PCA and neural network features

Coupling eye-motion and ego-motion features for first-person activity recognition

Wearable omnidirectional vision system for personal localization and guidance

Consistency analysis and improvement for single-camera localization

Adaptive object tracking by learning background context

Shading illusion: A novel way for 3-D representation on paper media

Gradient domain color restoration of clipped highlights

A low-power structured light sensor for outdoor scene reconstruction and dominant material identification

Single lens off-chip cellphone microscopy

Active 3D shape acquisition using smartphones

Making any planar surface into a touch-sensitive display by a mere projector and camera

ARmy: A study of multi-user interaction in spatially augmented games

Manifold-based fingerprinting for target identification

Object browsing and searching in a camera network using graph models

Detecting and tracking all moving objects in wide-area aerial video

2D and 3D visualization with dual-resolution for surveillance

Re-identify people in wide area camera network

Tracking many vehicles in wide area aerial surveillance

Pixel-wise motion detection in persistent aerial video surveillance

Using scene features to improve wide-area video surveillance

Resource-aware configuration in smart camera networks

Data insufficiency in sketch versus photo face recognition

Preliminary studies on the Good, the Bad, and the Ugly face recognition challenge problem

A passive stereo system for 3D human face reconstruction and recognition at a distance

Restoring occluded regions using FW-PCA for face recognition

Face detection at a distance using saliency maps

Face verification using sparse representations

Analysis of template aging in iris biometrics

Effects of dominance and laterality on iris recognition

Iris recognition using quaternionic sparse orientation code (QSOC)

Biometric match score fusion using RVM: A case study in multi-unit iris recognition

Fingerprint indexing based on local arrangements of minutiae neighborhoods

Cascaded filtering for fingerprint identification using random projections

Ground truth and evaluation for latent fingerprint matching

“Has this person been encountered before?”: Modeling an anonymous identification system

PRIVV: Private remote iris-authentication with Vaulted Verification

Vulnerabilities in binary face template

Utilization of matching score vector similarity measures in biometric systems

Keystroke dynamics for user authentication

Analysis of user-specific score characteristics for spoof biometric attacks

Soft biometric trait classification from real-world face videos conditioned on head pose estimation

Lip-motion events analysis and lip segmentation using optical flow

Features and fusion for expression recognition — A comparative analysis

An online HDP-HMM for joint action segmentation and classification in motion capture data

Sequence of the Most Informative Joints (SMIJ): A new representation for human skeletal action recognition

EigenJoints-based action recognition using Naïve-Bayes-Nearest-Neighbor

View invariant human action recognition using histograms of 3D joints

Two-person interaction detection using body-pose features and multiple instance learning

Human pose tracking by parametric annealing

Head pose estimation on depth data based on Particle Swarm Optimization

Scene flow by tracking in intensity and depth data

3D skeletal reconstruction from low-resolution multi-view images

Fast quality-guided phase unwrapping algorithm for 3D profilometry based on object image edge detection

Object localization in medical images based on graphical model with contrast and interest-region terms

Color-based hybrid reconstruction for endoscopy

Randomness and sparsity induced codebook learning with application to cancer image classification

Segmentation and removal of pulmonary arteries, veins and left atrial appendage for visualizing coronary and bypass arteries

Automatic detection of liver lesion from 3D computed tomography images

Learning features on robotic surgical tools

Atlas-based segmentation of brain magnetic resonance imaging using random walks

Fast and accurate global geodesic registrations using knee MRI from the Osteoarthritis Initiative

Fully automated 3D colon segmentation for early detection of colorectal cancer based on convex formulation of the active contour model

Realistic 3D reconstruction of the human teeth using shape from shading with shape priors

Combining Laplacian eigenmaps and vesselness filters for vessel segmentation in X-ray angiography

Multiple kernel learning based modality classification for medical images

Temporally consistent diffeomorphic motion estimation with mutual information: Application to echocardiographic sequences

Multi-video browsing and summarization

Video object proposals

Automatic collection of Web video shots corresponding to specific actions using Web images

A content-based video copy detection method with randomly projected binary features

Learning codebook weights for action detection

Spatio-temporal enhanced sparse feature selection for video saliency estimation

A consumer video search system by audio-visual concept classification

Beyond Mahalanobis distance: Learning second-order discriminant function for people verification

Recovering spectral reflectance under commonly available lighting conditions

Geometry-corrected light field rendering for creating a holographic stereogram

Capturing relightable images using computer monitors

Light field denoising, light field superresolution and stereo camera based refocussing using a GMM light field patch prior

A kaleidoscopic approach to surround geometry and reflectance acquisition

Violent flows: Real-time detection of violent crowd behavior

Parameterizing interpersonal behaviour with Laban movement analysis — A Bayesian approach

A dynamic curvature based approach for facial activity analysis in 3D space

Understanding dyadic interactions applying proxemic theory on videosurveillance trajectories

Urban tribes: Analyzing group photos from a social perspective

CVPR 2011 WORKSHOPS

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops

2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops

2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops

2006 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'06)

2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Workshops

2004 Conference on Computer Vision and Pattern Recognition Workshop

2003 Conference on Computer Vision and Pattern Recognition Workshop

1994 Proceedings of IEEE Conference on Computer Vision and Pattern Recognition

Coupling eye-motion and ego-motion features for first-person activity recognition

Content Provider	IEEE Xplore Digital Library
Author	Ogaki, K. Kitani, K.M. Sugano, Y. Sato, Y.
Copyright Year	2012
Description	Author affiliation: Carnegie Mellon University, Pittuburgh, USA (Kitani, K.M.) \|\| The University of Tokyo, Tokyo, Japan (Ogaki, K.; Sugano, Y.; Sato, Y.)
Abstract	We focus on the use of first-person eye movement and ego-motion as a means of understanding and recognizing indoor activities from an “inside-out” camera system. We show that when eye movement captured by an inside looking camera is used in tandem with ego-motion features extracted from an outside looking camera, the classification accuracy of first-person actions can be improved. We also present a dataset of over two hours of realistic indoor desktop actions, including both eye tracking information and a high quality outside camera video. We run experiments and show that our joint feature is effective and robust over multiple users.
Starting Page	1
Ending Page	7
File Size	242111
Page Count	7
File Format	PDF
ISBN	9781467316118
ISSN	21607508
e-ISBN	9781467316125
e-ISBN	9781467316101
DOI	10.1109/CVPRW.2012.6239188
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-06-16
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Support vector machines Histograms Visualization Quantization Cameras Feature extraction Joints
Content Type	Text
Resource Type	Article

Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302

See location in the Map
03222 282435
Mail: support@ndl.gov.in

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in