NDLI: Face recognition and clustering for home photos

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

Ambient Wall: Smart Wall Display interface which can be controlled by simple gesture for smart home

Stretchable cartoon editing for skeletal captured animations

Video-based toon character from surface performance capture

Towards hairstyle reconstruction using thermal imaging

Beady: interactive beadwork design and construction

A hybrid object/image space approach for efficient and robust line drawings

Fast global illumination baking via ray-bundles

Fast multiresolution terrain rendering with symmetric cluster sets

Fractal strokes

Scalable motion-aware panoramic videos

Tangible images

Interactive climbing route design using a simulated virtual climber

Free fall motion synthesis

Screen space animation of fire

Enabling on-set stereoscopic MR-based previsualization for 3D filmmaking

Parallel and accurate Poisson disk sampling on arbitrary surfaces

A parallel constraint solver for a rigid body simulation

Efficient search of lightcuts by spatial clustering

Non-local image reconstruction for efficient BTF synthesis

3D animation education in the US and Japan: different environments, similar issues

A system for editing sky images using an image database

Effective despeckling of HDR images

A sketch-based interface to script comics reading

Extinction transmittance maps

Spline motion transitions in linear subspaces

A practical visualization strategy for large-scale supernovae CFD simulations

Heterogeneous particle-based simulation

Constant-time O(1) all pairs geodesic distance query on triangle meshes

Bidirectional light transport with vertex merging

A space-efficient and hardware-friendly implementation of Ptex

Interactive procedural modeling of pebble mosaics

Face recognition and clustering for home photos

Interactive 2D and volume image segmentation using level sets of probabilities

VolVision: high-speed capture in unconstrained camera motion

Distribution-aware image color transfer

Efficient calculation method of spherical signed distance function for real-time rendering of dynamic scenes

Hardware instancing for real-time realistic forest rendering

Fast and automatic 3D full head synthesis using iPhone

Automatic generation of 3-D building models by straight skeleton

Capturing shape and reflectance of food

Flexible texture compression using bounded integer sequence encoding

Synthesizing rope patterns of Jomon ware in a virtual space

Stereoscopic 3D experience optimization using cropping and warping

Translucent material transfer based on single images

Face recognition and clustering for home photos

Content Provider	ACM Digital Library
Author	Chang, Huang-Ming Yeh, Che-Hua Shih, Pei-Ruu Liu, Kuan-Ting Ouhyoung, Ming
Abstract	In this work, we focus on clustering faces in home photos by face recognition technologies. We propose two methods to improve the approach based on a well-known algorithm, local binary patterns. The adoption of the partial matching metric improves the recognition accuracy under face pose variations, while the adoption of the Gabor filter improves the accuracy under noises and various illuminations. We evaluate our methods on two home photo sets. In both evaluations, the results show that our methods improve the performance in accuracy. Compared to baseline LBP methods, in both evaluations, the results show that our methods improve the performance in accuracy from 90.4% to 99.5% and from 94.7% to 99.6% in two home-photo data sets respectively. Even compared to Google Picasa, the number of clusters where there is only one photo (thus can not be merged with other clusters, also means not good), our methods show that the number of "single" clusters reduced by half can be achieved. Our experience also shows that GPU speedup for Gabor filter can reach 140 times, and the overall system plus clustering can thus have 10 times speedup for face recognition.
Starting Page	1
Ending Page	2
Page Count	2
File Format	PDF
ISBN	9781450311380
DOI	10.1145/2077378.2077427
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2011-12-12
Publisher Place	New York
Access Restriction	Subscribed
Content Type	Text
Resource Type	Article

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

A comparison of three methods of face recognition for home photos

Clustering Consumer Photos Based on Face Recognition

Face annotation for personal photos using context-assisted face recognition

Leveraging face recognition technology to find and organize photos

Visual language model for face clustering in consumer photos

slab: smart labeling of family photos through an interactive interface

Beyond face: Improving person clustering in consumer photos by exploring contextual information

Using context information and local feature points in face clustering for consumer photos

Efficient tool for face detection and face recognition in color group photos

Face recognition and clustering for home photos

Similar Documents

A comparison of three methods of face recognition for home photos

Clustering Consumer Photos Based on Face Recognition

Face annotation for personal photos using context-assisted face recognition

Leveraging face recognition technology to find and organize photos

Visual language model for face clustering in consumer photos

slab: smart labeling of family photos through an interactive interface

Beyond face: Improving person clustering in consumer photos by exploring contextual information

Using context information and local feature points in face clustering for consumer photos

Efficient tool for face detection and face recognition in color group photos

Face recognition and clustering for home photos