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Segmentation based coding of human face images for retrieval

Ömer Nezih Gerek, Hatice Çınar
2004 Signal Processing  
Furthermore, separate encoding of face segments enables us to achieve speed improvements for a face image retrieval system.  ...  A coding method for face images by segmenting face regions such as eyes, mouth, etc. is introduced.  ...  Introduction Human face images constitute an important digital archive topic, and coding and retrieval of such images are well studied since 1970s [1] .  ... 
doi:10.1016/j.sigpro.2004.03.007 fatcat:kiituwi6czh57eqrmumlbpin5u

Multi Model based Biometric Image Retrieval for Enhancing Security

D. Binu, P. Malathi
2016 Indian Journal of Science and Technology  
In our proposed methodology, weighted attributes sparse code words indexing is proposed for face image retrieval where the attribute scores are selected optimally by using the BAT algorithm and a Novel  ...  hierarchical Indexing approach is proposed for Palm Print Image Retrieval.  ...  In this work, 70 human attributes are considered for indexing the face images.  ... 
doi:10.17485/ijst/2015/v8i35/81011 fatcat:3ula2kiuuva5hidpxflosgo3q4

Image Retrieval using Sparse Codewords with Cryptography for Enhanced Security

Munmun N. Bhagat, Prof. B. B. Gite
2014 IOSR Journal of Computer Engineering  
In this work, semantic codewords for face retrieval are constructed by using semantic cues of the face image to improve content based face image retrieval.  ...  In this paper, automatically detected human attributes are used to enhance the performance of content based face image retrieval.  ...  Though human attributes are very useful for operations related to face image but it is not the case with content based face image retrieval task.  ... 
doi:10.9790/0661-16252226 fatcat:3dbxk4jpqff33bl5hl4nfkc3du


Sangavi Vp, B Saleena
2017 Asian Journal of Pharmaceutical and Clinical Research  
The input image is segmented. The segments are annotated based on its properties like color, shapes in it. The segment annotations are collected and processed to get the overall meaning of the image.  ...  Image analysis is the process which involves extraction of meaningful information from images.Image annotation is the process of adding metadata to the image.  ...  ACKNOWLEDGMENT I would like to thank the management of VIT University for giving us an opportunity to work on our idea and to develop it. I am thankful to Dr. B.  ... 
doi:10.22159/ajpcr.2017.v10s1.19534 fatcat:2fv6sq252bexfe6ntxs3edut4a

Face Image Retrieval of Efficient Sparse Code words and Multiple Attribute in Binning Image

Suchitra S
2017 Brazilian Archives of Biology and Technology  
Advancements in face recognition make easier for identity matching of an individual with attributes.  ...  The offline and online procedures in face image binning techniques apply with sparse code.  ...  In addition, for multiple attributes, we divide the sparse representation into multiple segments based on the number of attributes, and each segment of sparse representation generates a single attribute  ... 
doi:10.1590/1678-4324-2017160480 fatcat:s3kqazz4sva2lo6ce2drf6aigq

Learning for 3D understanding

Yue Gao, Rongrong Ji, Wei Liu, Qionghai Dai
2015 Neurocomputing  
The paper "Graph-Based Learning for Segmentation of 3D Ultrasound Images" focuses on the segmentation method to extract objects of interest from 3D ultrasound images and the paper "Automatic Stereoscopic  ...  The paper "Locality-constrained Sparse Patch Coding for 3D Shape Retrieval" proposes to employ low-level patches of 3D shapes, similar to the superpixels of images, for 3D object retrieval.  ... 
doi:10.1016/j.neucom.2014.10.052 fatcat:tg6ne6pdwrdrlc3np2k2lik4va

Content-Based Video Retrieval in Historical Collections of the German Broadcasting Archive [chapter]

Markus Mühling, Manja Meister, Nikolaus Korfhage, Jörg Wehling, Angelika Hörth, Ralph Ewerth, Bernd Freisleben
2016 Lecture Notes in Computer Science  
In this paper, we present an automatic video analysis and retrieval system for searching in historical collections of GDR television recordings.  ...  It consists of video analysis algorithms for shot boundary detection, concept classification, person recognition, text recognition and similarity search.  ...  Lin, K., Yang, H.f., Hsiao, J.h., Chen, C.s.: Deep Learning of Binary Hash Codes for Fast Image Retrieval.  ... 
doi:10.1007/978-3-319-43997-6_6 fatcat:3v5tz7pju5bedpnsp23ar4rr5q

Multi-Query Content Based Image Retrieval System using Local Binary Patterns

Simily Joseph, Kannan Balakrishnan
2011 International Journal of Computer Applications  
The proposed system is used for retrieving similar human face expressions. The use of multiple queries reduces the semantic gap between low level visual features and high level user expectation.  ...  Content Based Image Retrieval systems open new research areas in Computer Vision due to the high demand of image searching methods.  ...  A CBIR system for human face is developed in [21] . The background feature of the image is used for retrieving similar faces. No Multi Query CBIR system for face database is reported yet.  ... 
doi:10.5120/2235-2857 fatcat:rl2tmwpa7vekpblqkqy2zqoll4

State of the Art: A Summary of Semantic Image and Video Retrieval Techniques

S. Suguna, C. Ranjith Kumar, D. Sheela Jeyarani
2015 Indian Journal of Science and Technology  
This paper gives a review of existed combinational methods, algorithms and techniques. The image retrieval was obtained from multiple lower ranking methods.  ...  Our paper comprises of almost maximum used state of the art techniques in video retrieval as a brief summary.  ...  Search based Face Annotation The Search Based Face Annotation (SBFA) scheme is introduced for mining weakly labeled facial images. At present, in social sites the users upload the human face images.  ... 
doi:10.17485/ijst/2015/v8i35/77061 fatcat:2htopyojqjd7bkjt6mx66cf24i

A Survey of Major Techniques of Clothing in Vision

Dongyan Huang
2015 Journal of Fiber Bioengineering and Informatics  
Firstly, we provide an overview of the techniques for clothing segmentation and clothing recognition. Then, we introduce and analyze the representative works on clothing retrieval.  ...  In this paper, we introduce the latest remarkable works of clothing in vision area, including clothing segmentation, clothing recognition and clothing retrieval.  ...  [15] focused on clothing image retrieval using content-based filtering techniques. They proposed a sparse-coding based clothing image retrieval method.  ... 
doi:10.3993/jfbim00175 fatcat:7zuixkdmijbsxishsqbhh7pubu

Proceedings 2002 IEEE International Conference on Multimedia and Expo (Cat. No.02TH8604)

2002 Proceedings IEEE International Conference on Multimedia and Expo ICME-02  
WedAmOR7: Vision-Based Human Machine Interface PDH: A Human-Centric Interface for Image Libraries .........................  ...  Compression of Faces in Video Sequences for Multimedia Applications ........................... Hidden Markov Tree Based Transient Estimation for Audio Coding ..............  ... 
doi:10.1109/icme.2002.1035702 fatcat:jb3mabatenfk7nesrtow7v43am

Scalable Face Image Retrieval Using Attribute-Enhanced Sparse Codewords

Bor-Chun Chen, Yan-Ying Chen, Yin-Hsi Kuo, Winston H. Hsu
2013 IEEE transactions on multimedia  
Index Terms-Content-based image retrieval, face image, human attributes.  ...  Thus, with the exponentially growing photos, large-scale content-based face image retrieval is an enabling technology for many emerging applications.  ...  for content-based face image retrieval.  ... 
doi:10.1109/tmm.2013.2242460 fatcat:b7qhfd2hbjeulalkpvc3ntxlcu

Facial Image Indexing in Multimedia Databases

N. Tsapatsoulis, Y. Avrithis, S. Kollias
2001 Pattern Analysis and Applications  
Pictures and video sequences showing human faces are of high importance in content-based retrieval systems, and consequently face detection has been established as an important tool in the framework of  ...  Facial images and video sequences are indexed according to the number of included faces, their average colour components and their scale, leading to new types of content-based retrieval criteria in query-byexample  ...  The authors would like to thank Dr Michael Jones for giving us permission to use the image database of the Compaq Cambridge Research Lab.  ... 
doi:10.1007/pl00014577 fatcat:bswgeiss6nhctiqlhaagw7aive

Author Index

2010 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition  
GrabCut Human Segmentation for Face and Pose Recovery Hernandez, John A.  ...  Scenes Shape-based Similarity Retrieval of Doppler Images for Clinical Decision Support Türetken, Engin Delineating Trees in Noisy 2D Images and 3D Image-Stacks Turk, Matthew Workshop: Location-based  ... 
doi:10.1109/cvpr.2010.5539913 fatcat:y6m5knstrzfyfin6jzusc42p54

Large-Scale Face Image Retrieval: A Wyner-Ziv Coding Approach [chapter]

Jean-Paul Kouma, Haibo Li
2011 New Approaches to Characterization and Recognition of Faces  
For largescale face image retrieval the efficiency of face identification is a key issue. In this paper we focus on the efficiency aspects of face identification.  ...  A highly efficient image retrieval technology is needed. Indexing technology based on tree structures has been widely used in commercial search engines.  ...  To develop a distributed coding scheme based on LDPC codes to compress face signature images Image retrieval as a Wyner-Ziv coding problem In the 1970s Slepian and Wolf had already proved that efficient  ... 
doi:10.5772/17615 fatcat:vr6ervnw3ncyplw72b4hlsdpty
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