Content-Based Image Retrieval:

Survey Papers:

¡P ¡§Image Retrieval: Current Techniques, Promising Directions, and Open Issues¡¨

Yong Rui , Thomas S. Huang , Shih-Fu Chang

Journal of Visual Communication and Image Representation 10, 39¡V62 (1999)

¡P ¡§Techniques and systems for image and video retrieval¡¨

Aslandogan, Y.A.; Yu, C.T.

IEEE Transactions on Knowledge and Data Engineering, Vol: 11 1 , Jan.-Feb. 1999.

¡P ¡§A survey on content-based retrieval for multimedia databases¡¨

Yoshitaka, A.; Ichikawa, T.

IEEE Transactions on Knowledge and Data Engineering, Vol: 11 1 , Jan.-Feb. 1999.

¡P ¡§Content based image retrieval systems¡¨

Zachary, J.M., Jr.; Iyengar, S.S.

Application-Specific Systems and Software Engineering and Technology, 1999. ASSET '99.

System Overview:

¡P QBIC:

¡§Query by Image and Video Content: The QBIC System¡¨

M. Filickner, Harpreet Sawhney, Wayne Niblack, Jonathan Ashley, W. Huang, Byron Dom, Monika Gorkani, Jim Hafine, Denis Lee, Draguti Petkovic, David Steele, and Peter Yanker.

IEEE Computer, 1995.

¡P Netra:

¡§Netra: A toolbox for navigating large image databases¡¨ (1), (2)

W. Y. Ma and B. S. Manjunath.

In Proc. IEEE Int. Conf. On Image Processing, 1997.

¡P VisualSEEk:

¡§VisualSEEk: a fully automated content-based image query system¡¨

John R. Smith and Shih-Fu Chang.

ACM Multimedia 96.

¡P MARS:

¡§Supporting Similarity Queries in MARS¡¨

Michael Ortega, Yong Rui, Kaushik Chakrabarti, Sharad Mehrotra, and Thomas S. Huang.

ACM Multimedia 97.

¡P PicToSeek:

¡§PicToSeek: combining color and shape invariant features for image retrieval¡¨

Gevers, T. and Smeulders, A.W.M.
IEEE Transactions on Image Processing,Volume: 9 1 , Jan. 2000 , Page(s): 102 -119

¡P PicHunter:

¡§The Bayesian image retrieval system, PicHunter: theory, implementation, and psychophysical experiments¡¨

Cox, I.J.; Miller, M.L.; Minka, T.P.; Papathomas, T.V.; Yianilos, P.N.

IEEE Transactions on Image Processing, Volume: 9 1 , Jan. 2000 , Page(s): 20 -37

Similarity Measures:

¡P ¡§Similarity Measures¡¨ (Fuzzy Set)

Simone Santini, Ramesh Jain

IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 21, No. 9, Sep. 1999

¡P ¡§Vector-space image model (VSIM) for content-based retrieval¡¨

Kulkarni, S.; Srinivasan, B.; Ramakrishna, M.V.

Proceedings. 10th Int. Workshop on Database and Expert Systems Applications, 1999.

¡P ¡§A Review of Similarity Measures for Fuzzy Systems¡¨

T. Warren Liao , Zhiming Zhang

IEEE, 1996

¡P ¡§Empirical Evaluation of Dissimilarity Measures for Color and Texture¡¨

Jan Puzicha , Joachim M. Buhmann , Yossi Rubner , Carlo Tomasi

The Proceedings of the 7th IEEE Int. Conf. on Computer Vision, 1999. (ICCV'99) Vol: 2

¡P ¡§FSMIQ: fuzzy similarity matching for image queries¡¨

Tolias, Y.; Panas, S.; Tsoukalas, L.H.

1999 International Conference on Information Intelligence and Systems, 1999. Proceedings., 1999.

¡P ¡§On computing global similarity in images¡¨

Ravela, S.; Manmatha, R.

4th IEEE Workshop on Applications of Computer Vision, 1998. WACV '98.

¡P ¡§Distance measures for color image retrieval¡¨

Androutsos, D.; Plataniotiss, K.N.; Venetsanopoulos, A.N.

1998 International Conference on Image Processing, 1998. ICIP 98. Vol: 2.

¡P ¡§Learning feature relevance and similarity metrics in image databases¡¨

Bhanu, B.; Jing Peng; Shan Qing

IEEE Workshop on Content-Based Access of Image and Video Libraries, 1998.

Similarity Indexing:

¡P ¡§Algorithms and Strategies for Similarity Retrieval¡¨

David A. White , Ramesh Jain

Visual Computing Laboratory, University of California, San Diego

¡P ¡§An Optimal Algorithm for Approximate Nearest Neighbor Searching in Fixed Dimensions¡¨

Sunil Arya , David M. Mount , Nathan S. Netanyahu , Ruth Silverman , Angela Y. Wu

Journal of the ACM, Vol. 45, No. 6 (1998)

¡P ¡§An Indexing and Retrieval Mechanism for Complex Similarity Queries in Image Databases¡¨ (HG-tree)

Guang-Ho Cha , Chin-Wan Chung

Journal of Visual Communication and Image Representation 10, 268¡V290 (1999)

¡P ¡§The Hybrid Tree: An Index Structure for High Dimensional Feature Spaces¡¨

Kaushik Chakrabarti , Sharad Mehrotra

¡P ¡§The R*-tree: An Efficient and Robust Access Method for Points and Rectangles¡¨

Norbert Beckmann , Hans-Peter begel , Ralf Schneider , Bernhard Seeger

ACM 1990

¡P ¡§The SR-tree: An Index Structure for High-Dimensional Nearest Neighbor Queries¡¨

Norio Katayama , Shin'ichi Satoh

ACM SIGMOD 97

Query Issues: (Interface Design, Interactive Retrieval System)

¡P ¡§User interfaces for content-based image retrieval¡¨

Bird, C.L.; Elliott, P.J.; Griffiths, E.

IEE Colloquium on Intelligent Image Databases,, 1996 , Page(s): 8/1 -8/4

¡P ¡§Relevance feedback and category search in image databases¡¨

Meilhac, C.; Nastar, C.

IEEE International Conference on Multimedia Computing and Systems, 1999, Vol: 1.

¡P ¡§Query processing issues in image (multimedia) databases¡¨

Nepal, S.; Ramakrishna, M.V.

15th International Conference on Data Engineering, 1999.

¡P ¡§Interactive image retrieval: concept, procedure and tools¡¨

Zijun Yang; Xia Wan; Kuo, C.-C.J.

Conf. Record of the 32nd Asilomar Conf. on Signals, Systems & Computers, 1998. Vol: 1.

Retrieval in Special Collections:

¡P ¡§Similarity retrieval of trademark images¡¨

Eakins, J.P.; Boardman, J.M.; Graham, M.E.

IEEE Multimedia,Vol: 5 2 , April-June 1998 , Page(s): 53-63

¡P ¡§An integrated framework for trademark image retrieval using gestalt features and CMM neural network¡¨

Alwis, S.; Austin, J.

7th Int. Conf. on Image Processing And Its Applications, 1999. Vol: 1 , 1999.

¡P ¡§Content-based image retrieval of coats of arms¡¨

Breiteneder, C.; Eidenberger, H.

1999 IEEE 3rd Workshop on Multimedia Signal Processing,, 1999

Feature Extraction and Representation:

Color:

¡P ¡§On the use of histograms for image retrieval¡¨

Brunelli, R.; Mich, O.

IEEE International Conference on Multimedia Computing and Systems, 1999. Vol: 2.

¡P ¡§Efficient color histogram indexing for quadratic form distance functions¡¨

Hafner, J.; Sawhney, H.S.; Equitz, W.; Flickner, M.; Niblack, W.

IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol: 17 7 , July 1995.

¡P ¡§Color-based image retrieval using spatial-chromatic histograms¡¨

Cinque, L.; Levialdi, S.; Olsen, K.A.; Pellicano, A.

IEEE Int. Conf. on Multimedia Computing and Systems, 1999.Vol: 2 , 1999.

¡P ¡§Using perceptually weighted histograms for colour-based image retrieval¡¨

Guojun Lu; Phillips, J.

4th Int. Conf. on Signal Processing Proceedings, 1998. ICSP '98.Vol: 2 , 1998.

¡P ¡§Content-based image retrieval using colour n-grams¡¨

Rickman, R.; Rosin, P.

IEE Colloquium on Intelligent Image Databases,, 1996 , Page(s): 15/1 -15/6

¡P ¡§Spatial color histograms for content-based image retrieval¡¨

Aibing Rao; Srihari, R.K.; Zhongfei Zhang

In Proceedings. 11th IEEE Int. l Conf. on Tools with Artificial Intelligence, 1999.

¡P ¡§Image retrieval based on chromaticity moments¡¨

Paschos, G.; Radev, I.

Proceedings. International Conference on Image Analysis and Processing, 1999.

¡P ¡§Comparing the influence of color spaces and metrics in content-based image retrieval¡¨

Mathias, E.; Conci, A.

Int. Symposium on Computer Graphics, Image Processing, and Vision, 1998SIBGRAPI '98.

¡P ¡§A Novel Vector-Based Approach to Color Image Retrieval Using a Vector Angular-Based Distance Measure¡¨

D. Androutsos , K. N. Plataniotis , A. N. Venetsanopoulos

Computer Vision and Image Understanding, Vol. 75, Nos. 1/2, July/August, pp. 46¡V58, 1999

Texture:

¡P ¡§A texture descriptor for image retrieval and browsing¡¨

Wu, P.; Manjunanth, B.S.; Newsam, S.D.; Shin, H.D.

IEEE Workshop on Content-Based Access of Image and Video Libraries, 1999. (CBAIVL '99).

¡P ¡§Perceptually based metrics for the evaluation of textural image retrieval methods¡¨

Payne, J.S.; Heppelwhite, L.; Stonham, T.J.

IEEE International Conference on Multimedia Computing and Systems, 1999. Vol: 2.

¡P ¡§Texture metrics¡¨

Rubner, Y.; Tomasi, C.

1998 IEEE International Conference on Systems, Man, and Cybernetics, 1998. Vol: 5

Shape:

¡P ¡§Fuzzy Similarity Measure for Shape Retrieval¡¨

Taoufik Gadi , R. Benslimane , Mohamed Daoudi , Stanislaw Matusiak

Vision Interface '99

¡P ¡§IRUS: image retrieval using shape¡¨

Adoram, M.; Lew, M.S.

IEEE International Conference on Multimedia Computing and Systems, 1999, Vol: 2.

Others:

¡P ¡§A knowledge-based approach for retrieving images by content¡¨

Chih-Cheng Hsu; Chu, W.W.; Taira, R.K.

IEEE Transactions on Knowledge and Data Engineering, Volume: 8 4 , Aug. 1996.

¡P ¡§An effective method for combining multiple features of image retrieval¡¨

Seyoon Jeong; Kyuheon Kim; Byungtae Chun; Jaeyeon Lee; Younglae J. Bae

TENCON 99. Proceedings of the IEEE Region 10 Conference,Vol: 2 , Dec. 1999.

¡P ¡§An object-oriented framework for content-based image retrieval based on 5-tier architecture¡¨

Cheung, K.K.T.; Ip, H.H.S.; Lam, R.; Hanka, R.; Tang, L.H.Y.; Fuller, G.

Software Engineering Conference, 1999. (APSEC '99). Proceedings. Sixth Asia Pacific , 1999.

¡P ¡§Evaluating a visualisation of image similarity as a tool for image browsing¡¨

Rodden, K.; Basalaj, W.; Sinclair, D.; Wood, K.

1999 IEEE Symposium on Information Visualization, 1999. (Info Vis '99).

¡P ¡§A visual interactive environment for image retrieval by subjective parameters¡¨

Bianchi-Berthouze, N.; Berthouze, L.; Kato, T.

1999 IEEE 3rd Workshop on Multimedia Signal Processing, 1999

¡P ¡§Image background search: combining object detection techniques with content-based image retrieval (CBIR) systems¡¨

Srihari, R.; Zhongfei Zhang; Aibing Rao

IEEE Workshop on Content-Based Access of Image and Video Libraries, 1999. (CBAIVL '99).

¡P ¡§Semantic access to a database of images: an approach to object-related image retrieval¡§

Martinez, A.; Serra, J.R.

IEEE International Conference on Multimedia Computing and Systems, 1999. Vol: 1.

¡P ¡§Learning visual keywords for content-based retrieval¡¨

Joo-Hwee Lim

IEEE International Conference on Multimedia Computing and Systems, 1999. Vol: 2.

¡P ¡§Quicklook: a content-based image retrieval system with learning capabilities¡¨

Ciocca, G.; Gagliardi, I.; Schettini, R.

IEEE International Conference on Multimedia Computing and Systems, 1999. Vol: 2.

¡P ¡§Benchmarking of image features for content-based retrieval¡¨

Wei-Ying Ma; Hong Jiang Zhang

Record of the 32nd Asilomar Conf. on Signals, Systems & Computers, 1998. Vol: 1.

¡P ¡§Towards optimal ranking metrics¡¨

Sebe, N.; Lew, M.; Huijsmans, D.P.

Int. Symposium on Computer Graphics, Image Processing, and Vision, 1998. SIBGRAPI '98.

¡P ¡§Image processing in the Alexandria Digital Library project¡¨

Manjunath, B.S.

IEEE Int Forum on Research and Technology Advances in Digital Libraries, 1998. ADL 98.

¡P ¡§An interactive visual environment to understand, model and exploit user subjectivity in image retrieving systems¡¨

Berthouze, N.B.; Kato, T.

International Conference on Image Analysis and Processing, 1999.

¡P ¡§ASSERT: A Physician-in-the-Loop Content-Based Retrieval System for HRCT Image Databases¡¨

Chi-Ren Shyu, Carla E. Brodley, Avinash C. Kak, Akio Kosaka, Alex M. Aisen, Lynn S. Broderick

Computer Vision and Image Understanding, Vol. 75, Nos. 1/2, July/August, pp. 111¡V132, 1999

¡P ¡§Illumination Invariance and Object Model in Content-Based Image and Video Retrieval¡¨

Ze-Nian Li , Osmar R. Zaiane , Zinovi Tauber

Journal of Visual Communication and Image Representation 10, 219¡V244 (1999)