Knowledge-based interpretation of outdoor natural color scenes
Knowledge-based interpretation of outdoor natural color scenes
Fusion, propagation, and structuring in belief networks
Artificial Intelligence
Iconic indexing by 2-D strings
IEEE Transactions on Pattern Analysis and Machine Intelligence
Algorithmic information theory
Algorithmic information theory
Shape Description by Time Series
IEEE Transactions on Pattern Analysis and Machine Intelligence
Text compression
3-D Object Recognition Using Bipartite Matching Embedded in Discrete Relaxation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Introduction to parallel algorithms and architectures: array, trees, hypercubes
Introduction to parallel algorithms and architectures: array, trees, hypercubes
2-D Shape Classification Using Hidden Markov Model
IEEE Transactions on Pattern Analysis and Machine Intelligence
Vector quantization and signal compression
Vector quantization and signal compression
Fundamentals of speech recognition
Fundamentals of speech recognition
Color Image Segmentation using Competitive Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence
An Active Testing Model for Tracking Roads in Satellite Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Information storage and retrieval
Information storage and retrieval
Self-organizing maps
Digital Pattern Recognition by Moments
Journal of the ACM (JACM)
Visual Recognition and Categorization on the Basis of Similarities to Multiple Class Prototypes
International Journal of Computer Vision
Shock Graphs and Shape Matching
International Journal of Computer Vision
Computer Processing of Line-Drawing Images
ACM Computing Surveys (CSUR)
Object Recognition Using Shape-from-Shading
IEEE Transactions on Pattern Analysis and Machine Intelligence
Remote Sensing: Digital Image Analysis
Remote Sensing: Digital Image Analysis
Digital Compression of Still Images and Video
Digital Compression of Still Images and Video
Automatic Extraction of Man-Made Objects from Aerial & Space Images
Automatic Extraction of Man-Made Objects from Aerial & Space Images
Introduction To Automata Theory, Languages, And Computation
Introduction To Automata Theory, Languages, And Computation
Digital Picture Processing
Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope
International Journal of Computer Vision
Sketch recognition in interspersed drawings using time-based graphical models
Computers and Graphics
Image representation and classification based on data compression
Proceedings of the 2010 ACM Symposium on Applied Computing
A fast compression-based similarity measure with applications to content-based image retrieval
Journal of Visual Communication and Image Representation
Toward a compression-based self-organizing recognizer: Preliminary implementation of PRDC-CSOR
Pattern Recognition Letters
Further results on dissimilarity spaces for hyperspectral images RF-CBIR
Pattern Recognition Letters
Dictionary-based color image retrieval using multiset theory
Journal of Visual Communication and Image Representation
| Hi-index | 0.14 |
We propose a new pattern representation scheme based on data compression, or PRDC, for media data analysis. PRDC is composed of two parts, an encoder that translates input data into a text and a set of text compressors to generate a compression ratio vector (CV). The CV is used as a feature of the input data. By preparing a set of media-specific encoders, PRDC becomes widely applicable. Analysis tasks, both categorization (class formation) and recognition (classification), can be realized using CVs. After a mathematical discussion on the realizability of PRDC, the wide applicability of this scheme is demonstrated through automatic categorization and/or recognition of music, voice, genome, handwritten sketches, and color images.