Computational geometry: an introduction
Computational geometry: an introduction
Preattentive processing in vision
Computer Vision, Graphics, and Image Processing
Image Analysis Using Multigrid Relaxation Methods
IEEE Transactions on Pattern Analysis and Machine Intelligence
Derivation of optical flow using a spatiotemporal-frequency approach
Computer Vision, Graphics, and Image Processing
Spatial frequency channels and perceptual grouping in texture segregation
Computer Vision, Graphics, and Image Processing - Special issue on human and machine vission, part II
Modeling and Segmentation of Noisy and Textured Images Using Gibbs Random Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
Frequency Domain Analysis and Synthesis of Image Pyramid Generating Kernels
IEEE Transactions on Pattern Analysis and Machine Intelligence
The cortex transform: rapid computation of simulated neural images
Computer Vision, Graphics, and Image Processing
Finite Prolate Spheroidal Sequences and Their Applications I: Generation and Properties
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Generalized Gabor Scheme of Image Representation in Biological and Machine Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Joint spatial/spatial-frequency representation
Signal Processing
Tracking of nonstationarities for texture fields
Signal Processing
Artificial neural network models for texture classification via: the Radon transform
SAC '92 Proceedings of the 1992 ACM/SIGAPP symposium on Applied computing: technological challenges of the 1990's
Object and Texture Classification Using Higher Order Statistics
IEEE Transactions on Pattern Analysis and Machine Intelligence
Anisotropic Textures with Arbitrary Orientation
Journal of Mathematical Imaging and Vision
A Parametric Texture Model Based on Joint Statistics of Complex Wavelet Coefficients
International Journal of Computer Vision - Special issue on statistical and computational theories of vision: modeling, learning, sampling and computing, Part I
IEEE Transactions on Pattern Analysis and Machine Intelligence
Texture Classification by Wavelet Packet Signatures
IEEE Transactions on Pattern Analysis and Machine Intelligence
Texture Segmentation using 2-D Gabor Elementary Functions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Segmentation of ultrasound images by using a hybrid neural network
Pattern Recognition Letters
Towards Segmentation from Multiple Cues: Symmetry and Color
Proceedings of the 10th International Workshop on Theoretical Foundations of Computer Vision: Multi-Image Analysis
A unified framework for image compression and segmentation by using an incremental neural network
Expert Systems with Applications: An International Journal
Image quality assessment using the joint spatial/spatial-frequency representation
EURASIP Journal on Applied Signal Processing
Proceedings of the 2006 conference on Artificial Intelligence Research and Development
A compact harmonic code for early vision based on anisotropic frequency channels
Computer Vision and Image Understanding
ICASSP'93 Proceedings of the 1993 IEEE international conference on Acoustics, speech, and signal processing: image and multidimensional signal processing - Volume V
Multiscale Texture Extraction with Hierarchical (BV,Gp,L2) Decomposition
Journal of Mathematical Imaging and Vision
| Hi-index | 0.15 |
The generic issue of clustering/grouping is addressed. Recent research, both in computer and human vision, suggests the use of joint spatial/spatial-frequency (s/sf) representations. The spectrogram, the difference of Gaussians representation, the Gabor representation, and the Wigner distribution are discussed and compared. It is noted that the Wigner distribution gives superior joint resolution. Experimental results in the area of texture segmentation and Gestalt grouping using the Wigner distribution are presented, proving the feasibility of using s/sf representations for low-level (early, preattentive) vision.