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Abstract: The amount of computation required to solve many early vision problems is prodigious, and so it has long been thought that systems that operate in a reasonable amount of time will only become feasible when parallel systems become available. Such systems now exist in digital form, but most are large and expensive. These machines constitute an invaluable test-bed for the development of new algorithms, but they can probably not be scaled down rapidly in both physical size and cost, despite... (Update)
Context of citations to this paper: More
...network architectures. Much research has been devoted to developing such architectures for solving lower level problems [13, 39, 48, 58, 69, 79, 89, 98], and higher level ones mostly of combinatorial optimization [46, 77, 99] Table 8: about here = CVGIP: Image...
...3. 1 Continuous space Standard regularization problems can be mapped onto electronic networks consisting of conductances and capacitors [5]. Hutchinson et al. 6] showed how resistive networks can be used to compute optical flow and Poggio et al. 7] introduced electronic...
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4: Identification and Control of Dynamical Systems Using Neural Networks (context) - Narendra, Parthasarathy - 1990
3: Computational vision and regularization theory (context) - Poggio, Torre et al. - 1985
3: Energy Functions for Early Vision and Analog Networks - Yuille - 1989
BibTeX entry: (Update)
B. K. P. Horn. "Parallel networks for machine vision". A. I. Memo. No. 1071, MIT, December 1988. http://citeseer.ist.psu.edu/horn88parallel.html More
@techreport{ horn88parallel,
author = "Berthold K. P. Horn",
title = "Parallel Networks for Machine Vision",
number = "AIM-1071",
pages = "69",
year = "1988",
url = "citeseer.ist.psu.edu/horn88parallel.html" }
Citations (may not include all citations):695 Robot Vision (context) - Horn - 1986
548 Stochastic Relaxation, Gibbs' Distributions, and the Bayesia.. (context) - Geman, Geman - 1984
339 Theory of Edge Detection (context) - Marr, Hildreth - 1980
260 Analog VLSI and Neural Systems (context) - Mead - 1987
102 Machine Perception of Three-Dimensional Solids (context) - Roberts - 1965
92 Direct Methods for Recovering Motion (context) - Horn - 1988
81 Numerical Shape from Shading and Occluding Boundaries (context) - Ikeuchi, Horn - 1981
81 Digital Step Edges from Zero Crossings of Second Directional.. (context) - Haralick - 1984
55 A Method for Enforcing Integrability in Shape from Shading A.. (context) - Frankot, Chellappa - 1986
53 The Variational Approach to Shape from Shading (context) - Horn - 1985
43 Edge and Curve Detection for Visual Scene Analysis (context) - Rosenfeld, Thurston - 1972
37 Computing Motion using Analog and Binary Resistive Networks (context) - Hutchinson, Koch et al. - 1988
36 Determining Lightness from an Image (context) - Horn - 1974
34 Multilevel Computational Processes for Visual Surface Recons.. (context) - Terzopoulos - 1983
32 Shape and Source from Shading (context) - Brooks, Horn - 1983
25 Shape from Shading: a Method for Obtaining the Shape of a Sm.. (context) - Horn - 1970
18 A Regularized Solution to Edge Detection (context) - Poggio, Voorhees et al. - 1985
18 The Detection of Intensity Changes by Computer and Biologica.. (context) - Hildreth - 1983
16 Ill-Posed Problems and Regularization Analysis in Early Visi.. (context) - Poggio, Torre - 1984
16 An Implementation of a Computational Theory of Visual Surfac.. (context) - Grimson - 1983
14 Accuracy of Laplacian Edge Detectors (context) - Berzins - 1984
14 Edge and Region Analysis for Digital Image Data (context) - Haralick - 1980
10 Analog `Neuronal' Networks in Early Vision - Koch, Marroquin - 1985
9 Reconstructing a Depth Map from Intensity Maps (context) - Ikeuchi - 1983
9 Pattern Models (context) - Ahuja, Schachter - 1983
8 Visual Integration and Detection of Discontinuities: The Key.. (context) - Gamble, Poggio - 1964
7 A Real-Time Two-Dimensional Moment Generating Algorithm and .. (context) - Hatamian - 1986
7 A Computational Theory of Visual Surface Interpolation (context) - Grimson - 1982
7 The Binford-Horn Linefinder (context) - Horn - 1971
7 A Gaussian-Weighted Multi-Resolution Edge Detector (context) - Hartley - 1985
6 private communication (context) - Floyd - 1987
5 A Correlating Optical Motion Detector (context) - Tanner, Mead - 1984
5 Design of an Integrated Optical Sensor with On-Chip Pre-Proc.. (context) - Knight - 1983
4 Analysis of Linear Interpolation Schemes for BiLevel Image A.. (context) - Abdou, Wong - 1982
4 Digital Image Processing of Earth Observation Sensor Data (context) - Bernstein - 1976
3 An Analog VLSI Chip for Thin-Plate Surface Interpolation (context) - Harris - 1989
2 Massively Parallel Implementations of Theories for Apparent .. - Grzywacs, Yuille - 1987
2 Using Synthetic Images to Register Real Images with Surface .. (context) - Horn - 1978
2 Direct Passive Navigation: Analytical Solution for Planes - Horn - 1987
2 The Interpretation of a Moving Retinal Image (context) - Longuett-Higgins, Prazdny - 1988
2 Integrated Optical Motion Detection (context) - Tanner - 1986
2 A Two-Dimensional Visual Tracking Array (context) - DeWeerth, Mead - 1988
1 On Finding Structure in Pictures (context) - MacLeod
1 Interpolation of a Contour Map of the Island of Mauritius us.. (context) - Mahoney - 1980
1 A Numerical Method for Shape from Shading for a Single Image (context) - Strat - 1979
1 The Least Energy Curve (context) - Horn - 1983
1 Unpublished Internal Report (context) - Nagel - 1984
1 Information Theoretic Surface Estimation Using Elevation Dat.. (context) - Norton - 1983
1 From Images toSurfacJS8 Computational Study of the Human Ear.. (context) - Grimson - 1981
1 E#cient Multiresolution Algorithms for Computing Lightness, .. (context) - Terzopoulos - 1984
1 Unpublished Internal Report (context) - Weldon - 1966
1 A Cooperative Algorithm for Determining Surface Orientation .. (context) - Woodham - 1977
1 MathematicJ Handbook forSc#9---N (context) - Korn - 1968
1 Direct Processing of Curvilinear Motion from Sequence of Per.. (context) - Alomoinos, Brown - 1984
1 Optimal Filters (context) - Anderson, Moore - 1979
1 The Coupled Depth/Slope Approach to Surface Reconstruction (context) - Harris - 1987
1 Methods ofMathematicN Physic (context) - Courant, Hilbert - 1953
1 Constrained Di#erential Optimization for Neural Networks (context) - Platt, Barr - 1987
1 Computer Correlation of Real and Synthetic Terrain Photograp.. (context) - Bachmann - 1977
1 Methods ofMathematicL Physic (context) - Courant, Hilbert - 1962
1 Real-Time Feature Extraction using Moment Invariants (context) - Cagney, Mallon - 1983
1 Evaluation of Digital Correction Techniques--- for ERTS Imag.. (context) - Rifman, McKinnon - 1974
1 Relaxing the Constant Brightness Assumption in Computing Opt.. (context) - Gennert, Negahdaripour - 1987
1 Digital Gaussian Convolver (context) - Larson, Nishihara et al. - 1981
1 Gaussian Convolution of Images Stored in a Charge-Coupled De.. (context) - Sage - 1983
1 A High-Speed Two-Dimensional CCD Gaussian Image Convolver (context) - Sage, Lattes - 1986
1 ects in Satellite Imaging of AppliedOptic (context) - Sjoberg, Horn - 1983
1 Automatic Production of Shaded Orthographic Projections of T.. (context) - Strat - 1977
1 A Fast Moment Generating Chip (context) - Hatamian - 1980
1 Video Data Conversion and Real-Time Tracking (context) - Gilbert - 1980
1 Hill Shading and the Reflectance Map (context) - iWE, Science et al. - 1982
1 Smooth Interpolation of Digital Terrain Models from Contour .. (context) - Goldfinger - 1983
1 VISMEM: A bag of `robotics' formulae (context) - Horn - 1972
1 A Study in Automatic Photo-Interpretation (context) - MacLeod
1 Automatic Hill-Shading and the Reflectance Map (context) - Horn - 1979
Documents on the same site (http://www.ai.mit.edu/people/bkph/papers/): More
Projective Minimal Analysis of Camera Geometry - Romano (Correct)
Projective Geometry Considered Harmful - Horn (1999) (Correct)
Area, Perimeter Euler Number in Continuous Gray-level Images - Berthold Horn It (Correct)
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