Simple analog and hybrid networks for surface interpolation
AIP Conference Proceedings 151 on Neural Networks for Computing
Visual reconstruction
On the estimation of optical flow: relations between different approaches and some new results
Artificial Intelligence
Analog VLSI and neural systems
Analog VLSI and neural systems
Measurement of Visual Motion
Energy Functions for Early Vision and Analog Networks
Energy Functions for Early Vision and Analog Networks
Multiple Resolution Segmentation of Textured Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Cooperative Vision Integration Through Data-Parallel Neural Computations
IEEE Transactions on Computers - Special issue on artificial neural networks
Bayesian Estimation of Motion Vector Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
Statistical pattern classification with electric circuits
Pattern Recognition Letters
Exploiting Discontinuities in Optical Flow
International Journal of Computer Vision
Pulse Arithmetic in VLSI Neural Networks
IEEE Micro
Analog Nonlinear Function Synthesis
IEEE Micro
Multimodal Estimation of Discontinuous Optical Flow using Markov Random Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
Analog Velocity Sensing Circuits Based on Bio-Inspired Correlation Neural Networks
MICRONEURO '99 Proceedings of the 7th International Conference on Microelectronics for Neural, Fuzzy and Bio-Inspired Systems
A new approach for testing artificial neural networks
VTS '97 Proceedings of the 15th IEEE VLSI Test Symposium
Motion estimation for region-based video coding
ICIP '95 Proceedings of the 1995 International Conference on Image Processing (Vol.2)-Volume 2 - Volume 2
New Robotics: Design Principles for Intelligent Systems
Artificial Life
Neural Computation
Comparison of stochastic and deterministic solution methods in Bayesian estimation of 2D motion
Image and Vision Computing
Incremental estimation of image flow using a Kalman filter
Journal of Visual Communication and Image Representation
Recursive displacement estimation and restoration of noisy-blurred image sequences
ICASSP'93 Proceedings of the 1993 IEEE international conference on Acoustics, speech, and signal processing: image and multidimensional signal processing - Volume V
Image segmentation cues in motion processing: Implications for modularity in vision
Journal of Cognitive Neuroscience
Hi-index | 4.10 |
The authors describe recent developments in the theory of early vision that led from the formulation of the motion problem as an ill-posed one to its solution by minimizing certain 'cost' functions. These cost or energy functions can be mapped onto simple analog and digital resistive networks. The optical flow is computed by injecting currents into resistive networks and recording the resulting stationary voltage distribution at each node. The authors believe that these networks, which they implemented in complementary metal-oxide-semiconductor (CMOS) very-large-scale integrated (VLSI) circuits, represent plausible candidates for biological vision systems.