… It is argued that the scope, in a vision system, of parallel methods such as those exploited in
… for investigating parallel processing in low level vision is strong. Builders of computer vision …

… in human and machine vision share the belief that massive parallel processing characterizes
low-level vision. In this … Low level (or early) vision is characterized by the local nature of its …

… Our system, with 2221 parallel processing units and a frequency of 42 MHz is able to … have
low level vision solutions integrated as smart cameras specialized or image processing tools […

… Moreover, since for each parallel computation two sequential accesses to the Image Memory
are required, it is possible to fetch and store back the datain a useful way. In fact, the data …

… This leads naturally to massive data parallelism, which is well suited for parallel processing
on array processor architectures. Standard parallel implementations of relaxation algo- …

… , many parallel computers achieve … parallel computer, called the Warp machine, which has
been developed for image and signal processing, and describe its use at this level of vision. …

… low level vision as well as in a number of tasks belonging to the domain of intermediate and
high level vision… presented a new view of parallel computer architectures for vision, based …

… Finally, we describe how these modules are composed into higher level vision modules.
By … Engineering His research interests include visual recognition and parallel computation …

… computation. The classic example is filtering or convolution. A large class of regularization
computations … These spatially parallel computations are easily mapped into operations using …

… for a variety of computer vision labeling tasks, called HashMatch. Our approach is designed
to be both fully parallel, ie each pixel is independently processed, and low-compute, with a …