In embedded vision systems, parallel computation of the integral image presents several design challenges in terms of hardware resources, speed and power consumption. Although recursive equations significantly reduce the number of operations for computing the integral image, the required internal memory becomes prohibitively large for an embedded integral image computation engine for increasing image sizes. With the objective of achieving high-throughput with minimum hardware resources, this paper proposes a memory-efficient design strategy for a parallel embedded integral image computation engine. Results show that the design achieves nearly 35% reduction in memory for common HD video
Video processing usually requires one to read in an entire image into a framebuffer, usually taking ...
Thesis: Ph. D., Massachusetts Institute of Technology, Department of Electrical Engineering and Comp...
The integral image representation of an image is important for a large number of modern image proces...
The integral image, an intermediate image representation, has found extensive use in multi-scale loc...
The integral image, an intermediate image representation, has found extensive use in multi-scale loc...
Abstract- With the advent of mobile embedded multimedia devices that are required to perform a range...
"Introductory material will consider the problem of embedded image processing, and how some of the i...
Owing to the sequential nature of memory interfaces, as well as the growing processor-memory perform...
Memory is the biggest limiting factor to the widespread use of FPGAs for high-level image processing...
Memory is the biggest limiting factor to the widespread use of FPGAs for high-level image processing...
Final thesis reportSummarization: Nowadays, one of the most important challenges in the field of Com...
Over the past two decades, the use of low power Field Programmable Gate Arrays (FPGA) for the accele...
Abstract — Most image processing applications are not only computationally intensive, but also data ...
Implementing a real-time image-processing algorithm on a serial processor is difficult to achieve b...
Over the past two decades, the use of low power Field Programmable Gate Arrays (FPGA) for the accele...
Video processing usually requires one to read in an entire image into a framebuffer, usually taking ...
Thesis: Ph. D., Massachusetts Institute of Technology, Department of Electrical Engineering and Comp...
The integral image representation of an image is important for a large number of modern image proces...
The integral image, an intermediate image representation, has found extensive use in multi-scale loc...
The integral image, an intermediate image representation, has found extensive use in multi-scale loc...
Abstract- With the advent of mobile embedded multimedia devices that are required to perform a range...
"Introductory material will consider the problem of embedded image processing, and how some of the i...
Owing to the sequential nature of memory interfaces, as well as the growing processor-memory perform...
Memory is the biggest limiting factor to the widespread use of FPGAs for high-level image processing...
Memory is the biggest limiting factor to the widespread use of FPGAs for high-level image processing...
Final thesis reportSummarization: Nowadays, one of the most important challenges in the field of Com...
Over the past two decades, the use of low power Field Programmable Gate Arrays (FPGA) for the accele...
Abstract — Most image processing applications are not only computationally intensive, but also data ...
Implementing a real-time image-processing algorithm on a serial processor is difficult to achieve b...
Over the past two decades, the use of low power Field Programmable Gate Arrays (FPGA) for the accele...
Video processing usually requires one to read in an entire image into a framebuffer, usually taking ...
Thesis: Ph. D., Massachusetts Institute of Technology, Department of Electrical Engineering and Comp...
The integral image representation of an image is important for a large number of modern image proces...