Slidingconv: Domain-specific description of sliding discrete cosine transform convolution for halide

Y Kanetaka, H Takagi, Y Maeda, N Fukushima - IEEE Access, 2023 - ieeexplore.ieee.org
Filtering is a fundamental tool in image processing, and its acceleration affects many
applications. Therefore, various algorithmic and hardware accelerations have been …

[HTML][HTML] A cross-platform OpenVX library for FPGA accelerators

MA Dávila-Guzmán, L Kalms, RG Tejero… - Journal of Systems …, 2022 - Elsevier
FPGAs are an excellent platform to implement computer vision applications, since these
applications tend to offer a high level of parallelism with many data-independent operations …

Methods and Algorithms for Efficient Programming of FPGA-based Heterogeneous Systems for Object Detection

L Kalms - 2023 - tud.qucosa.de
Abstract (EN) Nowadays, there is a high demand for computer vision applications in
numerous application areas, such as autonomous driving or unmanned aerial vehicles …

ArcvaVX: OpenVX Framework for A daptive R econfigurable C omputer V ision A rchitectures

L Kalms, M Nickel, D Göhringer - International Symposium on Applied …, 2023 - Springer
The field of computer vision is steadily growing in its complexity and application areas.
FPGAs have shown that they can meet the growing demands for performance and energy …

DECISION: Distributing OpenVX Applications on CPUs, GPUs and FPGAs using OpenCL

L Kalms, T Haering… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
The demand for computer vision systems and algorithms is steadily increasing. However,
users often have to deal with different or new languages, architectures and tools …

[PDF][PDF] FPGA Accelerators on Heterogeneous Systems: An Approach Using High Level Synthesis

The emergence of FPGAs in the High-Performance Computing domain is arising thanks to
their promise of better energy efficiency and low control latency, compared with other …

FPGA Accelerators on Heterogeneous Systems: An Approach Using High Level Synthesis

MÁ Dávila Gúzman, M Villarroya Gaudó… - zaguan.unizar.es
La evolución de las FPGAs como dispositivos para el procesamiento con alta eficiencia
energética y baja latencia de control, comparada con dispositivos como las CPUs y las …

System-Level Optimization and Code Generation for Graphics Processors using a Domain-Specific Language

B Qiao - 2021 - search.proquest.com
As graphics processing units (GPUs) are being used increasingly for general purpose
processing, efficient tooling for programming such parallel architectures becomes essential …