Fractal video compression in OpenCL: An evaluation of CPUs, GPUs, and FPGAs as acceleration platforms
@article{Chen2013FractalVC, title={Fractal video compression in OpenCL: An evaluation of CPUs, GPUs, and FPGAs as acceleration platforms}, author={D. Chen and D. Singh}, journal={2013 18th Asia and South Pacific Design Automation Conference (ASP-DAC)}, year={2013}, pages={297-304} }
Fractal compression is an efficient technique for image and video encoding that uses the concept of self-referential codes. Although offering compression quality that matches or exceeds traditional techniques with a simpler and faster decoding process, fractal techniques have not gained widespread acceptance due to the computationally intensive nature of its encoding algorithm. In this paper, we present a real-time implementation of a fractal compression algorithm in OpenCL [1]. We show how the… Expand
Supplemental Presentations
Figures, Tables, and Topics from this paper
57 Citations
Realization and Optimization of Pulse Compression Algorithm on OpenCL-Based FPGA Heterogeneous Computing Platform
- Computer Science
- 2017
Parallel Computation strategies for Fractal Compression
- 2020 2nd International Conference on Advances in Computing, Communication Control and Networking (ICACCCN)
- 2020
- Highly Influenced
OpenCL-based hardware-software co-design methodology for image processing implementation on heterogeneous FPGA platform
- Computer Science
- 2015 IEEE International Conference on Control System, Computing and Engineering (ICCSCE)
- 2015
- 6
Exploring Functional Acceleration of OpenCL on FPGAs and GPUs Through Platform-Independent Optimizations
- Computer Science
- ARC
- 2018
- 7
- PDF
Power and Performance Tradeoff of a Floating-Point Intensive Kernel on OpenCL FPGA Platform
- Computer Science
- 2018 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)
- 2018
- 4
Floating-Point Arithmetic Using GPGPU on FPGAs
- Computer Science
- 2017 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)
- 2017
- 1
Evaluation of a Floating-Point Intensive Kernel on FPGA - A Case Study of Geodesic Distance Kernel
- Computer Science
- Euro-Par Workshops
- 2017
- 9
References
SHOWING 1-10 OF 23 REFERENCES
Acceleration of Fractal Image Compression Using the Hardware-Software Co-design Methodology
- Computer Science
- 2009 International Conference on Reconfigurable Computing and FPGAs
- 2009
- 2
Real-time implementation of fractal image encoder
- Computer Science
- 2000 10th Mediterranean Electrotechnical Conference. Information Technology and Electrotechnology for the Mediterranean Countries. Proceedings. MeleCon 2000 (Cat. No.00CH37099)
- 2000
- 6
Image coding based on a fractal theory of iterated contractive image transformations
- Mathematics, Computer Science
- IEEE Trans. Image Process.
- 1992
- 1,470
- PDF
A Comprehensive Performance Comparison of CUDA and OpenCL
- Computer Science
- 2011 International Conference on Parallel Processing
- 2011
- 290
- PDF