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检索条件"任意字段=5th International Conference on Algorithms and Architectures for Parallel Processing"

共 3274 条记录，以下是11-20 订阅

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A Comparative Study of Deep Learning algorithms for Glaucoma Classification Using Retinal Images 5th

A Comparative Study of Deep Learning Algorithms for Glaucoma...

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5th international conference on Data Science, Machine Learning and Applications

作者： Swapna, T. Varshitha, Y. Sai Raja Sudeepthi, K. L. Manavika, B. Saishree, T. G Narayanamma Inst Technol & Sci Hyderabad Telangana India

ISBN: (纸本)9789819780334;9789819780310;9789819780303

A group of eye conditions known as glaucoma impair the optic nerve, which is in charge of sending visual data from the eye to the brain. Glaucoma impacts 3.54% of adults aged 40 to 80 around the world. Early detection of glaucoma is crucial as it can prevent total optic nerve damage, which would cause irreversible vision loss. It is possible for specialists to diagnose glaucoma medically, but treatment options are either expensive or time-consuming and requires ongoing care from medical professionals. there have been numerous initiatives at streamlining all components of the glaucoma categorization process, however these models are challenging for users to comprehend the key predictors, resulting in them being unreliable for use by medical experts. the study uses eye fundus images to classify glaucoma patients using three distinct Deep Learning techniques: Convolutional neural network, Visual Geometry Group 16 (VGG16), and Global Context Network (GC-Net). In addition, several data pre-processing techniques are used to avoid overfitting and achieve high accuracy. this research compares and analyses the performance of various architectures using the aforementioned techniques. the CNN model had the best accuracy of 83% when in contrast to the other deep learning models.

关键词： Biomedical image processing Glaucoma Blind ness Machine learning Visual geometry group 16 Convolutional neural network Global context network

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Area and Delay Optimized Approximate parallel Prefix Adders for Image processing Applications 5th

Area and Delay Optimized Approximate Parallel Prefix Adders ...

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5th international conference on Electrical and Electronics Engineering, ICEEE 2024

作者： Dharani, G. Pavitra, Y.J. Department of Electronics and Communication Engineering PES University Bangalore India

ISBN: (纸本)9789819790364

Approximate computing enhances energy efficiency by allowing hardware to deliver sufficiently accurate results tailored to specific applications, prioritizing energy savings over absolute precision. An essential domain of interest lies in advancing adder units, crucial for applications ranging from machine learning to signal, image, and video processing. these units are also fundamental in more complex operations like subtraction, comparison, multiplication, squaring, and division. this paper focuses on synthesizing approximate parallel prefix adders. Unlike current methods that focus on specific architectures, the synthesizer generates all solutions meeting the designer's requirements, offering a range of delay, area, and error trade-offs. this automated exploration of design space leads to near-optimal solutions unattainable with traditional architectures. the synthesized adders achieve a 40–55% reduction in area and improve image quality metrics by up to 21.49% in PSNR and 24.14% in MSSIM for an image filter application compared to an exact parallel-prefix adders adder. © the Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2025.

关键词： Video signal processing

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Hardware Implementation of Image processing Morphological and Convolution Operations as SoC on FPGAs 24

Hardware Implementation of Image Processing Morphological an...

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7th international conference on Digital Medicine and Image processing, DMIP 2024

作者： Moussa, Alfred M. Groves, Richard Rafla, Nader Electrical and Computer Engineering Department Boise State University BoiseID United States

ISBN: (纸本)9798400709586

Efficient image processing architectures are consistently in demand across a multitude of applications, particularly those customized for resource-constrained systems-on-chip (SoC). the increasing need for high-performance image processing in various sectors has driven the development of specialized architectures. However, deploying such architectures on platforms with limited resources, such as SoCs, poses significant challenges. Furthermore, the implementation of complex algorithms to handle large datasets using software solutions often leads to slower response times, prompting exploration into hardware implementations. Field-Programmable Gate Arrays (FPGAs) are becoming popular for hardware implementations because of their attributes: low latency, connectivity, parallel computing capabilities, and flexibility. Consequently, the utilization of FPGA-based implementations has resulted in faster and more efficient performance of unique architectures tailored to specific requirements. this paper presents a novel hardware/software co-design approach to implement erosion, dilation, and neighborhood image processing operations on the FPGA development board, "Zedboard". In this approach, the FPGA is programmed by connecting it to a PC via USB, facilitating the transfer of an image pixel by pixel. the pixels are temporarily stored in on-chip DDR and accessed through DMA (Direct Memory Access) until they are requested by an interrupt signal from the Image processing IP, at which point they are moved to line buffers for faster processing. Once processed, the image is transmitted back to the PC via UART, facilitating pixel-by-pixel transfer for verification, where it is compared with a reference image generated using Python. this comparison confirms a 99.22% match between the processed image and the reference image, with the discrepancy occurring at the image's edges due to initial padding. Additionally, the time required to process the entire image was measured and displayed

关键词： System-on-chip

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algorithms and architectures for parallel processing - 12th international conference, ICA3PP 2012, Proceedings

Algorithms and Architectures for Parallel Processing - 12th ...

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12th international conference on algorithms and architectures for parallel processing, ICA3PP 2012

ISBN: (纸本)9783642330643

the proceedings contain 73 papers. the topics discussed include: accelerating the dynamic programming for the optimal polygon triangulation on the GPU;security computing for the resiliency of protecting from internal attacks in distributed wireless sensor networks;optimization of a short-range proximity effect correction algorithm in e-beam lithography using GPGPUs;vectorized algorithms for Quadtree construction and descent;an optimal parallel prefix-sums algorithm on the memory machine models for GPUs;enhancing the performance of a distributed mobile computing environment by topology construction;maintaining consistency in software transactional memory through dynamic versioning tuning;a new low latency parallel turbo decoder employing parallel phase decoding method;high-performance matrix multiply on a massively multithreaded Fiteng1000 processor;and on construction of Cloud IaaS for VM live migration using KVM and OpenNebula.

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algorithms and architectures for parallel processing - 12th international conference, ICA3PP 2012, Proceedings

Algorithms and Architectures for Parallel Processing - 12th ...

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12th international conference on algorithms and architectures for parallel processing, ICA3PP 2012

ISBN: (纸本)9783642330773

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algorithms and architectures for parallel processing - 10th international conference, ICA3PP 2010, Workshops

Algorithms and Architectures for Parallel Processing - 10th ...

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10th international conference algorithms and architectures for parallel processing, ICA3PP 2010

ISBN: (纸本)3642131352

the proceedings contain 95 papers. the topics discussed include: scalable co-clustering algorithms;parallel prefix computation in the recursive dual-net;a two-phase differential synchronization algorithm for remote files;query optimization over parallel relational data warehouses in distributed environments by simultaneous fragmentation and allocation;a high efficient on-chip interconnection network in SIMD CMPs;design of a slot assignment scheme for link error distribution on wireless grid networks;dynamic resource tuning for flexible core chip multiprocessors;a grid based system for closure computation and online service;parallel domain decomposition methods for high-order finite element solutions of the Helmholtz problem;frequencies;quick forwarding of queries to relevant peers in a hierarchical P2P file search system;cluster-fault-tolerant routing in burnt pancake graphs;and edge-bipancyclicity of all conditionally faulty hypercubes.

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algorithms and architectures for parallel processing - 10th international conference, ICA3PP 2010, Proceedings

Algorithms and Architectures for Parallel Processing - 10th ...

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10th international conference algorithms and architectures for parallel processing, ICA3PP 2010

ISBN: (纸本)3642131182

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Distributed and parallel Computing - 6th international conference on algorithms and architectures for parallel processing, ICA3PP, Proceedings

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6th international conference on algorithms and architectures for parallel processing, ICA3PP

ISBN: (纸本)3540292357

the proceedings contain 52 papers. the topics discussed include: improving concurrent write scheme in file server group;a practical comparison of cluster operating systems implementing sequential and transactional consistency;a recursive-adjustment co-allocation scheme in data grid environments;reducing the bandwidth requirements of P2P keyword indexing;localization techniques for cluster-based data grid;an efficient dynamic load-balancing algorithm in a large scale cluster;job scheduling policy for high throughput grid computing;data distribution strategies for domain decomposition applications in grid environments;and a practical comparison of cluster operating systems implementing sequential and transactional consistency.

关键词： Distributed computer systems

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20th international conference on algorithms and architectures for parallel processing, ICA3PP 2020

20th International Conference on Algorithms and Architecture...

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20th international conference on algorithms and architectures for parallel processing, ICA3PP 2020

ISBN: (纸本)9783030602383

the proceedings contain 145 papers. the special focus in this conference is on algorithms and architectures for parallel processing. the topics include: An Improved Heterogeneous Dynamic List Schedule Algorithm;fastthetaJoin: An Optimization on Multi-way Data Stream θ -join with Range Constraints;a Distributed Framework for Online Stream Data Clustering;end-System Aware Large File Transfer Solution for Rich Media Applications over 5G Mobile Networks;broad Learning System with Proportional-Integral-Differential Gradient Descent;Accelerating De Novo Assembler WTDBG2 on Commodity Servers;Typing Everywhere with an EMG Keyboard: A Novel Myo Armband-Based HCI Tool;accelerating Pattern Matching on Intel Xeon Phi Processors;Redistributing and Optimizing High-Resolution Ocean Model POP2 to Million Sunway Cores;Efficient Sorting and Join on NVM-Based Hybrid Memory;performance Optimization for Feature Extraction Section of DeepChem;principal Component Analysis for Fingerprint Positioning;priority Based Service Placement Strategy in Heterogeneous Mobile Edge Computing;VTC: A Scheduling Framework Between Soft Real-Time and Hard Real-Time on Multimedia OS;A BSP Based Approach for NFAs Intersection;tight Bound of parallel Request Latency for Erasure-Coded Distributed Storage System;High-Performance Simulations on GPUs Using Adaptive Time Steps;Performance Modeling of Stencil Computation on SW26010 Processors;Optimizing B+ -Tree Searches on Coupled CPU-GPU architectures;OCVM: Optimizing the Isolation of Virtual Machines with Open-Channel SSDs;parallel SCC Detection Based on Reusing Warps and Coloring Partitions on GPUs;CANRT: A Client-Active NVM-Based Radix Tree for Fast Remote Access;distributed and parallel Ensemble Classification for Big Data Based on Kullback-Leibler Random Sample Partition;SWAF: A Distributed Solar WSN Adaptive Framework.

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20th international conference on algorithms and architectures for parallel processing, ICA3PP 2020

20th International Conference on Algorithms and Architecture...

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20th international conference on algorithms and architectures for parallel processing, ICA3PP 2020

ISBN: (纸本)9783030602444

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