Essays about: "Image Compression"

Showing result 11 - 15 of 112 essays containing the words Image Compression.

  1. 11. Using Quantization and Serialization to Improve AI Super-Resolution Inference Time on Cloud Platform

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Wai-Hong Anton Fu; [2023]
    Keywords : ;

    Abstract : AI Super-Resolution is a branch of Artificial Intelligence where the goal is to take a low-resolution image and upscale it into a high-resolution image. These models are usually deep learning models based on Convolutional Neural Networks (CNN) and/or transformers. READ MORE

  3. 12. Exploiting Spatial Redundancy and Approximate Computing for Area Efficient Image Compression

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Saurav Arjun; [2022]
    Keywords : Image Compression; VLSI; Spatial redundancy; DCT; Compression; System Verilog; Technology and Engineering;

    Abstract : Owing to the intensive computation involved in the Discrete Cosine Transform during image com- pression, the design of the efficient hardware architectures for fast computation of the transform has become imperative, especially for real-time applications. Although fast computation techniques have been able to minimise the hardware computation complexity to a certain limit, they could further extend the research to figure out the interesting approaches which can be implemented on applications where power, speed and area are crucial factors to determine the performance of the system. READ MORE

  4. 13. Comparing the Performance of Interpolative Algorithms with Neural Networks for Image Super-Resolution

    University essay from KTH/Datavetenskap

    Author : Nicolas Andersson; Thomas Siu; [2022]
    Keywords : ;

    Abstract : The importance of graphics cannot be understated in the current era. Yet, due to technological limitations some sacrifices have to be made in order to save bandwidth, primarily the compression and downsampling of images. READ MORE

  5. 14. Simulating the Effect of Spatial Potential Variation in Nanodevices with the NEGF Method

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Markus Berthilsson; [2022]
    Keywords : Technology and Engineering;

    Abstract : In this master thesis nanowires have been simulated to study the effect of spatial imperfections in the nanowires. This spatial imper- fection took the form of potential fluctuations in the conduction band across the wire. READ MORE

  6. 15. Material Characterization and Blade Impact Simulation

    University essay from Luleå tekniska universitet/Institutionen för teknikvetenskap och matematik

    Author : Gustaf Bodare; [2022]
    Keywords : Strain rate dependency; Split-Hopkinson pressure bar; Digital image correlation; LS-DYNA; FEM; SPG;

    Abstract : Blades used on brushcutters and lawn mowers are subjected to a wide variety of working conditions. Besides continuous loads from cutting grass, the blades are also subjected to accidental impacts of branches, stones and structures. READ MORE