Essays about: "Structural Similarity Index Metric"

Showing result 1 - 5 of 7 essays containing the words Structural Similarity Index Metric.

  1. 1. Using Approximate Computing Circuits to Optimize Power of an ASIC

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

    Author : Padmashree Nuggehalli Srinivasa; Shi-Tien Hsing; [2023]
    Keywords : ASIC; Power; Optimization; Approximate Arithmetic Circuits; Approximate Computing; Technology; Technology and Engineering;

    Abstract : The growing demand for network cameras to support real-time image processing and machine-learning applications has created a need for low-power solutions. Although technology scaling makes complex computations feasible, voltage scaling is limited, leading to higher power density and dark silicon problems. READ MORE

  3. 2. Unsupervised Image-to-image translation : Taking inspiration from human perception

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Jens Jakob Sveding; [2021]
    Keywords : Artificial intelligence; Unsupervised learning; Image-to-Image translation; Generative Adversarial Networks; Structural Similarity Index Measure;

    Abstract : Generative Artificial Intelligence is a field of artificial intelligence where systems can learn underlying patterns in previously seen content and generate new content. This thesis explores a generative artificial intelligence technique used for image-toimage translations called Cycle-consistent Adversarial network (CycleGAN), which can translate images from one domain into another. READ MORE

  4. 3. Deep Learning based Video Super- Resolution in Computer Generated Graphics

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

    Author : Vinit Jain; [2020]
    Keywords : Deep Learning; Convolutional Neural Networks; Video Super-Resolution; Computer Generated Graphics; Gaming.; Deep Learning; Convolutional Neural Networks; Video Super-Resolution; Computer Generated Graphics; Gaming.;

    Abstract : Super-Resolution is a widely studied problem in the field of computer vision, where the purpose is to increase the resolution of, or super-resolve, image data. In Video Super-Resolution, maintaining temporal coherence for consecutive video frames requires fusing information from multiple frames to super-resolve one frame. READ MORE

  5. 4. Cluster-based Sample Selection for Document Image Binarization

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Amandus Krantz; [2019]
    Keywords : document image binarization; sample selection; neural networks; computer vision;

    Abstract : The current state-of-the-art, in terms of performance, for solving document image binarization is training artificial neural networks on pre-labelled ground truth data. As such, it faces the same issues as other, more conventional, classification problems; requiring a large amount of training data. READ MORE

  6. 5. Empirical Study on Quantitative Measurement Methods for Big Image Data : An Experiment using five quantitative methods

    University essay from Blekinge Tekniska Högskola/Institutionen för datalogi och datorsystemteknik

    Author : Ramya Ramya Sravanam; [2016]
    Keywords : ;

    Abstract : Context. With the increasing demand for image processing applications in multimedia applications, the importance for research on image quality assessment subject has received great interest. READ MORE