Metrics used for comparison between image-processing algorithm and four pre-trained deep learning architectures—VGG16, ResNet18, Inception-ResNet-v2, and U-Net for semantic segmentation of HeLa cell imaged with Electron Microscopy (EM). by Cefa Karabağ (8320152)

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Three slices semantically segmented slices with U-Net. by Cefa Karabağ (8320152)

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Illustration of the image-label pairs created to train the U-Net architecture. by Cefa Karabağ (8320152)

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Illustration of the Serial Block Face Scanning Electron Microscope (SBF SEM) images containing HeLa cells. by Cefa Karabağ (8320152)

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Illustration of the process followed to generate the ground truth. by Cefa Karabağ (8320152)

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The reconstructed sectioned images of the pollen grain by the proposed SHT algorithm (a), and the FABEMD-HS algorithm (b). by Xing Zhou (469137)

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3-D reconstructed images of the mixed pollen grains by using the RMS algorithm (Left) and the SHT algorithm (Right). by Xing Zhou (469137)

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Flowcharts of the FABMED-HS algorithm (left side) and the SHT algorithm (right side). by Xing Zhou (469137)

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Raw image frames (a) (b) under structured illumination of the pollen grain with phase-shift by 2π/3, and the input image (c) obtained by subtracting (a) and (b). by Xing Zhou (469137)

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Scheme of the DMD-based LED-illumination optical sectioning SIM system. by Xing Zhou (469137)

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3-D reconstructed images of the mixed pollen grains by using the RMS algorithm (Left) and the SHT algorithm (Right). by Xing Zhou (469137)

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Pricing (US$) of the components used for the obstacle detection system. by Philippe Paccaud (5879423)

Subjects: “…gradient-based image processing algorithm…”

Failed horizon detection due to haze. by Philippe Paccaud (5879423)

Subjects: “…gradient-based image processing algorithm…”

Segmentation results for two datasets. by Philippe Paccaud (5879423)

Subjects: “…gradient-based image processing algorithm…”

Typical images from different datasets used for horizon detection assessment. by Philippe Paccaud (5879423)

Subjects: “…gradient-based image processing algorithm…”

Accurate and inaccurate horizon detection comparison. by Philippe Paccaud (5879423)

Subjects: “…gradient-based image processing algorithm…”

Summary of the image segmentation algorithm. by Philippe Paccaud (5879423)

Subjects: “…gradient-based image processing algorithm…”

Datasets used to assess the performance of the proposed algorithm. by Philippe Paccaud (5879423)

Subjects: “…gradient-based image processing algorithm…”

Glint detection results. by Philippe Paccaud (5879423)

Subjects: “…gradient-based image processing algorithm…”

Gradient along <i>x</i>- and <i>y</i>-axis comparison. by Philippe Paccaud (5879423)

Subjects: “…gradient-based image processing algorithm…”