FPGA acceleration of superpixel segmentation
Superpixel segmentation is a preprocessing step for computer vision applications, where an image is split into segments referred to as superpixels.
Östgren, Magnus
core +2 more sources
Spherical Superpixel Segmentation with Context Identity and Contour Intensity
Superpixel segmentation is a popular preprocessing tool in the field of image processing. Nevertheless, conventional planar superpixel generation algorithms are inadequately suited for segmenting symmetrical spherical images due to the distinctive ...
Baolong Guo +5 more
core +1 more source
Rapid Recognition of Field-Grown Wheat Spikes Based on a Superpixel Segmentation Algorithm Using Digital Images. [PDF]
Tan C +9 more
europepmc +1 more source
Research on Fine Water Body Extraction From SAR Images Based on Superpixel Segmentation
The water body extraction technology based on superpixel segmentation in SAR images faces challenges such as insufficient precision in extracting fine water boundaries under speckle noise and complex scattering conditions.
Fengcheng Guo +4 more
doaj +1 more source
Boundary-complexity-guided adaptive weighting for single-image unsupervised superpixel segmentation
Superpixel segmentation provides an important mid-level representation for computer vision, but accurate boundary adherence remains difficult in images with weak contours, cluttered backgrounds, and complex textures.
Nannan Wang +3 more
doaj +1 more source
Fully automated multi-parametric brain tumour segmentation using superpixel based classification
Fully automated multi-parametric brain tumour segmentation using superpixel based ...
TM Khan (14610566) +4 more
core
Superpixel-based saliency detection
International audienceIn this paper, we propose an effective superpixel-based saliency model. First, the original image is simplified by performing superpixel segmentation and adaptive color quantization.
Luo, Shuhua +5 more
core +1 more source
Image Anonymization by Superpixel Segmentation
We propose a method for anonymizing a given image by removing personally identifiable information with a superpixel segmentation technique. Especially, we would like to focus on human faces in an image, because face images bear important personal ...
張, 碩延 +10 more
core
Superpixel Segmentation Based Synthetic Classifications with Clear Boundary Information for a Legged Robot. [PDF]
Zhu Y, Luo K, Ma C, Liu Q, Jin B.
europepmc +1 more source
Optimal seamline detection for SAR image mosaicking guided by superpixel segmentation and region merging. [PDF]
Yan D, Zeng F, Chen B, Huang R, She Y.
europepmc +1 more source

