Free tools to create, edit and transform clipart

Image Segmentation Potentials: Original vs Thresholded, Potts, and Topology Models #1689538 (License: Personal Use)

Search for Cliparts

Four-panel visualization comparing original, thresholded unaries, Potts potentials, and 1D topology potentials in image segmentation.

About this clipart

The image displays four heatmaps representing pixel-wise label assignments across a 10×10 grid. The first panel shows the clean ground-truth segmentation with three vertical bands (blue, green, red). The second panel illustrates thresholded unary potentials, resulting in a noisy, checkerboard-like pattern due to local decisions without spatial regularization. The third panel applies Potts potentials, enforcing smoothness and yielding large homogeneous regions with sharp but globally consistent boundaries. The fourth panel uses 1D topology potentials, preserving structural continuity along one axis while allowing controlled boundary irregularities. These visualizations help illustrate trade-offs between local fidelity and global coherence in Markov Random Field and CRF-based segmentation.
Used in academic papers, tutorials, or documentation on graphical models for computer vision-especially when explaining energy minimization, CRFs, or structured prediction. Targets researchers and engineers implementing or evaluating segmentation algorithms.
PNG 1600×340 57.9 KB
⭐ Edit This Image
PRINT DOWNLOAD

Related Cliparts: Explore how different potential models-thresholded unaries, Potts, and 1D topology-affect image segmentation. Visual comparison for computer vision researchers.

(view all Image Segmentation Potentials: Original vs Thresholded, Potts, and Topology Models)

Aardvark I2C/SPI Host Adapter
DIY Binary Amplitude Diffuser anyone? - Page 2 - Gearslutz.
12 div 4 star rainbow by 10binary on Clipart library
Premier Solutions International | Identity Theft | Legal Services
11/11/11 Number one photography - Art pics  Design Now With
App Shopper: HD Binary Clock (Productivity)

Other Popular Clip Arts

Hornets Mascot Logo - Bold & Energetic Team Identity
Hornets Mascot Logo - Bold & Energetic Team Identity
Think Time Cliparts
Think Time Cliparts
Person Falling Backward into Water - Safety & Prevention Guide
Person Falling Backward into Water - Safety & Prevention Guide
cherry pie clip art
cherry pie clip art
Philosopher Kings Cliparts
Philosopher Kings Cliparts
Peter Pan Pirate Ship Silhouette
Peter Pan Pirate Ship Silhouette
Jewlery Png
Jewlery Png
Tumblr Gif Transparent
Tumblr Gif Transparent
Bird Clipart Png
Bird Clipart Png

Codes for Insertion

Short Link
Preview HTML
Forum BBCode
Markdown
Social Media
Use this link to share on Instagram Stories, Pinterest, etc.
WhatsApp / Telegram