In this post, we will learn how to perform feature-based image alignment using OpenCV. We will share code in both C++ and Python. We will demonstrate the steps by way of an example in which we will ...
Search Results for: image alignment
Image Alignment (ECC) in OpenCV ( C++ / Python )
The image on the left is part of a historic collection of photographs called the Prokudin-Gorskii collection. The image was taken by a Russian photographer in the early 1900s using one of the early ...
SANA-Sprint: The One-Step Revolution in High-Quality AI Image Synthesis
The domain of image generation has achieved remarkable milestones, particularly through the advent of diffusion models. However, a persistent challenge has been the computational cost associated with ...
FramePack: Video Diffusion, but feels like Image Diffusion
Ever watched an AI-generated video and wondered how it was made? Or perhaps dreamed of creating your own dynamic scenes, only to be overwhelmed by the complexity or the need for supercomputer-like ...
NVIDIA SANA: Fast, High-Resolution Text-to-Image Generation Explained
The world of generative AI moves at a lightning speed, constantly pushing the boundaries of what is possible. In the vibrant field of text-to-image synthesis, generating stunningly detailed, ...
MASt3R and MASt3R-SfM Explanation: Image Matching and 3D Reconstruction Results
MASt3R (Matching and Stereo 3D Reconstruction) aims to treat image matching as a 3D problem leveraging dense correspondences and understanding the 3D scene rather than a traditional 2D approach. This ...