IEEE

Advancing Real-World Image Dehazing: Perspective, Modules, and Training

Abstract: Restoring high-quality images from degraded hazy observations is a fundamental and essential task in the field of computer vision. While deep models have achieved significant success with ...
GitHub

Perspective Fields for Single Image Camera Calibration

We propose Perspective Fields as a representation that models the local perspective properties of an image. Perspective Fields contain per-pixel information about the camera view, parameterized as an ...
IEEE

Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

Abstract: Most recent semantic segmentation methods adopt a fully-convolutional network (FCN) with an encoder-decoder architecture. The encoder progressively reduces the spatial resolution and learns ...
note

Where should you start data analysis: Excel, SQL, or Python? A field-perspective guide to the order of tool selection for non-engineers to avoid frustration

If you want to start data analysis, the shortest route is not to begin with machine learning or Python, but with analytics using Excel, SQL, and BI tools to "correctly grasp the current situation with ...
GitHub

OpenCV 5

OpenCV maintains two active development branches: the previous stable 4.x branch and 5.x branch (now also stable) where most of the latest functionality will be put to. Many improvements — performance ...