Semantic segmentation and transfer learning using pretrained SalsaNext model in MATLAB

[TIP] Deep Label Distribution Learning with Label Ambiguity

A Lightweight Encoder-Decoder Network for LiDAR-based Road- Object Semantic Segmentation

Generate car images from segmentation maps using single car image segmentation dataset.

WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].

CCP dataset from "Clothing Co-Parsing by Joint Image Segmentation and Labeling " (CVPR 2014)

DeepLab v3+ and Floral-Net, a U-Net inspired CNN, for segmenting flowers and backgrounds in the Oxford Flower Dataset, enhancing accuracy through tailored architecture and class imbalance handling.

Medical Imaging with AI

Semantic Understanding of Foggy Scenes with Purely Synthetic Data

Domain Adaptation for Semantic Segmentation at Nighttime

This example shows how to train a semantic segmentation network using deep learning.

DeepLabv3+ inference and training in MATLAB for Semantic Segmentation

CVPR2018 - pixel embedding & grouping for structured prediction, e.g., instance segmentation

Dataset and Evaluation Scripts for Obstacle Detection via Semantic Segmentation in a Marine Environment

Convert SYNTHIA data to Equirectangular format

[CVPR-2018] Context Contrasted Feature and Gated Multi-Scale Aggregation for Scene Segmentation

Some notes from various research papers

ICIP 2019 paper