boundary-detection

📚 A collection of edge/contour/boundary detection papers and toolbox.

Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]

Codebase for CVPR2020 A Local-to-Global Approach to Multi-modal Movie Scene Segmentation

[ECCV 2020] Boundary-preserving Mask R-CNN

LDC: Lightweight Dense CNN for Edge Detection

[IEEE RAL'24 & IROS'24] Mobile-Seed: Joint Semantic Segmentation and Boundary Detection for Mobile Robots

Code for Simultaneous Edge Alignment and Learning (SEAL)

A Pytorch implementation of CASENet for the Cityscapes Dataset

Pixel Attentional Gating for Parsimonious Per-Pixel Labeling

Implementation of the paper "ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data" in TensorFlow.

Caffe implementation of DOOBNet https://arxiv.org/abs/1806.03772

cpp implementation for algorithms in the book "digital image processing and computer vision"("数字图像处理与机器视觉-Visual C++与Matlab实现")

LDC: Lightweight Dense CNN for Edge DetectionのPythonでのONNX推論サンプル

BGSNet: A boundary-guided Siamese multitask network for semantic change detection from high-resolution remote sensing images

Primitive Fitting Using Deep Boundary Aware Geometric Segmentation

Official implementation of Dense Prediction with Attentive Feature Aggregation, WACV 2023

(Under construction) The BSDS dataset for edge detection annotated by @MengyangPu

Edge Detection Evaluation and Benchmark

Deep learning project based on the Inception v2 model. Recognises 21 different classes based on images

A comprehensive breast ultrasound image segmentation study evaluating 11 deep learning encoders and 11 transformer backbones, culminating in HEMF-Net, a hierarchical attention-based fusion framework for precise lesion delineation.