Dilated Continuous Random Field for Semantic Segmentation

1 code implementation • 1 Feb 2022 • Xi Mo, Xiangyu Chen, Cuncong Zhong, Rui Li, Kaidong Li, Usman Sajid

Mean field approximation methodology has laid the foundation of modern Continuous Random Field (CRF) based solutions for the refinement of semantic segmentation.

Semantic Segmentation

Realtime Global Attention Network for Semantic Segmentation

2 code implementations • 24 Dec 2021 • Xi Mo, Xiangyu Chen

In this paper, we proposed an end-to-end realtime global attention neural network (RGANet) for the challenging task of semantic segmentation.

2D Semantic Segmentation Segmentation +1

Stereo Frustums: A Siamese Pipeline for 3D Object Detection

no code implementations • 27 Oct 2020 • Xi Mo, Usman Sajid, Guanghui Wang

The paper proposes a light-weighted stereo frustums matching module for 3D objection detection.

3D Object Detection Autonomous Driving +5

An Efficient Approach for Polyps Detection in Endoscopic Videos Based on Faster R-CNN

no code implementations • 4 Sep 2018 • Xi Mo, Ke Tao, Quan Wang, Guanghui Wang

Polyp has long been considered as one of the major etiologies to colorectal cancer which is a fatal disease around the world, thus early detection and recognition of polyps plays a crucial role in clinical routines.