Cover Image

Staircase Cascaded Fusion of Lightweight Local Pattern Recognition and Long-Range Dependencies for Structural Crack Segmentation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Hui, Jia, Chen, Shi, Fan, Cheng, Xu, Wang, Mianzhao, Chen, Shengyong, Lv, Yang
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SCSegamba: Lightweight Structure-Aware Vision Mamba for Crack Segmentation in Structures
by: Liu, Hui, et al.
Published: (2025)

LIDAR: Lightweight Adaptive Cue-Aware Fusion Vision Mamba for Multimodal Segmentation of Structural Cracks
by: Liu, Hui, et al.
Published: (2025)

SCRWKV: Ultra-Compact Structure-Calibrated Vision-RWKV for Topological Crack Segmentation
by: Zhang, Hanxu, et al.
Published: (2026)

An Angular-Temporal Interaction Network for Light Field Object Tracking in Low-Light Scenes
by: Wang, Mianzhao, et al.
Published: (2025)

EfficientCrackNet: A Lightweight Model for Crack Segmentation
by: Zim, Abid Hasan, et al.
Published: (2024)

Denoising-Contrastive Alignment for Continuous Sign Language Recognition
by: Guo, Leming, et al.
Published: (2023)

An Enhanced Pyramid Feature Network Based on Long-Range Dependencies for Multi-Organ Medical Image Segmentation
by: Tan, Dayu, et al.
Published: (2025)

Staircase Localization for Autonomous Exploration in Urban Environments
by: Kim, Jinrae, et al.
Published: (2024)

IRFusionFormer: Enhancing Pavement Crack Segmentation with RGB-T Fusion and Topological-Based Loss
by: Xiao, Ruiqiang, et al.
Published: (2024)

Segment Any Crack: Deep Semantic Segmentation Adaptation for Crack Detection
by: Rostami, Ghodsiyeh, et al.
Published: (2025)

LUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image Segmentation
by: Sun, Songkai, et al.
Published: (2024)

From Pixels to Gigapixels: Bridging Local Inductive Bias and Long-Range Dependencies with Pixel-Mamba
by: Qiu, Zhongwei, et al.
Published: (2024)

Rethinking Efficient Crack Segmentation with Task-Aligned Structural-Directional Modeling
by: Liu, Shipeng, et al.
Published: (2026)

MC-Stereo: Multi-peak Lookup and Cascade Search Range for Stereo Matching
by: Feng, Miaojie, et al.
Published: (2023)

Ridge Estimation-Based Vision and Laser Ranging Fusion Localization Method for UAVs
by: Huang, Huayu, et al.
Published: (2025)

PromptSR: Cascade Prompting for Lightweight Image Super-Resolution
by: Liu, Wenyang, et al.
Published: (2025)

Topology-aware Mamba for Crack Segmentation in Structures
by: Zuo, Xin, et al.
Published: (2024)

HAFormer: Unleashing the Power of Hierarchy-Aware Features for Lightweight Semantic Segmentation
by: Xu, Guoan, et al.
Published: (2024)

SuperFusion: Multilevel LiDAR-Camera Fusion for Long-Range HD Map Generation
by: Dong, Hao, et al.
Published: (2022)

ERIT Lightweight Multimodal Dataset for Elderly Emotion Recognition and Multimodal Fusion Evaluation
by: Frieske, Rita, et al.
Published: (2024)

Feature Fusion from Head to Tail for Long-Tailed Visual Recognition
by: Li, Mengke, et al.
Published: (2023)

CrackUDA: Incremental Unsupervised Domain Adaptation for Improved Crack Segmentation in Civil Structures
by: Srivastava, Kushagra, et al.
Published: (2024)

CrossDiff: Diffusion Probabilistic Model With Cross-conditional Encoder-Decoder for Crack Segmentation
by: Shi, Xianglong, et al.
Published: (2025)

Depth Map Denoising Network and Lightweight Fusion Network for Enhanced 3D Face Recognition
by: Xu, Ruizhuo, et al.
Published: (2024)

A Novel Hybrid Approach for Retinal Vessel Segmentation with Dynamic Long-Range Dependency and Multi-Scale Retinal Edge Fusion Enhancement
by: Ouyang, Yihao, et al.
Published: (2025)

Lightweight Method for Interactive 3D Medical Image Segmentation with Multi-Round Result Fusion
by: Shen, Bingzhi, et al.
Published: (2024)

Long-Tailed Visual Recognition via Permutation-Invariant Head-to-Tail Feature Fusion
by: Li, Mengke, et al.
Published: (2025)

Person Recognition at Altitude and Range: Fusion of Face, Body Shape and Gait
by: Liu, Feng, et al.
Published: (2025)

A Lightweight Context-Driven Training-Free Network for Scene Text Segmentation and Recognition
by: Chakraborty, Ritabrata, et al.
Published: (2025)

Generative Active Learning for Long-tailed Instance Segmentation
by: Zhu, Muzhi, et al.
Published: (2024)

A Real-time Concrete Crack Detection and Segmentation Model Based on YOLOv11
by: Huang, Shaoze, et al.
Published: (2025)

FGS-SLAM: Fourier-based Gaussian Splatting for Real-time SLAM with Sparse and Dense Map Fusion
by: Xu, Yansong, et al.
Published: (2025)

A Lightweight Clustering Framework for Unsupervised Semantic Segmentation
by: Cheung, Yau Shing Jonathan, et al.
Published: (2023)

Enhancing Pavement Crack Classification with Bidirectional Cascaded Neural Networks
by: Alhadidi, Taqwa I., et al.
Published: (2025)

Lightweight Attribute Localizing Models for Pedestrian Attribute Recognition
by: Jha, Ashish, et al.
Published: (2023)

Can Students Beyond The Teacher? Distilling Knowledge from Teacher's Bias
by: Zhang, Jianhua, et al.
Published: (2024)

Robust Lightweight Crack Classification for Real-Time UAV Bridge Inspection
by: Li, Wei, et al.
Published: (2026)

TowerDataset: A Heterogeneous Benchmark for Transmission Corridor Segmentation with a Global-Local Fusion Framework
by: Cui, Xu, et al.
Published: (2026)

CS3: Cascade SAM for Sperm Segmentation
by: Shi, Yi, et al.
Published: (2024)

Cross-Modal Dual-Causal Learning for Long-Term Action Recognition
by: Shaowu, Xu, et al.
Published: (2025)