Cover Image

DepthPolyp: Pseudo-Depth Guided Lightweight Segmentation for Real-Time Colonoscopy

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wu, Zhuoyu, Ou, Wenhui, Zhang, Lexi, Tan, Pei-Sze, Wu, Dongjun, Zhao, Junhe, Fang, Wenqi, Phan, Raphaël C. -W.
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering
by: Wu, Zhuoyu, et al.
Published: (2026)

EndoCaver: Handling Fog, Blur and Glare in Endoscopic Images via Joint Deblurring-Segmentation
by: Wu, Zhuoyu, et al.
Published: (2026)

RT-Focuser: A Real-Time Lightweight Model for Edge-side Image Deblurring
by: Wu, Zhuoyu, et al.
Published: (2025)

FLICKER: A Fine-Grained Contribution-Aware Accelerator for Real-Time 3D Gaussian Splatting
by: Ou, Wenhui, et al.
Published: (2026)

Lite‐PolypNet: A Lightweight and Efficient Network for Polyp Segmentation in Colonoscopy Images
by: Haiping Xu, et al.
Published: (2025)

Real-Time Distributed Optical Fiber Vibration Recognition via Extreme Lightweight Model and Cross-Domain Distillation
by: Luo, Zhongyao, et al.
Published: (2025)

Finite Beam Depth Analysis for Large Arrays
by: Kosasih, Alva, et al.
Published: (2023)

Boosting Box-supervised Instance Segmentation with Pseudo Depth
by: Yu, Xinyi, et al.
Published: (2024)

Movable Antenna Enhanced Networked Integrated Sensing and Communication System
by: Guo, Yuan, et al.
Published: (2024)

PRiSE-EEG: A Prior-Guided Foundation Model with Depth-Stratified Experts for Cross-Paradigm EEG Representation Learning
by: Xiong, Wei, et al.
Published: (2026)

Lightweight Deep Autoencoder for ECG Denoising with Morphology Preservation and Near Real-Time Hardware Deployment
by: Nejad, Mahdi Pirayesh Shirazi, et al.
Published: (2025)

LGPS: A Lightweight GAN-Based Approach for Polyp Segmentation in Colonoscopy Images
by: Tesema, Fiseha B., et al.
Published: (2025)

Optimizing Coded-Apertures for Depth-Resolved Diffraction
by: Gürsoy, Doğa, et al.
Published: (2024)

Message Passing Based Demodulation of the Time-Encoded Digital Modulation Signal
by: Xu, Yuan, et al.
Published: (2025)

Battery-Free Sensor Array for Wireless Multi-Depth In-Situ Sensing
by: Guo, Hongzhi, et al.
Published: (2024)

Data-Augmented Deep Learning for Downhole Depth Sensing and Validation
by: Xiao, Si-Yu, et al.
Published: (2025)

Discrete RIS Enhanced Space Shift Keying MIMO System via Reflecting Beamforming Optimization
by: Zhu, Xusheng, et al.
Published: (2024)

A Lightweight Architecture for Real-Time Neuronal-Spike Classification
by: Siddiqi, Muhammad Ali, et al.
Published: (2023)

TSRNet: Simple Framework for Real-time ECG Anomaly Detection with Multimodal Time and Spectrogram Restoration Network
by: Bui, Nhat-Tan, et al.
Published: (2023)

Block-Weighted Lasso for Joint Optimization of Memory Depth and Kernels in Wideband DPD
by: Wang, Jinfei, et al.
Published: (2025)

Throughput Maximization for Movable Antenna Systems with Movement Delay Consideration
by: Wang, Honghao, et al.
Published: (2024)

Semi-Passive IRS Enabled Sensing with Group Movable Sensors
by: Peng, Qiaoyan, et al.
Published: (2025)

How Do Microstrip Losses Impact Near-Field Beam Depth in Dynamic Metasurface Antennas?
by: Gavriilidis, Panagiotis, et al.
Published: (2025)

Meta-Learning Driven Lightweight Phase Shift Compression for IRS-Assisted Wireless Systems
by: Yu, Xianhua, et al.
Published: (2025)

Stream-Based Ground Segmentation for Real-Time LiDAR Point Cloud Processing on FPGA
by: Zhang, Xiao, et al.
Published: (2024)

PLDNet: PLD-Guided Lightweight Deep Network Boosted by Efficient Attention for Handheld Dual-Microphone Speech Enhancement
by: Zhou, Nan, et al.
Published: (2024)

Fast Ray-Tracing-Based Precise Underwater Acoustic Localization without Prior Acknowledgment of Target Depth
by: Huang, Wei, et al.
Published: (2023)

An Electrocardiogram Monitoring Device Based on STM32
by: Guan, Wenqi
Published: (2024)

Duality-Guided Graph Learning for Real-Time Joint Connectivity and Routing in LEO Mega-Constellations
by: Gu, Zhouyou, et al.
Published: (2026)

Energy-Efficient Hybrid Beamforming with Dynamic On-off Control for Integrated Sensing, Communications, and Powering
by: Hao, Zeyu, et al.
Published: (2024)

Expressivity of Programmable-Metasurface-Based Physical Neural Networks: Encoding Non-Linearity, Structural Non-Linearity, and Depth
by: Hammami, Cheima, et al.
Published: (2026)

Two-Timescale Design for AP Mode Selection of Cooperative ISAC Networks
by: Ren, Zhichu, et al.
Published: (2024)

GenMetaLoc: Learning to Learn Environment-Aware Fingerprint Generation for Sample Efficient Wireless Localization
by: Gao, Jun, et al.
Published: (2025)

A Federated Learning-based Lightweight Network with Zero Trust for UAV Authentication
by: Zhang, Hao, et al.
Published: (2025)

Coexistence of Real-Time Source Reconstruction and Broadband Services Over Wireless Networks
by: Mishra, Anup, et al.
Published: (2024)

Real-Time Sound Event Localization and Detection: Deployment Challenges on Edge Devices
by: Yeow, Jun Wei, et al.
Published: (2024)

Deformation-Aware Observation Modeling for Radar-Based Human Sensing via 3D Scan-Depth Sequence Fusion
by: Shi, Guangqi, et al.
Published: (2026)

Rechargeable UAV Trajectory Optimization for Real-Time Persistent Data Collection of Large-Scale Sensor Networks
by: Wang, Rui, et al.
Published: (2024)

An Attention-Assisted Multi-Modal Data Fusion Model for Real-Time Estimation of Underwater Sound Velocity
by: Wu, Pengfei, et al.
Published: (2025)

Lightweight Foundation Model for Wireless Time Series Downstream Tasks on Edge Devices
by: Cheraghinia, Mohammad, et al.
Published: (2025)