Cover Image

Image Compression with Bubble-Aware Frame Rate Adaptation for Energy-Efficient Video Capsule Endoscopy

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Bause, Oliver, Gamerdinger, Jörg, Werner, Julia, Bringmann, Oliver
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Smart Video Capsule Endoscopy: Raw Image-Based Localization for Enhanced GI Tract Investigation
by: Bause, Oliver, et al.
Published: (2025)

Seeing More with Less: Video Capsule Endoscopy with Multi-Task Learning
by: Werner, Julia, et al.
Published: (2025)

Reliable Mislabel Detection for Video Capsule Endoscopy Data
by: Werner, Julia, et al.
Published: (2026)

Enhanced Anomaly Detection for Capsule Endoscopy Using Ensemble Learning Strategies
by: Werner, Julia, et al.
Published: (2025)

Datasets for Lane Detection in Autonomous Driving: A Comprehensive Review
by: Gamerdinger, Jörg, et al.
Published: (2025)

S2S-Net: Addressing the Domain Gap of Heterogeneous Sensor Systems in LiDAR-Based Collective Perception
by: Teufel, Sven, et al.
Published: (2025)

DenoiseCP-Net: Efficient Collective Perception in Adverse Weather via Joint LiDAR-Based 3D Object Detection and Denoising
by: Teufel, Sven, et al.
Published: (2025)

MR3D-Net: Dynamic Multi-Resolution 3D Sparse Voxel Grid Fusion for LiDAR-Based Collective Perception
by: Teufel, Sven, et al.
Published: (2024)

Collective PV-RCNN: A Novel Fusion Technique using Collective Detections for Enhanced Local LiDAR-Based Perception
by: Teufel, Sven, et al.
Published: (2023)

Criticality Metrics for Relevance Classification in Safety Evaluation of Object Detection in Automated Driving
by: Gamerdinger, Jörg, et al.
Published: (2025)

A Comprehensive Safety Metric to Evaluate Perception in Autonomous Systems
by: Volk, Georg, et al.
Published: (2025)

SnowyLane: Robust Lane Detection on Snow-covered Rural Roads Using Infrastructural Elements
by: Gamerdinger, Jörg, et al.
Published: (2025)

LSM: A Comprehensive Metric for Assessing the Safety of Lane Detection Systems in Autonomous Driving
by: Gamerdinger, Jörg, et al.
Published: (2024)

Collective Perception Datasets for Autonomous Driving: A Comprehensive Review
by: Teufel, Sven, et al.
Published: (2024)

EPSM: A Novel Metric to Evaluate the Safety of Environmental Perception in Autonomous Driving
by: Gamerdinger, Jörg, et al.
Published: (2025)

SCOPE: A Synthetic Multi-Modal Dataset for Collective Perception Including Physical-Correct Weather Conditions
by: Gamerdinger, Jörg, et al.
Published: (2024)

CAVE-Net: Classifying Abnormalities in Video Capsule Endoscopy
by: Harish, Ishita, et al.
Published: (2024)

Capsule Vision 2024 Challenge: Multi-Class Abnormality Classification for Video Capsule Endoscopy
by: Handa, Palak, et al.
Published: (2024)

A Highlight Removal Method for Capsule Endoscopy Images
by: Zhang, Shaojie, et al.
Published: (2024)

Capsule Endoscopy Image Enhancement for Small Intestinal Villi Clarity
by: Zhang, Shaojie, et al.
Published: (2024)

Classification of Endoscopy and Video Capsule Images using CNN-Transformer Model
by: Subedi, Aliza, et al.
Published: (2024)

Capsule Vision Challenge 2024: Multi-Class Abnormality Classification for Video Capsule Endoscopy
by: Bansal, Aakarsh, et al.
Published: (2024)

Multi-Class Abnormality Classification Task in Video Capsule Endoscopy
by: Verma, Dev Rishi, et al.
Published: (2024)

Using Multi-Instance Learning to Identify Unique Polyps in Colon Capsule Endoscopy Images
by: Sharma, Puneet, et al.
Published: (2026)

CapsoNet: A CNN-Transformer Ensemble for Multi-Class Abnormality Detection in Video Capsule Endoscopy
by: Samal, Arnav, et al.
Published: (2024)

Transformer-Based Wireless Capsule Endoscopy Bleeding Tissue Detection and Classification
by: Alawode, Basit, et al.
Published: (2024)

Learning to Adapt Foundation Model DINOv2 for Capsule Endoscopy Diagnosis
by: Zhang, Bowen, et al.
Published: (2024)

Divide-then-Diagnose: Weaving Clinician-Inspired Contexts for Ultra-Long Capsule Endoscopy Videos
by: Liu, Bowen, et al.
Published: (2026)

Exploring Self-Supervised Learning with U-Net Masked Autoencoders and EfficientNet-B7 for Improved Gastrointestinal Abnormality Classification in Video Capsule Endoscopy
by: Kancharla, Vamshi Krishna, et al.
Published: (2024)

A Robust Pipeline for Classification and Detection of Bleeding Frames in Wireless Capsule Endoscopy using Swin Transformer and RT-DETR
by: Alavala, Sasidhar, et al.
Published: (2024)

ZeroSmooth: Training-free Diffuser Adaptation for High Frame Rate Video Generation
by: Yang, Shaoshu, et al.
Published: (2024)

EndoOOD: Uncertainty-aware Out-of-distribution Detection in Capsule Endoscopy Diagnosis
by: Tan, Qiaozhi, et al.
Published: (2024)

Dynamic and Compressive Adaptation of Transformers From Images to Videos
by: Zhang, Guozhen, et al.
Published: (2024)

FUSECAPS: Investigating Feature Fusion Based Framework for Capsule Endoscopy Image Classification
by: Chakraborty, Bidisha, et al.
Published: (2024)

Artificial Intelligence in Gastrointestinal Bleeding Analysis for Video Capsule Endoscopy: Insights, Innovations, and Prospects (2008-2023)
by: Singh, Tanisha, et al.
Published: (2024)

Learned Rate Control for Frame-Level Adaptive Neural Video Compression via Dynamic Neural Network
by: Zhang, Chenhao, et al.
Published: (2025)

CapCLIP: A Vision-Language Representation Alignment Approach for Wireless Capsule Endoscopy Analysis
by: Wahab, Haroon, et al.
Published: (2026)

Capsule Endoscopy Multi-classification via Gated Attention and Wavelet Transformations
by: Panchananam, Lakshmi Srinivas, et al.
Published: (2024)

Next-Frame Decoding for Ultra-Low-Bitrate Image Compression with Video Diffusion Priors
by: Chen, Yunuo, et al.
Published: (2026)

TempoMaster: Efficient Long Video Generation via Next-Frame-Rate Prediction
by: Ma, Yukuo, et al.
Published: (2025)