Cover Image

Efficient Feature Compression for Machines with Global Statistics Preservation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Eimon, Md Eimran Hossain, Choi, Hyomin, Racapé, Fabien, Ulhaq, Mateen, Adzic, Velibor, Kalva, Hari, Furht, Borko
Format:	Preprint
Published:	2025
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

Emerging Standards for Machine-to-Machine Video Coding
by: Eimon, Md Eimran Hossain, et al.
Published: (2025)

Feature Coding for Scalable Machine Vision
by: Eimon, Md Eimran Hossain, et al.
Published: (2025)

Enabling Next-Generation Consumer Experience with Feature Coding for Machines
by: Eimon, Md Eimran Hossain, et al.
Published: (2025)

ROI-Packing: Efficient Region-Based Compression for Machine Vision
by: Eimon, Md Eimran Hossain, et al.
Published: (2025)

New VVC profiles targeting Feature Coding for Machines
by: Eimon, Md Eimran Hossain, et al.
Published: (2025)

Feature Compression for Machines with Range-Based Channel Truncation and Frame Packing
by: Merlos, Juan, et al.
Published: (2025)

Byte-level generative predictions for forensics multimedia carving
by: Lee, Jaewon, et al.
Published: (2026)

DeDelayed: Deleting Remote Inference Delay via On-Device Correction
by: Jacobellis, Dan, et al.
Published: (2025)

Variable-Rate Learned Image Compression with Multi-Objective Optimization and Quantization-Reconstruction Offsets
by: Kamisli, Fatih, et al.
Published: (2024)

CompressAI-Vision: Open-source software to evaluate compression methods for computer vision tasks
by: Choi, Hyomin, et al.
Published: (2025)

Learned Compression for Images and Point Clouds
by: Ulhaq, Mateen
Published: (2024)

Scalable Human-Machine Point Cloud Compression
by: Ulhaq, Mateen, et al.
Published: (2024)

Learned Compression of Encoding Distributions
by: Ulhaq, Mateen, et al.
Published: (2024)

How Universal Are SAM2 Features?
by: Atani, Masoud Khairi, et al.
Published: (2025)

Wrapper-Aware Rate-Distortion Optimization in Feature Coding for Machines
by: Fernández-Menduiña, Samuel, et al.
Published: (2026)

OD-VIRAT: A Large-Scale Benchmark for Object Detection in Realistic Surveillance Environments
by: Ullah, Hayat, et al.
Published: (2025)

Context Adaptive Extended Chain Coding for Semantic Map Compression
by: Yang, Runyu, et al.
Published: (2026)

Dark Transformer: A Video Transformer for Action Recognition in the Dark
by: Ulhaq, Anwaar
Published: (2024)

Efficient Diffusion Models for Vision: A Survey
by: Ulhaq, Anwaar, et al.
Published: (2022)

Estimating Body Volume and Height Using 3D Data
by: Sonar, Vivek Ganesh, et al.
Published: (2024)

Efficient Learned Image Compression Through Knowledge Distillation
by: Allemand, Fabien, et al.
Published: (2025)

Efficient Token Compression for Vision Transformer with Spatial Information Preserved
by: Mao, Junzhu, et al.
Published: (2025)

Personalized Federated Segmentation with Shared Feature Aggregation and Boundary-Focused Calibration
by: Tashdeed, Ishmam, et al.
Published: (2025)

CCAD: Compressed Global Feature Conditioned Anomaly Detection
by: Jin, Xiao, et al.
Published: (2025)

Privacy-Preserving Empathy Detection in Video Interactions
by: Hasan, Md Rakibul, et al.
Published: (2025)

GaussianVideo: Efficient Video Representation and Compression by Gaussian Splatting
by: Lee, Inseo, et al.
Published: (2025)

Accurate and Efficient Urban Street Tree Inventory with Deep Learning on Mobile Phone Imagery
by: Khan, Asim, et al.
Published: (2024)

Breaking the Statistical Similarity Trap in Extreme Convection Detection
by: Munim, Md Tanveer Hossain
Published: (2025)

Temporal Misalignment in ANN-SNN Conversion and Its Mitigation via Probabilistic Spiking Neurons
by: Bojković, Velibor, et al.
Published: (2025)

Bidirectional Feature-aligned Motion Transformation for Efficient Dynamic Point Cloud Compression
by: Deng, Xuan, et al.
Published: (2025)

An Efficient Adaptive Compression Method for Human Perception and Machine Vision Tasks
by: Liu, Lei, et al.
Published: (2025)

Stereo Image Coding for Machines with Joint Visual Feature Compression
by: Jin, Dengchao, et al.
Published: (2025)

Video Anomaly Detection in 10 Years: A Survey and Outlook
by: Abdalla, Moshira, et al.
Published: (2024)

PlateSegFL: A Privacy-Preserving License Plate Detection Using Federated Segmentation Learning
by: Anuvab, Md. Shahriar Rahman, et al.
Published: (2024)

Adaptive Local Binary Pattern: A Novel Feature Descriptor for Enhanced Analysis of Kidney Abnormalities in CT Scan Images using ensemble based Machine Learning Approach
by: Hossain, Tahmim, et al.
Published: (2024)

Preserving Spectral Structure and Statistics in Diffusion Models
by: Yan, Baohua, et al.
Published: (2025)

Discontinuity-preserving Normal Integration with Auxiliary Edges
by: Kim, Hyomin, et al.
Published: (2024)

Involution-Infused DenseNet with Two-Step Compression for Resource-Efficient Plant Disease Classification
by: Ahmed, T., et al.
Published: (2025)

SPACT18: Spiking Human Action Recognition Benchmark Dataset with Complementary RGB and Thermal Modalities
by: Ashraf, Yasser, et al.
Published: (2025)

Image Coding for Machines via Feature-Preserving Rate-Distortion Optimization
by: Fernández-Menduiña, Samuel, et al.
Published: (2025)