Honglei Zhang

Int. J. Semantic Comput., December, 2024

Packed Regions Information SEI Message.

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[DOI]

Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2024

Luma Range Scaling for Enhanced VVC Efficiency in Video Coding for Machines.

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[DOI]

Proceedings of the 26th IEEE International Workshop on Multimedia Signal Processing, 2024

Feasibility Study of Multi-Layer VVC Coding Scheme for Hybrid Machine-Human Consumption.

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[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Competitive Learning For Achieving Content-Specific Filters In Video Coding For Machines.

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[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2024

2023

Overfitting NN loop-filters in video coding.

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[DOI]

Tapio Elomaa

Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2023

Region of Interest Enabled Learned Image Coding for Machines.

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[DOI]

Proceedings of the 25th IEEE International Workshop on Multimedia Signal Processing, 2023

NN-VVC: Versatile Video Coding boosted by self-supervisedly learned image coding for machines.

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[DOI]

Proceedings of the IEEE International Symposium on Multimedia, 2023

Stabilizing the Convolution Operations for Neural Network-Based Image and Video Codecs for Machines.

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[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2023

2022

Leveraging progressive model and overfitting for efficient learned image compression.

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[DOI]

Emre Aksu

CoRR, 2022

On the Importance of Temporal Dependencies of Weight Updates in Communication Efficient Federated Learning.

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[DOI]

Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022

The Lottery Ticket Adaptation for Neural Video Coding.

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[DOI]

Proceedings of the IEEE International Symposium on Multimedia, 2022

Low-precision post-filtering in video coding.

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[DOI]

Proceedings of the IEEE International Symposium on Multimedia, 2022

TMD: Transformed Mesh Decoder for Mesh Animation.

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[DOI]

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Adaptive Multi-Scale Progressive Probability Model for Lossless Image Compression.

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[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Stochastic Binary-Ternary Quantization for Communication Efficient Federated Computation.

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[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Bridging the Gap Between Image Coding for Machines and Humans.

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[DOI]

Emre Aksu

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Content-Adaptive Neural Network Post-Processing Filter with NNR-Coded Weight-Updates.

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[DOI]

María Santamaría

Jani Lainema

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Overfitting multiplier parameters for content-adaptive post-filtering in video coding.

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[DOI]

Hamed R. Tavakoli

Proceedings of the 10th European Workshop on Visual Information Processing, 2022

2021

Learn to overfit better: finding the important parameters for learned image compression.

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[DOI]

María Santamaría

Yat-Hong Lam

Proceedings of the International Conference on Visual Communications and Image Processing, 2021

Adaptation and Attention for Neural Video Coding.

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[DOI]

Nannan Zou

Proceedings of the IEEE International Symposium on Multimedia, 2021

Enhancing Image Coding for Machines with Compressed Feature Residuals.

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[DOI]

Joni Seppälä

Emre Aksu

Proceedings of the IEEE International Symposium on Multimedia, 2021

Content-adaptive convolutional neural network post-processing filter.

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[DOI]

Proceedings of the IEEE International Symposium on Multimedia, 2021

Learned Enhancement Filters for Image Coding for Machines.

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[DOI]

Jukka I. Ahonen

Proceedings of the IEEE International Symposium on Multimedia, 2021

Learned Image Coding for Machines: A Content-Adaptive Approach.

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[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Hybrid Pruning And Sparsification.

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[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Mind The Structure: Adopting Structural Information For Deep Neural Network Compression.

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[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Image Coding For Machines: an End-To-End Learned Approach.

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[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Learned Video Compression With Intra-Guided Enhancement and Implicit Motion Information.

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[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

L<sup>2</sup>C - Learning to Learn to Compress.

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[DOI]

Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020

End-to-End Learning for Video Frame Compression with Self-Attention.

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[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Lossless Image Compression Using a Multi-scale Progressive Statistical Model.

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[DOI]

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019

Graph Analysis and Applications in Clustering and Content-based Image Retrieval.

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[DOI]

PhD thesis, 2019

High-Resolution Water Segmentation for Autonomous Unmanned Surface Vehicles: a Novel Dataset and Evaluation.

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[DOI]

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

2018

Finding Better Topologies for Deep Convolutional Neural Networks by Evolution.

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[DOI]

CoRR, 2018

Data Clustering Based on Community Structure in Mutual k-Nearest Neighbor Graph.

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[DOI]

Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018

Unsupervised Facial Image De-occlusion with Optimized Deep Generative Models.

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[DOI]

Proceedings of the Eighth International Conference on Image Processing Theory, 2018

Feature Dimensionality Reduction with Graph Embedding and Generalized Hamming Distance.

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[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

Outlier edge detection using random graph generation models and applications.

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[DOI]

J. Big Data, 2017

A k-nearest neighbor multilabel ranking algorithm with application to content-based image retrieval.

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[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Limited random walk algorithm for big graph data clustering.

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[DOI]

J. Big Data, 2016

2014

Tut MUVIS image retrieval system proposal for MSR-Bing challenge 2014.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Cardinal sparse partial least square feature selection and its application in face recognition.

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[DOI]