Honglei Zhang

63 papers A 2B 9C 18Misc 2Journal 16Unranked 15
YearRankTypeTitle / Venue / Authors
2025 C conf
A Hybrid Framework Integrating End-to-End Learned Image Codec with Conventional Codec.
PCS
Nannan Zou, Antti Hallapuro, Francesco Cricri, Honglei Zhang, A. Burakhan Koyuncu, Jukka I. Ahonen, Miska M. Hannuksela, Esa Rahtu
2025 — conf
Adaptive Luma Range Optimization in Visual Coding for Machines.
ICIPW
Tero Partanen, Alexandre Mercat, Jarno Vanne, Miska M. Hannuksela, Honglei Zhang, Alireza Aminlou, Francesco Cricri
2025 C conf
Evaluating the Emerging MPEG Video Coding for Machines in Semantic Segmentation.
ISM
Khoa Dang Pham, Farhad Pakdaman, Honglei Zhang, Hamed Rezazadegan Tavakoli, Nam Le, Jukka I. Ahonen, Moncef Gabbouj
2025 C conf
Learned Image Codec with Progressive Multi-Scale Probability Model for Streaming in Unreliable Communication Channels.
MMSP
Honglei Zhang, A. Burakhan Koyuncu, Jukka I. Ahonen, Nannan Zou, Francesco Cricri
2025 C conf
Task Enhancement Tiles for Ultra Lightweight Post-processing in Visual Coding for Machines.
PCS
Tero Partanen, Alban Marie, Rudolf Kortelahti, Alexandre Mercat, Jarno Vanne, Miska M. Hannuksela, Honglei Zhang, Alireza Aminlou, Francesco Cricri
2024 J jnl
Bridging the gap between image coding for machines and humans.
CoRR
Nam Le, Honglei Zhang, Francesco Cricri, Ramin Ghaznavi Youvalari, Hamed Rezazadegan Tavakoli, Emre Aksu, Miska M. Hannuksela, Esa Rahtu
2024 B conf
Competitive Learning For Achieving Content-Specific Filters In Video Coding For Machines.
ICIP
Honglei Zhang, Jukka I. Ahonen, Nam Le, Ruiying Yang, Francesco Cricri
2024 J jnl
Competitive Learning for Achieving Content-specific Filters in Video Coding for Machines.
CoRR
Honglei Zhang, Jukka I. Ahonen, Nam Le, Ruiying Yang, Francesco Cricri
2024 A conf
Feasibility Study of Multi-Layer VVC Coding Scheme for Hybrid Machine-Human Consumption.
ICME
Jaakko Laitinen, Tero Partanen, Alexandre Mercat, Jarno Vanne, Miska M. Hannuksela, Honglei Zhang, Alireza Aminlou, Francesco Cricri
2024 C conf
Luma Range Scaling for Enhanced VVC Efficiency in Video Coding for Machines.
MMSP
Tero Partanen, Alban Marie, Alexandre Mercat, Jarno Vanne, Miska M. Hannuksela, Honglei Zhang, Alireza Aminlou, Francesco Cricri
2024 J jnl
NN-VVC: A Hybrid Learned-Conventional Video Codec Targeting Humans and Machines.
Int. J. Semantic Comput.
Jukka I. Ahonen, Nam Le, Honglei Zhang, Antti Hallapuro, Francesco Cricri, Hamed Rezazadegan Tavakoli, Miska M. Hannuksela, Esa Rahtu
2024 J jnl
NN-VVC: Versatile Video Coding boosted by self-supervisedly learned image coding for machines.
CoRR
Jukka I. Ahonen, Nam Le, Honglei Zhang, Antti Hallapuro, Francesco Cricri, Hamed Rezazadegan Tavakoli, Miska M. Hannuksela, Esa Rahtu
2024 C conf
Packed Regions Information SEI Message.
VCIP
Jill M. Boyce, Miska M. Hannuksela, Honglei Zhang, Antti Hallapuro
2023 C conf
NN-VVC: Versatile Video Coding boosted by self-supervisedly learned image coding for machines.
ISM
Jukka I. Ahonen, Nam Le, Honglei Zhang, Antti Hallapuro, Francesco Cricri, Hamed Rezazadegan Tavakoli, Miska M. Hannuksela, Esa Rahtu
2023 C conf
Overfitting NN loop-filters in video coding.
VCIP
Ruiying Yang, María Santamaría, Francesco Cricri, Honglei Zhang, Jani Lainema, Ramin Ghaznavi Youvalari, Miska M. Hannuksela, Tapio Elomaa
2023 C conf
Region of Interest Enabled Learned Image Coding for Machines.
MMSP
Jukka I. Ahonen, Nam Le, Honglei Zhang, Francesco Cricri, Esa Rahtu
2023 — conf
Stabilizing the Convolution Operations for Neural Network-Based Image and Video Codecs for Machines.
ICME Workshops
Honglei Zhang, Nam Le, Francesco Cricri, Jukka I. Ahonen, Hamed Rezazadegan Tavakoli
2022 B conf
Adaptive Multi-Scale Progressive Probability Model for Lossless Image Compression.
ICIP
Honglei Zhang, Francesco Cricri, Nannan Zou, Hamed R. Tavakoli, Miska M. Hannuksela
2022 B conf
Bridging the Gap Between Image Coding for Machines and Humans.
ICIP
Nam Le, Honglei Zhang, Francesco Cricri, Ramin Ghaznavi Youvalari, Hamed Rezazadegan Tavakoli, Emre Aksu, Miska M. Hannuksela, Esa Rahtu
2022 B conf
Content-Adaptive Neural Network Post-Processing Filter with NNR-Coded Weight-Updates.
ICIP
María Santamaría, Francesco Cricri, Jani Lainema, Ramin Ghaznavi Youvalari, Honglei Zhang, Miska M. Hannuksela
2022 J jnl
Leveraging progressive model and overfitting for efficient learned image compression.
CoRR
Honglei Zhang, Francesco Cricri, Hamed Rezazadegan Tavakoli, Emre Aksu, Miska M. Hannuksela
2022 C conf
Low-precision post-filtering in video coding.
ISM
Ruiying Yang, María Santamaría, Francesco Cricri, Honglei Zhang, Jani Lainema, Ramin Ghaznavi Youvalari, Miska M. Hannuksela
2022 C conf
On the Importance of Temporal Dependencies of Weight Updates in Communication Efficient Federated Learning.
VCIP
Homayun Afrabandpey, Rangu Goutham, Honglei Zhang, Francesco Criri, Emre Aksu, Hamed R. Tavakoli
2022 — conf
Overfitting multiplier parameters for content-adaptive post-filtering in video coding.
EUVIP
María Santamaría, Ruiying Yang, Francesco Cricri, Honglei Zhang, Jani Lainema, Ramin Ghaznavi Youvalari, Hamed R. Tavakoli, Miska M. Hannuksela
2022 B conf
Stochastic Binary-Ternary Quantization for Communication Efficient Federated Computation.
ICIP
Rangu Goutham, Homayun Afrabandpey, Francesco Cricri, Honglei Zhang, Emre Aksu, Miska M. Hannuksela, Hamed R. Tavakoli
2022 B conf
TMD: Transformed Mesh Decoder for Mesh Animation.
ICPR
Peter Fasogbon, Honglei Zhang, Francesco Cricri, Hamed R. Tavakoli, Emre Aksu
2022 C conf
The Lottery Ticket Adaptation for Neural Video Coding.
ISM
Nannan Zou, Francesco Cricri, Honglei Zhang, Hamed R. Tavakoli, Miska M. Hannuksela, Esa Rahtu
2021 C conf
Adaptation and Attention for Neural Video Coding.
ISM
Nannan Zou, Honglei Zhang, Francesco Cricri, Ramin Ghaznavi Youvalari, Hamed R. Tavakoli, Jani Lainema, Emre Aksu, Miska M. Hannuksela, Esa Rahtu
2021 J jnl
Adaptation and Attention for Neural Video Coding.
CoRR
Nannan Zou, Honglei Zhang, Francesco Cricri, Ramin Ghaznavi Youvalari, Hamed R. Tavakoli, Jani Lainema, Emre Aksu, Miska M. Hannuksela, Esa Rahtu
2021 C conf
Content-adaptive convolutional neural network post-processing filter.
ISM
María Santamaría, Yat-Hong Lam, Francesco Cricri, Jani Lainema, Ramin Ghaznavi Youvalari, Honglei Zhang, Miska M. Hannuksela, Esa Rahtu, Moncef Gabbouj
2021 C conf
Enhancing Image Coding for Machines with Compressed Feature Residuals.
ISM
Joni Seppälä, Honglei Zhang, Nam Le, Ramin Ghaznavi Youvalari, Francesco Cricri, Hamed Rezazadegan Tavakoli, Emre Aksu, Miska M. Hannuksela, Esa Rahtu
2021 B conf
Hybrid Pruning And Sparsification.
ICIP
Hamed R. Tavakoli, Joachim Wabnig, Francesco Cricri, Honglei Zhang, Emre Aksu, Iraj Saniee
2021 Misc conf
Image Coding For Machines: an End-To-End Learned Approach.
ICASSP
Nam Le, Honglei Zhang, Francesco Cricri, Ramin Ghaznavi Youvalari, Esa Rahtu
2021 J jnl
Image coding for machines: an end-to-end learned approach.
CoRR
Nam Le, Honglei Zhang, Francesco Cricri, Ramin Ghaznavi Youvalari, Esa Rahtu
2021 C conf
Learn to overfit better: finding the important parameters for learned image compression.
VCIP
Honglei Zhang, Francesco Cricri, Hamed Rezazadegan Tavakoli, María Santamaría, Yat-Hong Lam, Miska M. Hannuksela
2021 C conf
Learned Enhancement Filters for Image Coding for Machines.
ISM
Jukka I. Ahonen, Ramin Ghaznavi Youvalari, Nam Le, Honglei Zhang, Francesco Cricri, Hamed Rezazadegan Tavakoli, Miska M. Hannuksela, Esa Rahtu
2021 A conf
Learned Image Coding for Machines: A Content-Adaptive Approach.
ICME
Nam Le, Honglei Zhang, Francesco Cricri, Ramin Ghaznavi Youvalari, Hamed Rezazadegan Tavakoli, Esa Rahtu
2021 J jnl
Learned Image Coding for Machines: A Content-Adaptive Approach.
CoRR
Nam Le, Honglei Zhang, Francesco Cricri, Ramin Ghaznavi Youvalari, Hamed Rezazadegan Tavakoli, Esa Rahtu
2021 — conf
Learned Video Compression With Intra-Guided Enhancement and Implicit Motion Information.
CVPR Workshops
Nannan Zou, Honglei Zhang, Francesco Cricri, Hamed R. Tavakoli, Jani Lainema, Emre Aksu, Miska M. Hannuksela, Esa Rahtu
2021 J jnl
Lossless Image Compression Using a Multi-Scale Progressive Statistical Model.
CoRR
Honglei Zhang, Francesco Cricri, Hamed R. Tavakoli, Nannan Zou, Emre Aksu, Miska M. Hannuksela
2021 B conf
Mind The Structure: Adopting Structural Information For Deep Neural Network Compression.
ICIP
Homayun Afrabandpey, Anton Muravev, Hamed R. Tavakoli, Honglei Zhang, Francesco Cricri, Moncef Gabbouj, Emre Aksu
2020 — conf
End-to-End Learning for Video Frame Compression with Self-Attention.
CVPR Workshops
Nannan Zou, Honglei Zhang, Francesco Cricri, Hamed R. Tavakoli, Jani Lainema, Emre Aksu, Miska M. Hannuksela, Esa Rahtu
2020 J jnl
End-to-End Learning for Video Frame Compression with Self-Attention.
CoRR
Nannan Zou, Honglei Zhang, Francesco Cricri, Hamed R. Tavakoli, Jani Lainema, Emre Aksu, Miska M. Hannuksela, Esa Rahtu
2020 C conf
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MMSP
Nannan Zou, Honglei Zhang, Francesco Cricri, Hamed R. Tavakoli, Jani Lainema, Miska M. Hannuksela, Emre Aksu, Esa Rahtu
2020 J jnl
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CoRR
Nannan Zou, Honglei Zhang, Francesco Cricri, Hamed R. Tavakoli, Jani Lainema, Miska M. Hannuksela, Emre Aksu, Esa Rahtu
2020 — conf
Lossless Image Compression Using a Multi-scale Progressive Statistical Model.
ACCV (3)
Honglei Zhang, Francesco Cricri, Hamed R. Tavakoli, Nannan Zou, Emre Aksu, Miska M. Hannuksela
2019 — —
Graph Analysis and Applications in Clustering and Content-based Image Retrieval.
Honglei Zhang
2019 — conf
High-Resolution Water Segmentation for Autonomous Unmanned Surface Vehicles: a Novel Dataset and Evaluation.
MLSP
Jussi Taipalmaa, Nikolaos Passalis, Honglei Zhang, Moncef Gabbouj, Jenni Raitoharju
2018 — conf
Data Clustering Based on Community Structure in Mutual k-Nearest Neighbor Graph.
TSP
Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj
2018 B conf
Feature Dimensionality Reduction with Graph Embedding and Generalized Hamming Distance.
ICIP
Honglei Zhang, Moncef Gabbouj
2018 J jnl
Finding Better Topologies for Deep Convolutional Neural Networks by Evolution.
CoRR
Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj
2018 — conf
Unsupervised Facial Image De-occlusion with Optimized Deep Generative Models.
IPTA
Lei Xu, Honglei Zhang, Jenni Raitoharju, Moncef Gabbouj
2017 Misc conf
A k-nearest neighbor multilabel ranking algorithm with application to content-based image retrieval.
ICASSP
Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj
2017 J jnl
Outlier edge detection using random graph generation models and applications.
J. Big Data
Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj
2016 J jnl
Limited Random Walk Algorithm for Big Graph Data Clustering.
CoRR
Honglei Zhang, Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj
2016 J jnl
Limited random walk algorithm for big graph data clustering.
J. Big Data
Honglei Zhang, Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj
2016 J jnl
Outlier Edge Detection Using Random Graph Generation Models and Applications.
CoRR
Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj
2014 — conf
Balance learning to rank in big data.
EUSIPCO
Guanqun Cao, Iftikhar Ahmad, Honglei Zhang, Weiyi Xie, Moncef Gabbouj
2014 — conf
Cardinal sparse partial least square feature selection and its application in face recognition.
EUSIPCO
Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj
2014 — conf
Tut MUVIS image retrieval system proposal for MSR-Bing challenge 2014.
ICME Workshops
Jenni Raitoharju, Honglei Zhang, Ezgi Can Ozan, Muhammad-Adeel Waris, Muhammad Faisal, Guanqun Cao, Mikko Roininen, Iftikhar Ahmad, Ranjeeth Shetty, Stefan Uhlmann, Kaveh Samiee, Serkan Kiranyaz, Moncef Gabbouj
2013 — conf
Analysis of textural features for face biometric anti-spoofing.
EUSIPCO
Muhammad-Adeel Waris, Honglei Zhang, Iftikhar Ahmad, Serkan Kiranyaz, Moncef Gabbouj
2013 — conf
The 2013 face recognition evaluation in mobile environment.
ICB
Manuel Günther, Artur Costa-Pazo, Changxing Ding, Elhocine Boutellaa, Giovani Chiachia, Honglei Zhang, Marcus A. Angeloni, Vitomir Struc, Elie Khoury, Esteban Vázquez-Fernández, Dacheng Tao, Messaoud Bengherabi, David D. Cox, Serkan Kiranyaz, Tiago de Freitas Pereira, Jerneja Zganec-Gros, Enrique Argones-Rúa, Nicolas Pinto, Moncef Gabbouj, Flávio Olmos Simões, Simon Dobrisek, Daniel González-Jiménez, Anderson Rocha, Mário Uliani Neto, Nikola Pavesic, Alexandre Xavier Falcão, Ricardo P. V. Violato, Sébastien Marcel
2013 — conf
The 2nd competition on counter measures to 2D face spoofing attacks.
ICB
Ivana Chingovska, J. Yang, Zhen Lei, Dong Yi, Stan Z. Li, Olga Kähm, Christian Glaser, Naser Damer, Arjan Kuijper, Alexander Nouak, Jukka Komulainen, Tiago Freitas Pereira, Shubham Gupta, Shubham Khandelwal, Shubham Bansal, Ayush K. Rai, Tarun Krishna, Dushyant Goyal, Muhammad-Adeel Waris, Honglei Zhang, Iftikhar Ahmad, Serkan Kiranyaz, Moncef Gabbouj, Roberto Tronci, Maurizio Pili, Nicola Sirena, Fabio Roli, Javier Galbally, Julian Fiérrez, Allan da Silva Pinto, Hélio Pedrini, W. S. Schwartz, Anderson Rocha, André Anjos, Sébastien Marcel