Nam Le

16 papers A 1B 2C 5Misc 1Journal 6Unranked 1
YearRankTypeTitle / Venue / Authors
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
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 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
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
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
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
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 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
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