2 citations · 2 across the 3 of their papers we have counts for
4 papers
Image Compression With Learned Lifting-Based DWT and Learned Tree-Based Entropy Models
Ugur Berk Sahin, Fatih Kamisli
This paper explores learned image compression based on traditional and learned discrete wavelet transform (DWT) architectures and learned entropy models for coding DWT subband coef…
A Learned Pixel-by-Pixel Lossless Image Compression Method with 59K Parameters and Parallel Decoding
Sinem Gumus, Fatih Kamisli
This paper considers lossless image compression and presents a learned compression system that can achieve state-of-the-art lossless compression performance but uses only 59K param…
End-to-End Learned Block-Based Image Compression with Block-Level Masked Convolutions and Asymptotic Closed Loop Training
Fatih Kamisli
Learned image compression research has achieved state-of-the-art compression performance with auto-encoder based neural network architectures, where the image is mapped via convolu…
Lossless Intra Coding in HEVC with Adaptive 3-tap Filters
Saeed Ranjbar Alvar, Fatih Kamisli
In pixel-by-pixel spatial prediction methods for lossless intra coding, the prediction is obtained by a weighted sum of neighbouring pixels. The proposed prediction approach in thi…