11 citations · 17 across the 8 of their papers we have counts for
10 papers
Variable-Rate Learned Image Compression with Multi-Objective Optimization and Quantization-Reconstruction Offsets
Fatih Kamisli, Fabien Racape, Hyomin Choi
Achieving successful variable bitrate compression with computationally simple algorithms from a single end-to-end learned image or video compression model remains a challenge. Many…
Learned Lossless Image Compression Through Interpolation With Low Complexity
Fatih Kamisli
With the increasing popularity of deep learning in image processing, many learned lossless image compression methods have been proposed recently. One group of algorithms that have…
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 Image and Intra-frame Compression with Integer-to-Integer DST
Fatih Kamisli
Video coding standards are primarily designed for efficient lossy compression, but it is also desirable to support efficient lossless compression within video coding standards usin…
Lossless Intra Coding in HEVC with Integer-to-Integer DST
Fatih Kamisli
It is desirable to support efficient lossless coding within video coding standards, which are primarily designed for lossy coding, with as little modification as possible. A simple…
Lossless Compression in HEVC with Integer-to-Integer Transforms
Fatih Kamisli
Many approaches have been proposed to support lossless coding within video coding standards that are primarily designed for lossy coding. The simplest approach is to just skip tran…
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…
Lossless Intra Coding in HEVC with 3-tap Filters
Saeed R. Alvar, Fatih Kamisli
This paper presents a pixel-by-pixel spatial prediction method for lossless intra coding within High Efficiency Video Coding (HEVC). A well-known previous pixel-by-pixel spatial pr…