Using Huffman code to encode and compress the secret text data along with using histogram shifting to encode the data into the image. steganographyimage-encryptionimage-steganographytext-compressiontext-encodingsteganography-algorithmsimage-encodingpython-steganography ...
Cryptographically secure by encrypting the invisible secret using AES-256-CTR. Uses 6 Invisible characters in unicode characters that works everywhere in the web - Tweets, Gmail, WhatsApp, Telegram, Instagram, Facebook, and many more! Maximum Compression to reduce the payload (LZ, Huffman). ...
both PBWT and gPBWT permute the rows based on the previous rows. This maximizes the compression efficiency because the genotypes of adjacent locations or positions tend to be highly correlated. Range coding is an entropy coding method that works by dividing a large range of integers, representing...
Thus, the need for efficient lossless compression methods for NGS reads arises. It has been shown that NGS-specific compression schemes can improve results over generic compression methods, such as the Lempel-Ziv algorithm, Burrows-Wheeler transform, or Arithmetic Coding. When a reference genome is...
incorporate compression, redundant encodings, parity checks and error correction - three of which are central aspects of our own work. Goldman and colleagues in 2013 describe the encoding and reconstruction of various computer files totaling 739 kb [4]. The digital information was first Huffman coded...
To conserve the data stream, the encoding phase employs compression techniques such as Huffman coding and run-length encoding. While these methods manage to reduce the bitrate without compromising image integrity, they can inadvertently add some noise. Recognizing that low-resolution text images in ...
Y Gong, L Liu, M Yang, LD Bourdev, Compressing deep convolutional networks using vector quantization. CoRR.abs/1412.6115:(2014). S Han, H Mao, WJ Dally, Deep compression: Compressing deep neural network with pruning, trained quantization and huffman coding. CoRR.abs/1510.00149:(2015). ...
[24], a three-stage compression pipeline is proposed: prune the important connections of the network, then achieve weight sharing by quantizing the weights, and finally apply Huffman coding to further remove the redundancy. This method achieves remarkable results on model size compression and time ...
Huffman coding JS (TypeScript) Huffman code is a particular type of optimal prefix code that is commonly used for lossless data compression. This is the implementation of the algorithm on TypeScript. Installation Clone this repository and install modules: ...
Other compression techniques such as Huffman Benchmarking against other compressions and add numbers to README Support for other language modeling softwares such as VLLM Compress multiple strings in batch Citation Thanks to DeepMind implementation for helping me implement Arithmetic coding in Python. I ...