Search
Search Results
-
Symmetric-threshold ReLU for Fast and Nearly Lossless ANN-SNN Conversion
The artificial neural network-spiking neural network (ANN-SNN) conversion, as an efficient algorithm for deep SNNs training, promotes the performance...
-
Lossless audio CODEC using non-repeated dynamic block encoding
In this paper, a lossless audio codec with dynamic block coding has been proposed. In the present technique, audio signal is compressed by...
-
Lossless audio codec based on CNN, weighted tree and arithmetic encoding (LACCWA)
In this paper, an integrated lossless audio codec with improved compression ratio has been proposed using traditional methods as well as...
-
Low power high speed FPGA design of lossless medical image compression using optimal deep neural network
Medical image compression is vital for preserving image quality and optimizing storage and transmission in healthcare facilities. FPGA design faces...
-
Effect of Format Conversion on Source Identification from Audio Recordings: A Study for Forensic Purposes
Source identification from audio recordings is one of the important problems in the forensic domain. In this paper, we study the effect of format...
-
MSAT: biologically inspired multistage adaptive threshold for conversion of spiking neural networks
Spiking neural networks (SNNs) can do inference with low power consumption due to their spike sparsity. Although SNNs can be combined with...
-
Multi-layer permutation-substitution operations based novel lossless multiple color image encryption
This work develops a novel lossless multiple color image encryption based on multi-layer permutation-substitution operations. Initially, sixteen RGB...
-
Image lossless encoding and encryption method of EBCOT Tier1 based on 4D hyperchaos
To satisfy requirements of high security and transmission efficiency in application scenarios with high image quality, an image lossless encryption...
-
Information Lossless Multi-modal Image Generation for RGB-T Tracking
Visible-Thermal infrared(RGB-T) multimodal target representation is a key issue affecting RGB-T tracking performance. It is difficult to train a...
-
High efficiency lossless image recompression algorithm with asymmetric numeral systems for real-time mobile application
JPEG images are widely used by individual users, data centers, cloud storages, and network file systems. The huge transmission and storage bandwidth...
-
Format Conversion
The main reason that so many people use ffmpeg is its amazing ability to convert files from one format to another. ffmpeg supports so many formats...
-
Lossless Method of Constraining Membrane Potential in Deep Spiking Neural Networks
Biologically inspired Spiking Neural Networks (SNNs) offer a promising path toward achieving energy-efficient artificial intelligence systems....
-
Error-Aware Conversion from ANN to SNN via Post-training Parameter Calibration
Spiking Neural Network (SNN), originating from the neural behavior in biology, has been recognized as one of the next-generation neural networks....
-
CIRM-SNN: Certainty Interval Reset Mechanism Spiking Neuron for Enabling High Accuracy Spiking Neural Network
Spiking neural network (SNN) based on sparse trigger and event-driven information processing has the advantages of ultra-low power consumption and...
-
Efficient color image encryption by color-grayscale conversion based on steganography
Traditional image encryption algorithms usually aim to encrypt the RGB channels of color plain images separately. In this paper, a novel dimension...
-
Conversion of Siamese networks to spiking neural networks for energy-efficient object tracking
Recently, spiking neural networks (SNNs), the third generation of neural networks, have shown remarkable capabilities of energy-efficient computing,...
-
ICPCH: A Hybrid Approach for Lossless Dicom Image Compression Using Combined Approach of Linear Predictive Coding and Huffman Coding with Wavelets
Dicom Images play important role in everyday life. Healthcare is the most important urge of human being. Bio- Medical domain has adopted imaging...
-
A near lossless and low complexity image compression algorithm based on fixed threshold DPCM for capsule endoscopy
Compression chip plays a vital role in a wireless capsule endoscopy. It compresses the captured image data to support the limited bandwidth of...
-
Reversible denoising and lifting based color component transformation for lossless image compression
An undesirable side effect of reversible color space transformation, which consists of lifting steps (LSs), is that while removing correlation it...
-
Quality controlled 2D ECG compression using adaptive fourier decomposition
This work presents the recently developed Adaptive Fourier Decomposition (AFD) approach-based ECG compression technique that ensures considerable...
