ABOUT NEURAL NETWORKS PROJECT 2014 – 2015
Neurons And Synapses Are Realized As Individual Silica Cores In A Multi-Core Fiber. Optical Signals Are Transferred Transversely Between Cores By Means Of Optical Coupling. Pump Driven Amplification In Erbium-Doped 2014 2015 IEEE Neural Project Centers In Chennai Cores Mimics Synaptic Interactions. We Simulated Three-Layered Feed-Forward Neural Networks And Explored Their Capabilities. Simulations Suggest That Networks Can Differentiate Between Given Inputs Depending On Specific Configurations Of Amplification; This Implies Classification And Learning Capabilities. Finally, We Tested Experimentally Our Basic Neuronal Elements Using Fibers, Couplers, And Amplifiers, And Demonstrated That This Configuration Implements A Neuron-Like Function.
Neural Networks Facilitates Real-Time Parallel Processing Of Massive Data Sets. Optical Neural Networks 2014 2015 IEEE Projects Offer Low-Volume 3D Connectivity Together With Large Bandwidth And Minimal Heat Production In Contrast To Electronic Implementation. Here, We Present A Conceptual Design For In-Fiber Optical Neural Networks.
| SNO | Projects List |
| 1 | Adaptive Fingerprint Image Enhancement With Emphasis on Preprocessing of Data Image Processing |
| 2 | An Optimized Wavelength Band Selection for Heavily Pigmented Iris Recognition Image Processing |
| 3 | Analysis Operator Learning and its Application to Image Reconstruction Image Processing |
| 4 | Compressive Framework for Demosaicing of Natural Images Image Processing |
| 5 | Context-Based Hierarchical Unequal Merging for SAR Image Segmentation Image Processing |
| 6 | Context-Dependent Logo Matching and Recognition Image Processing |
| 7 | Estimating Information from Image Colors: An Application to Digital Cameras and Natural Scenes Image Processing |
| 8 | General Framework to Histogram-Shifting-Based Reversible Data Hiding Image Processing |
| 9 | Latent Fingerprint Matching Using Descriptor-Based Hough Transform Image Processing |
| 10 | Local Directional Number Pattern for Face Analysis: Face and Expression Recognition Image Processing |
| 11 | Noise Reduction Based on Partial-Reference, Dual-Tree Complex Wavelet Transform Shrinkage Image Processing |
| 12 | Revealing the Traces of JPEG Compression Anti-Forensics Image Processing |
| 13 | Reversible Data Hiding With Optimal Value Transfer Image Processing |
| 14 | Reversible Watermarking Based on Invariant Image Classification and Dynamic Histogram Shifting Image Processing |
| 15 | Scene Text Detection via Connected Component Clustering and Nontext Filtering Image Processing |
| 16 | A Watermarking based medical Image Integrity Control System and an Image Moment Signature for Tampering Characterization Image Processing |
| 17 | A Hybrid Multiview Stereo Algorithm for Modeling Urban Scenes Image Processing |
| 18 | Adaptive Fingerprint Image Enhancement with Emphasis on Preprocessing of data Image Processing |
| 19 | Hyperspectral Imagery Restoration Using Nonlocal Spectral – Spatial Structured Sparse Representation with Noise Estimation Image Processing |
| 20 | Image Size Invariant Visual Cryptography for General Access Structures Subject to Display Quality Constraints Image Processing |
| 21 | Interactive Segmentation for Change Detection in Multispectral Remote Sensing Images Image Processing |
| 22 | Intra-and-Inter-Constraint based Video Enhancement based on Piecewise Tone Mapping Image Processing |
| 23 | LDFT based Watermarking Resilient to Local Desynchronization Attacks Image Processing |
| 24 | Rich Intrinsic Image Decomposition of Outdoor Scenes from Multiple Views Image Processing |
| 25 | Secure Watermarking for Multimedia Content Protection: A Review of its Benefits and Open Issues Image Processing |
| 26 | Robust Hashing for Image Authentication using Zernike Moments and Local Features Image Processing |
| 27 | Query Adaptive Image Search with Hash Codes Image Processing |
| 28 | Regional Spatially Adaptive Total Variation Super-Resolution with Spatial Information Filtering and Clustering Image Processing |
| 29 | Automatic Detection and Reconstruction of Building Radar Footprints From Single VHR SAR Images Image Processing |
