Digital Image Processing

Computer vision is merging with Artificial Intelligence and this blend is having huge possibilities. Computer vision applications gives the ability to computer systems to see. It enhances the ability of computer systems to overlay important information. Webtinix AI is a digital image processing service provider company in India that is providing solutions in the image processing and computer vision. Image processing has a wide variety of applications like object detection and identification, image recognition, face detection, 3D reconstruction, medical image processing, computer photography and many more.
Our Image processing application services based on recognition/classification and tracking, optical Character recognition application (OCR), Content-based Image retrieval (CBIR), 3D vision measurements, Image Color Detection, Face detection recognition, 2D Image to 3D Image Conversion, Image editing and Scaling, Digital Watermark and Signature and computer vision applications. There are plenty of possible digital Image processing services done only with machine learning.

Why image processing?
Image processing is a process to convert an image into digital form and perform some operations on the image to extract the information from the image or enhance the quality of the image. Image processing systems perceive images as two-dimensional signals and applying signal processing methods to the images.

Basically image processing has five basic purposes i.e :

  • Measurement of pattern helps to identify various objects in the image by analyzing the patterns in the images.
  • Digital image processing services are used to identify the objects that are not visible through human eyes.
  • Digital imaging improves the quality of the image by restoration and sharpening.
  • Image retrieval system helps to return an image from large datasets by browsing and searching.
  • It can help in distinguishing very similar objects in the same image or can distinguish objects in different images.

What Webtunix offers?
Webtunix AI offers various advanced digital Image processing services through where pictures can be enhanced, modified and quality of images can be generated. These quality images attract your customers and increase your sales. Our applications of artificial intelligence will include digital image processing services, computer vision applications, optical character recognition apps and many more.

Our Digital Image Processing Services Includes :

  • Real-time Camera-based Applications Eg:- Automated Traffic Counting and Classification (ATCC), Denoising of images using fuzzy logic.
  • Noise Removal and Pre-processing Eg- De-Blurring Images, Image in Painting.
  • Object detection and tracking Eg. Skin Analysis, Road Sign, Traffic Signals,store audit.
  • Image Selection and Filtering, Image thresholding
  • Image Cleansing and Extraction
  • Denoising of images using fuzzy logic.
  • Recognition of images like face recognition, object recognition and pattern recognition.
  • Iris Recognition using Retina detection of eye
  • Feature extraction, Edge detection.
  • Bio-metric Identification and verification, Fingerprint matching with fuzzy.
  • Image watermarking, steganography.
  • Detection of car’s number.
  • Change in color space.
  • Geometrical transformation.
  • Image transform using OpenCV
  • Image forgery detection, segmentation.

Benefits of image processing
Image processing is used in various fields like biology, astronomy, security (Biometrics), contrast adjustment, noise removal, edge detection, region detection (segmentation), Image compression, digital inpainting, remote sensing and medical imaging. All of these computer vision applications have real life significance. There is a serious need for digital image processing services such as for security purpose (weapon detection), biometrics and to extract features.
If you are searching for a company of Artificial Intelligence services consulting then Webtunix AI is the best organization, which provides image processing services, designs algorithm using Python to achieve maximum accuracy. Our designs are optimized to use advanced data structure algorithms to achieve maximum accuracy and throughput. We even offer research and innovation which starts from the basic research to applied research where the focus is always to lead towards technological development.

At Webtunix AI, we are using latest and best techniques to implement the digital image processing. The steps involved are:

1. Organize and Identify Images :
The first step in image recognition system is to organize and identify the images. Computer vision applications imitates the human vision to identify the objects in the images. The computer analyzes the image in the form of raster or vector image. A raster is a number of pixels with discrete numerical values. The first step in identifying the images is to classify the images by extracting the important information and leaving the non-important information.

2. Build a predictive model :
In this step, the classification algorithm takes vector images as the input and gives output in the form of a class label. The classification algorithm is first trained by the huge amount of datasets. This helps in building the predictive model. The predictive model also requires neural networks for their operation. There are numerous algorithms for image classification. For eg K-nearest neighbor (KNN), support vector machines, logistic regression etc.

3. Recognize images :
This is the last step in image recognition system. In this step, the training data, image data, and test data are organized. In this step, duplicate images are to be removed. The data is then fed to the model to recognize the images. The classification system identifies the images by matching it to the database and we get the desired output.

Webtunix AI is delivering digital image processing services to all across the world some of them are :

Automatic Number Plate Recognition :
The Number Plate Recognition System is based on the concept of optical character recognition to identify the number written on the number plate. Or, we can say that NPR takes an image of the vehicle as the input and outputs the number written on the number plate. This will help in getting the details of the vehicle and vehicle owner.

The Number Plate Recognition System requires stationary cameras to be employed on streetlights, parking areas, signboards that can monitor the vehicles 24 hours a day. The NPR system is based on artificial intelligence applications in which machine has the capability to learn through experience and deliver better results. Some other core features supported are face detection, barcode reading, image recognition etc.

Face Detection and Recognition System :
The definition of face detection system refers to computer vision applications which identifies the presence of people within digital images or real-time videos. This is only possible to compare the selected facial features from the image and face database. In order to work for face recognition, applications use machine learning algorithms which are well-known to detect the human faces in larger images or real-time videos. These large images might contain various objects that aren't human faces such as vehicles, buildings, and many others. Face detection and recognition is a broader level of terms which covers the face detection, object identification, blur removal, feature selection, face recognition and many others.

Object Detection and Recognition :
Computer Vision applications supports various Machine learning approaches like object detection Recognition, image classification, Blur detection and removal, Image Inpainting, Image tagging and filtering and many more. Detecting and recognizing the unstructured objects in unstructured environments is one the challenging task in research. There are plenty of Machine learning and deep learning libraries are available like Convolutional neural networks which learn automatically from the features of input data. These batches of feature classify the images and represent the compact representation which is suitable for image classification and image retrieval.

At Webtunix AI, we are providing Artificial Intelligence services which cover all digital image processing services and object identification services. This is helping the organizations o become more intelligent in their services.