46 citations · 97 across the 12 of their papers we have counts for
14 papers
Interpretable Plant Leaf Disease Detection Using Attention-Enhanced CNN
Balram Singh, Ram Prakash Sharma, Somnath Dey
Plant diseases pose a significant threat to global food security, necessitating accurate and interpretable disease detection methods. This study introduces an interpretable attenti…
Automatic Signboard Recognition in Low Quality Night Images
Manas Kagde, Priyanka Choudhary, Rishi Joshi +1
An essential requirement for driver assistance systems and autonomous driving technology is implementing a robust system for detecting and recognizing traffic signs. This system en…
DyFFPAD: Dynamic Fusion of Convolutional and Handcrafted Features for Fingerprint Presentation Attack Detection
Anuj Rai, Parsheel Kumar Tiwari, Jyotishna Baishya +2
Automatic fingerprint recognition systems suffer from the threat of presentation attacks due to their wide range of deployment in areas including national borders and commercial ap…
An Open Patch Generator based Fingerprint Presentation Attack Detection using Generative Adversarial Network
Anuj Rai, Ashutosh Anshul, Ashwini Jha +3
The low-cost, user-friendly, and convenient nature of Automatic Fingerprint Recognition Systems (AFRS) makes them suitable for a wide range of applications. This spreading use of A…
EXPRESSNET: An Explainable Residual Slim Network for Fingerprint Presentation Attack Detection
Anuj Rai, Somnath Dey
Presentation attack is a challenging issue that persists in the security of automatic fingerprint recognition systems. This paper proposes a novel explainable residual slim network…
MoSFPAD: An end-to-end Ensemble of MobileNet and Support Vector Classifier for Fingerprint Presentation Attack Detection
Anuj Rai, Somnath Dey, Pradeep Patidar +1
Automatic fingerprint recognition systems are the most extensively used systems for person authentication although they are vulnerable to Presentation attacks. Artificial artifacts…
A Novel Approach for Partial Fingerprint Identification to Mitigate MasterPrint Generation
Mahesh Joshi, Bodhisatwa Mazumdar, Somnath Dey
Partial fingerprint recognition is a method to recognize an individual when the sensor size has a small form factor in accepting a full fingerprint. It is also used in forensic res…
Fingerprint liveness detection using local quality features
Ram Prakash Sharma, Somnath Dey
Fingerprint-based recognition has been widely deployed in various applications. However, current recognition systems are vulnerable to spoofing attacks which make use of an artific…
A non-invertible cancelable fingerprint template generation based on ridge feature transformation
Rudresh Dwivedi, Somnath Dey
In a biometric verification system, leakage of biometric data leads to permanent identity loss since original biometric data is inherently linked to a user. Further, various types…
A novel hybrid score level and decision level fusion scheme for cancelable multi-biometric verification
Rudresh Dwivedi, Somnath Dey
In spite of the benefits of biometric-based authentication systems, there are few concerns raised because of the sensitivity of biometric data to outliers, low performance caused d…
Generating protected fingerprint template utilizing coprime mapping transformation
Rudresh Dwivedi, Somnath Dey
The identity of a user is permanently lost if biometric data gets compromised since the biometric information is irreplaceable and irrevocable. To revoke and reissue a new template…
A fingerprint based crypto-biometric system for secure communication
Rudresh Dwivedi, Somnath Dey, Mukul Anand Sharma +1
To ensure the secure transmission of data, cryptography is treated as the most effective solution. Cryptographic key is an important entity in this procedure. In general, randomly…
Two-stage quality adaptive fingerprint image enhancement using Fuzzy c-means clustering based fingerprint quality analysis
Ram Prakash Sharma, Somnath Dey
Fingerprint recognition techniques are immensely dependent on quality of the fingerprint images. To improve the performance of recognition algorithm for poor quality images an effi…
Security Vulnerabilities Against Fingerprint Biometric System
Mahesh Joshi, Bodhisatwa Mazumdar, Somnath Dey
The biometric system is an automatic identification and authentication system that uses unique biological traits, such as fingerprint, face, iris, voice, retina, etc. of an individ…