Done detailed survey on face spoof detection methods, feature methods and algorithms that are existing today and being used for the detection of spoof images. Based on the facts gathered, the execution with minimum and simple use of hardware makes biometric systems better secured and robust.Kevin ...
A comprehensive and systematic look up into deep learning based object detection techniques: A review Vipal Kumar Sharma, Roohie Naaz Mir, in Computer Science Review, 2020 7.1 Face detection: Aim of face detection is to detect all the faces present in an image. Face detection is still conside...
for fingerprint spoof-detection algorithm is presented. Experiments on the latest face video databases (Idiap Replay-Attack Database and CASIA Face Anti-Spoofing Database) and fingerprint spoofing database (Fingerprint Liveness Detection Competition 2013) illustrate the efficiency of proposed techniques. ...
3D face recognition: a surveypaper Face detection techniques: a reviewpaper 2D- Face Recognition [1] DeepID1[paper] Deep Learning Face Representation from Predicting 10,000 Classes [2] DeepID2[paper] Deep Learning Face Representation by Joint Identification-Verification ...
R.and Ambhaikar, A. Face anti-spoofing techniques and challenges: a short survey. In: 11th International Conference on Emerging Trends in Engineering & Technology - Signal and Information Processing (ICETET - SIP), Nagpur, India, 2023, pp. 1–6, (2023) https://doi.org/10.1109/ICETET-...
as the acquisition devices of the latter evade the affine and photometric transformations, recognition systems with the face as a trait are widely used due to the contactless and non-intrusive nature of the acquisition device-camera. As the cameras are in-built in most of the handheld and ...
(Kim et al., 2015), anti-spoofing techniques based on Deep Learning (DL) provide superior performance with respect to model-based methods, due to their capability to capture very subtle differences between replayed and original faces. For instance, in a recent competition host by ChaLearn at ...
While a number of face spoof detection techniques have been proposed, their generalization abilities are still to be improved. We propose an efficient face spoof detection system called FASS which is based on fusing the scores of the two classifiers such as SVM/RF and ResNet50. 4. Conclusions...
Several CA-based image scrambling techniques have been developed for use in image encryption [15,19,20,21,22,23,24]. Those studies found CA scrambling to be effective against a variety of attacks, breaking high rates of correspondence between adjacent pixels. It has been found that a large ...
Emerging new PA variants also pose a serious problem to the generalisability of existing FPAD models [7]. Consequently, the research community has been investigating various techniques to improve generalisation in FPAD by using distinct techniques. Local binary patterns (LBP) and its variants have ...