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RCCNet: An Efficient Convolutional Neural Network for Histological Routine Colon Cancer Nuclei Classification
S H Shabbeer Basha, Soumen Ghosh, Kancharagunta Kishan Babu +3
Efficient and precise classification of histological cell nuclei is of utmost importance due to its potential applications in the field of medical image analysis. It would facilita…
A Multi-Face Challenging Dataset for Robust Face Recognition
Shiv Ram Dubey, Snehasis Mukherjee
Face recognition in images is an active area of interest among the computer vision researchers. However, recognizing human face in an unconstrained environment, is a relatively les…
A Performance Evaluation of Convolutional Neural Networks for Face Anti Spoofing
Chaitanya Nagpal, Shiv Ram Dubey
In the current era, biometric based access control is becoming more popular due to its simplicity and ease to use by the users. It reduces the manual work of identity recognition a…
Dual CNN Models for Unsupervised Monocular Depth Estimation
Vamshi Krishna Repala, Shiv Ram Dubey
The unsupervised depth estimation is the recent trend by utilizing the binocular stereo images to get rid of depth map ground truth. In unsupervised depth computation, the disparit…
Average Biased ReLU Based CNN Descriptor for Improved Face Retrieval
Shiv Ram Dubey, Soumendu Chakraborty
The convolutional neural networks (CNN), including AlexNet, GoogleNet, VGGNet, etc. extract features for many computer vision problems which are very discriminative. The trained CN…
LDOP: Local Directional Order Pattern for Robust Face Retrieval
Shiv Ram Dubey, Snehasis Mukherjee
The local descriptors have gained wide range of attention due to their enhanced discriminative abilities. It has been proved that the consideration of multi-scale local neighborhoo…