Search Results for author:
Found 13 papers, 2 papers with code
Table Detection in the Wild: A Novel Diverse Table Detection Dataset and Method
In this paper, we introduce a diverse large-scale dataset for table detection with more than seven thousand samples containing a wide variety of table structures collected from many diverse sources.
Ranked #1 on
Table Detection
on STDW
An Ensemble Model for Face Liveness Detection
In this paper, we present a passive method to detect face presentation attack a. k. a face liveness detection using an ensemble deep learning technique.
Rethinking Convolutional Semantic Segmentation Learning
Deep convolutional semantic segmentation (DCSS) learning doesn't converge to an optimal local minimum with random parameters initializations; a pre-trained model on the same domain becomes necessary to achieve convergence. In this work, we propose a joint cooperative end-to-end learning method for DCSS.
Deep Learning: Generalization Requires Deep Compositional Feature Space Design
Generalization error defines the discriminability and the representation power of a deep model.
Gated Siamese Convolutional Neural Network Architecture for Human Re-Identification
However, current networks extract fixed representations for each image regardless of other images which are paired with it and the comparison with other images is done only at the final level.
Ranked #115 on
Person Re-Identification
on Market-1501
An Unsupervised Method for Detection and Validation of The Optic Disc and The Fovea
In this work, we have presented a novel method for detection of retinal image features, the optic disc and the fovea, from colour fundus photographs of dilated eyes for Computer-aided Diagnosis(CAD) system.
Traffic Sign Classification Using Deep Inception Based Convolutional Networks
In this work, we propose a novel deep network for traffic sign classification that achieves outstanding performance on GTSRB surpassing all previous methods.
Improved Microaneurysm Detection using Deep Neural Networks
In this work, we propose a novel microaneurysm (MA) detection for early diabetic retinopathy screening using color fundus images.
A Gaussian Scale Space Approach For Exudates Detection, Classification And Severity Prediction
In the context of Computer Aided Diagnosis system for diabetic retinopathy, we present a novel method for detection of exudates and their classification for disease severity prediction.
A Robust Lane Detection and Departure Warning System
For lane detection a modified Inverse Perspective Mapping using only a few extrinsic camera parameters and illuminant Invariant techniques is used.
Vehicle Local Position Estimation System
A modified Inverse Perspective Mapping, illuminant Invariant techniques and object detection based approach is used to localize the vehicle in the road.
A novel pLSA based Traffic Signs Classification System
In this work we developed a novel and fast traffic sign recognition system, a very important part for advanced driver assistance system and for autonomous driving.
Characterizing driving behavior using automatic visual analysis
In this work, we present the problem of rash driving detection algorithm using a single wide angle camera sensor, particularly useful in the Indian context.
