The goal of this thesis is the exploration of interactive object segmentation by applying convolutional neural networks to noisy human traces.A saliency map is a model that predicts eye fixations on a visual scene. In other words, it is the prediction of saliency areas in images has been traditionally addressed with hand crafted features inspired on neuroscience principles. This work however addresses the problem with a completely data-driven approach by training a convolutional network. The recent publication of large datasets of saliency prediction has provided enough data to train a not very deep network architecture which is both fast and accurate. In our system, named JuntingNet, the learning process is formulated as a minimization of ...
This paper presents a novel deep architecture for saliency prediction. Current state of the art mode...
This thesis introduces an architecture to improve the accuracy of a Convolutional Neural Network tra...
A human Visual System (HVS) has the ability to pay visual attention, which is one of the many functi...
The goal of this thesis is the exploration of interactive object segmentation by applying convolutio...
1 A saliency map is a model that predicts eye fixations on a visual scene. In other words, it is the...
The prediction of salient areas in images has been traditionally addressed with hand-crafted feature...
The prediction of saliency areas in images has been tra-ditionally addressed with hand crafted featu...
The prediction of salient areas in images has been traditionally addressed with hand-crafted feature...
The prediction of salient areas in images has been traditionally addressed with hand-crafted feature...
The prediction of salient areas in images has been traditionally addressed with hand-crafted feature...
State of the art approaches for saliency prediction are based on Full Convolutional Networks, in whi...
State of the art approaches for saliency prediction are based on Full Convolutional Networks, in whi...
Visual attention is an important mechanism in our human vision system, which filters out redundant a...
This paper presents a novel deep architecture for saliency prediction. Current state of the art mode...
This thesis introduces an architecture to improve the accuracy of a Convolutional Neural Network tra...
This paper presents a novel deep architecture for saliency prediction. Current state of the art mode...
This thesis introduces an architecture to improve the accuracy of a Convolutional Neural Network tra...
A human Visual System (HVS) has the ability to pay visual attention, which is one of the many functi...
The goal of this thesis is the exploration of interactive object segmentation by applying convolutio...
1 A saliency map is a model that predicts eye fixations on a visual scene. In other words, it is the...
The prediction of salient areas in images has been traditionally addressed with hand-crafted feature...
The prediction of saliency areas in images has been tra-ditionally addressed with hand crafted featu...
The prediction of salient areas in images has been traditionally addressed with hand-crafted feature...
The prediction of salient areas in images has been traditionally addressed with hand-crafted feature...
The prediction of salient areas in images has been traditionally addressed with hand-crafted feature...
State of the art approaches for saliency prediction are based on Full Convolutional Networks, in whi...
State of the art approaches for saliency prediction are based on Full Convolutional Networks, in whi...
Visual attention is an important mechanism in our human vision system, which filters out redundant a...
This paper presents a novel deep architecture for saliency prediction. Current state of the art mode...
This thesis introduces an architecture to improve the accuracy of a Convolutional Neural Network tra...
This paper presents a novel deep architecture for saliency prediction. Current state of the art mode...
This thesis introduces an architecture to improve the accuracy of a Convolutional Neural Network tra...
A human Visual System (HVS) has the ability to pay visual attention, which is one of the many functi...