EVALUATING HAND-CRAFTED AND LEARNING-BASED FEATURES FOR PHOTOGRAMMETRIC APPLICATIONS

Evaluating the Quality of Playlists Based on Hand-crafted Samples

The automated generation of playlists represents a particular type of the music recommendation problem with two special characteristics. First, the tracks of the list are usually consumed immediately at recommendation time; second, songs are listened to mostly in consecutive order so that the sequence of the recommended tracks can be relevant. A number of different approaches for playlist gener...

Boosting Hand-Crafted Features for Curvilinear Structure Segmentation by Learning Context Filters

Automatic Lung Cancer Detection and Diagnosis Using Hand Crafted and Deep Learning Features

This paper presents a lung nodule detection and classification system which utilizes a combination of hand crafted and deep learning features. Hand crafted features were obtained from modified methods of bag of frequencies, and taxonomic indices. We included a robust radius estimation algorithm that resulted in an average error of 1.29 pixels. Hand crafted features were obtained from 3D low dos...

Baby Cry Sound Detection: A Comparison of Hand Crafted Features and Deep Learning Approach

Baby cry sound detection allows parents to be automatically alerted when their baby is crying. Current solutions in home environment ask for a client-server architecture where an end-node device streams the audio to a centralized server in charge of the detection. Even providing the best performances, these solutions raise power consumption and privacy issues. For these reasons, interest has re...

Enhancing Neural Disfluency Detection with Hand-Crafted Features

In this paper, we apply a bidirectional Long Short-Term Memory with a Conditional Random Field to the task of disfluency detection. Long-range dependencies is one of the core problems for disfluency detection. Our model handles long-range dependencies by both using the Long Short-Term Memory and hand-crafted discrete features. Experiments show that utilizing the hand-crafted discrete features s...