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Image and Vision Computing, ISSN 0262-8856, 01/2017, Volume 57, pp. 165 - 174
Most object recognition methods rely on contour-defined features obtained by edge detection or region segmentation. They are not robust to diffuse region... 
Feature extraction | Trainable filters | Object recognition | Object representation | Color | CELLS | VIEWPOINT | COMBINING COLOR | MODEL | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | COMPUTER SCIENCE, SOFTWARE ENGINEERING | SHAPE | COMPUTER SCIENCE, THEORY & METHODS | CATEGORIZATION | OPTICS
Journal Article
Pattern Recognition Letters, ISSN 0167-8655, 06/2013, Volume 34, Issue 8, pp. 922 - 933
► We use COSFIRE filters to detect vascular bifurcations in retinal fundus images. ► A COSFIRE output is the product of blurred and shifted Gabor filter... 
Keypoint detection | Trainable filters | Vascular bifurcation | Gabor filters | Retinal fundus | PRINCIPLE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | VESSEL SEGMENTATION | IMPAIRMENT | EXTRACTION | DIAMETER | CROSSOVERS | FREQUENCY | BLOOD-VESSELS | FUNDUS IMAGES | Detectors
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2015, Volume 9257, pp. 348 - 358
Conference Proceeding
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2013, Volume 8048, Issue 2, pp. 9 - 16
Conference Proceeding
2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 08/2016, pp. 235 - 241
Gender recognition from face images is an important application in the fields of security, retail advertising and marketing. We propose a novel descriptor... 
Training | Image recognition | Gender recognition | Shape | Face recognition | Prototypes | Face | faces | Standards | trainable filters | COSFIRE
Conference Proceeding
IEEE Transactions on Image Processing, ISSN 1057-7149, 12/2019, Volume 28, Issue 12, pp. 5852 - 5866
Journal Article
2012, Lecture Notes in Computer Science, ISBN 3642312977, Volume 7325, Issue 2
The analysis of the vascular tree in retinal fundus images is important for identifying risks of various cardiovascular diseases. We propose trainable COSFIRE... 
Computer Graphics | Pattern Recognition | Computer Science | Image Processing and Computer Vision | Artificial Intelligence (incl. Robotics) | Information Systems Applications (incl. Internet) | Algorithm Analysis and Problem Complexity | Gabor filters | retinal fundus | DRIVE | trainable filters | vessel bifurcation
Book Chapter
IEEE Access, ISSN 2169-3536, 2019, Volume 7, pp. 8527 - 8541
Journal Article
by Wang, WH and Zhang, JZ and Wu, WY and Zhou, S
JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, ISSN 2156-7018, 02/2018, Volume 8, Issue 2, pp. 262 - 274
Journal Article
Brain-Inspired Computing, ISSN 1611-3349, 2014, Volume 8603, pp. 76 - 87
The primate visual system has an impressive ability to generalize and to discriminate between numerous objects and it is robust to many geometrical... 
Shape | Feature detection | Computational models of vision | Trainable filters | Handwritten digits | Traffic signs | Retinal fundus images | COSFIRE
Conference Proceeding
IEEE Access, ISSN 2169-3536, 2018, Volume 6, pp. 24171 - 24183
The popularity and the appeal of systems which are able to automatically determine the gender from face images are growing rapidly. Such a great interest... 
SURF | Image recognition | Shape | Face recognition | Lighting | Nose | Feature extraction | Face | trainable features | COSFIRE | gender recognition | face | COMPUTER SCIENCE, INFORMATION SYSTEMS | CLASSIFICATION | TELECOMMUNICATIONS | IDENTIFICATION | ENGINEERING, ELECTRICAL & ELECTRONIC | IDENTITY | RESPONSES | LOCAL BINARY PATTERNS | CORTEX | NEURONS | SCALE | EXPRESSION | AGE
Journal Article
Electronic Letters on Computer Vision and Image Analysis, ISSN 1577-5097, 2017, Volume 16, Issue 2, pp. 17 - 20
Since when very young, we can quickly learn new concepts, and distinguish between different kinds of object or sound. If we see a single object or hear a... 
image processing | representation learning | trainable feature extractors | event detection | audio processing | trainable filters | medical image analysis | pattern recognition
Journal Article
Pattern Recognition, ISSN 0031-3203, 08/2019, Volume 92, pp. 25 - 36
Sound analysis research has mainly been focused on speech and music processing. The deployed methodologies are not suitable for analysis of sounds with varying... 
Representation learning | Peaks of energy | Event detection | Audio analysis | Trainable feature extractors | RECOGNITION | CLASSIFICATION | VESSEL DELINEATION | TIME | MODEL | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Proceedings of SPIE - The International Society for Optical Engineering, ISSN 0277-786X, 2017, Volume 10221
Conference Proceeding
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