Affiliation: Postdoctoral Researcher at INESC TEC Porto Place: Large Lecture Room Abstract The human eye is an excellent source of biomarkers that are useful for the early detection of different diseases like diabetes or hypertension. Acquisition of images of the retinal fundus …
Recent Applications of Deep Learning for Retinal Image Analysis Read More »
Affiliation:Â Assistant professor at the Technical University Delft Place:Â Large Lecture Room Abstract The design of filter layers in a CNNs is a matter of trail and error where the filter-size in a single layer is typically hard-coded. Here I question this …
Learning CNN filter resolution using multi-scale structured receptive fields Read More »
Affiliation:Â Assistant professor at the Technical University Delft Place:Â Large Lecture Room Abstract This talk is on active learning where the goal is to reduce the data annotation burden by interacting with a (human) oracle during training. Standard active learning methods ask …
Active Decision Boundary Annotation with Deep Generative Models Read More »
Affiliation: PostDoc Researcher at the Computer Vision Center Place:Â Large Lecture Room Abstract Visual recognition is often addressed only using RGB images. However, humans perceive and understand the world through multiple senses and leverage other sources of information such as prior …
Deep Multimodal and contextual visual recognition Read More »
Affiliation:Â Associate Professor. Department of Computer Science. Grinnell College. IA, USA. Place:Â Large Lecture Room Recognizing the place names within textual labels on historical maps is complicated by many factors, such as curvilinear baselines and dense overlap with other textual or graphical …
Historical Map Alignment and Toponym Recognition with Geographic and Style Models Read More »
Affiliation: Computer Scientist at Pixmap. Place:Â Large Lecture Room Classifying 3D measurement data has become a core problem in photogrammetry and 3D computer vision, since the rise of modern multiview geometry techniques, combined with affordable range sensors. We introduce a …
Semantic segmentation of 3D textured meshes for urban scene analysis Read More »
Affiliation: Professor and Head of the Department of Computer Science. Hong Kong Baptist University. Place: Large Lecture Room Face recognition has been successfully deployed in many practical applications ranging from mobile phone logon to banking and law enforcement domains in the last …
3D Mask Face Anti-Spoofing with Remote Photoplethy Smography Read More »
Affiliation: Tenure Associate Professor in the ICT Department (DTIC) of Universitat Pompeu Fabra (Barcelona, Spain) Place:Â Large Lecture Room The rich opportunities offered by the blending of the digital and the material worlds have become a mainstream research field in HCI. …
Affiliation: Senior Staff Software Engineer Google Inc. USA Place: Large Lecture Room Google extracts information from Street View images to build maps. It started with street address numbers, and is now growing to more and more types of …
Place: Large Lecture Room Perception involves a complex interaction between feedforward sensory-driven information and feedback attentional, memory, and executive processes that modulate such feedforward processing. A mechanistic understanding of feedforward processing, and its limitations, is a necessary first …
Computational mechanisms of rapid visual recognition Read More »
