Kokkinos, Iasonas

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Chen, L.-C., Papandreou, G., Kokkinos, I., Murphy, K., & Yuille, A. L. (2018) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Advanced Neural Network ApplicationsMedical Image Segmentation Techniques

Cited by 22,392

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Chen, L.-C., Papandreou, G., Kokkinos, I., Murphy, K., & Yuille, A. L. (2016) · arXiv

Advanced Neural Network ApplicationsMedical Image Segmentation Techniques

Cited by 22,392

Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs

Chen, L.-C., Papandreou, G., Kokkinos, I., Murphy, K., & Yuille, A. L. (2014) · arXiv

Advanced Neural Network ApplicationsMedical Image Segmentation Techniques

Cited by 4,213

Describing Textures in the Wild

Cimpoi, M., Maji, S., Kokkinos, I., Mohamed, S., & Vedaldi, A. (2014) · 2014 IEEE Conference on Computer Vision and Pattern Recognition

Image Retrieval and Classification TechniquesAdvanced Image and Video Retrieval Techniques

Cited by 2,438

UberNet: Training a Universal Convolutional Neural Network for Low-, Mid-, and High-Level Vision Using Diverse Datasets and Limited Memory

Kokkinos, I. (2017) · 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 657

Segmentation-Aware Convolutional Networks Using Local Attention Masks

Harley, A. W., Derpanis, K. G., & Kokkinos, I. (2017) · 2017 IEEE International Conference on Computer Vision (ICCV)

Advanced Neural Network ApplicationsVisual Attention and Saliency Detection

Cited by 142

MultiGrain: a unified image embedding for classes and instances

Berman, M., Jégou, H., Vedaldi, A., Kokkinos, I., & Douze, M. (2019) · arXiv

Advanced Neural Network ApplicationsAdvanced Image and Video Retrieval Techniques

Cited by 69

Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation

Chiou, E., Giganti, F., Punwani, S., Kokkinos, I., & Panagiotaki, E. (2020) · Lecture Notes in Computer Science

Domain Adaptation and Few-Shot LearningMedical Image Segmentation Techniques

Cited by 29

Bounding Part Scores for Rapid Detection with Deformable Part Models

Kokkinos, I. (2012) · Lecture Notes in Computer Science

Advanced Image and Video Retrieval TechniquesAdvanced Neural Network Applications

Cited by 27