Emre Akbas

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 62

Top Topics

Object Detection

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Image Vis. Comput.

Publications

Gokcen Gokceoglu, Devrim Cavusoglu, Emre Akbas, Özen Nergis Dolcerocca
A multi-level multi-label text classification dataset of 19th century Ottoman and Russian literary and critical texts. CoRR (2024)
Gokcen Gokceoglu, Devrim Cavusoglu, Emre Akbas, Özen Nergis Dolcerocca
A multi-level multi-label text classification dataset of 19th century Ottoman and Russian literary and critical texts. ACL (Findings) (2024)
Bedrettin Cetinkaya, Sinan Kalkan, Emre Akbas
RankED: Addressing Imbalance and Uncertainty in Edge Detection Using Ranking-based Losses. CoRR (2024)
Feyza Yavuz, Baris Can Cam, Adnan Harun Dogan, Kemal Oksuz, Emre Akbas, Sinan Kalkan
Bucketed Ranking-based Losses for Efficient Training of Object Detectors. CoRR (2024)
Bedirhan Uguz, Ozhan Suat, Batuhan Karagöz, Emre Akbas
MoCap-to-Visual Domain Adaptation for Efficient Human Mesh Estimation from 2D Keypoints. CoRR (2024)
Raheem Karim Hashmani, Emre Akbas, Melahat Bilge Demirköz
A Comparison of Deep Learning Models for Proton Background Rejection with the AMS Electromagnetic Calorimeter. CoRR (2024)
Melih Baydar, Emre Akbas
SegIns: A simple extension to instance discrimination task for better localization learning. J. Vis. Commun. Image Represent. 100 (2024)
Zeynep Sonat Baltaci, Kemal Oksuz, Selim Kuzucu, K. Tezoren, B. K. Konar, A. Ozkan, Emre Akbas, Sinan Kalkan
Class Uncertainty: A Measure to Mitigate Class Imbalance. CoRR (2023)
Aref Miri Rekavandi, Shima Rashidi, Farid Boussaïd, Stephen Hoefs, Emre Akbas, Mohammed Bennamoun
Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art. CoRR (2023)
Fehmi Kahraman, Kemal Oksuz, Sinan Kalkan, Emre Akbas
Correlation Loss: Enforcing Correlation between Classification and Localization. CoRR (2023)
Baris Can Çam, Kemal Öksüz, Fehmi Kahraman, Zeynep Sonat Baltaci, Sinan Kalkan, Emre Akbas
Generalized Mask-aware IoU for Anchor Assignment for Real-time Instance Segmentation. CoRR (2023)
Samet Hicsonmez, Nermin Samet, Fidan Samet, Oguz Bakir, Emre Akbas, Pinar Duygulu
WAIT: Feature Warping for Animation to Illustration video Translation using GANs. CoRR (2023)
Samet Hicsonmez, Nermin Samet, Emre Akbas, Pinar Duygulu
Improving Sketch Colorization using Adversarial Segmentation Consistency. CoRR (2023)
Nermin Samet, Samet Hicsonmez, Emre Akbas
HoughNet: Integrating Near and Long-Range Evidence for Visual Detection. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Fehmi Kahraman, Kemal Oksuz, Sinan Kalkan, Emre Akbas
Correlation Loss: Enforcing Correlation between Classification and Localization. AAAI (2023)
Gokcen Gokceoglu, Emre Akbas
Character Generation through Self-Supervised Vectorization. CoRR (2022)
Kemal Oksuz, Baris Can Cam, Sinan Kalkan, Emre Akbas
One Metric to Measure Them All: Localisation Recall Precision (LRP) for Evaluating Visual Detection Tasks. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Bedrettin Cetinkaya, Sinan Kalkan, Emre Akbas
Does depth estimation help object detection? Image Vis. Comput. 122 (2022)
Can Ufuk Ertenli, Emre Akbas, Ramazan Gokberk Cinbis
Streaming Multiscale Deep Equilibrium Models. ECCV (11) (2022)
Bedrettin Cetinkaya, Sinan Kalkan, Emre Akbas
Does depth estimation help object detection? CoRR (2022)
Can Ufuk Ertenli, Emre Akbas, Ramazan Gokberk Cinbis
Streaming Multiscale Deep Equilibrium Models. CoRR (2022)
Adil Kaan Akan, Emre Akbas, Fatos T. Yarman-Vural
Just noticeable difference for machine perception and generation of regularized adversarial images with minimal perturbation. Signal Image Video Process. 16 (6) (2022)
Samet Hicsonmez, Nermin Samet, Emre Akbas, Pinar Duygulu
Adversarial Segmentation Loss for Sketch Colorization. CoRR (2021)
Kemal Oksuz, Baris Can Cam, Emre Akbas, Sinan Kalkan
Rank & Sort Loss for Object Detection and Instance Segmentation. ICCV (2021)
Nermin Samet, Samet Hicsonmez, Emre Akbas
HoughNet: Integrating near and long-range evidence for visual detection. CoRR (2021)
Ilke Çugu, Emre Akbas
A Deeper Look into Convolutions via Pruning. CoRR (2021)
Kemal Oksuz, Baris Can Cam, Fehmi Kahraman, Zeynep Sonat Baltaci, Sinan Kalkan, Emre Akbas
Mask-aware IoU for Anchor Assignment in Real-time Instance Segmentation. BMVC (2021)
Nermin Samet, Emre Akbas
HPRNet: Hierarchical Point Regression for Whole-Body Human Pose Estimation. CoRR (2021)
Nermin Samet, Emre Akbas
HPRNet: Hierarchical point regression for whole-body human pose estimation. Image Vis. Comput. 115 (2021)
Kemal Oksuz, Baris Can Cam, Sinan Kalkan, Emre Akbas
Imbalance Problems in Object Detection: A Review. IEEE Trans. Pattern Anal. Mach. Intell. 43 (10) (2021)
Samet Hicsonmez, Nermin Samet, Emre Akbas, Pinar Duygulu
Adversarial Segmentation Loss For Sketch Colorization. ICIP (2021)
Adil Kaan Akan, Emre Akbas, Fatos T. Yarman-Vural
Just Noticeable Difference for Machine Perception and Generation of Regularized Adversarial Images with Minimal Perturbation. CoRR (2021)
Kemal Oksuz, Baris Can Cam, Emre Akbas, Sinan Kalkan
Rank & Sort Loss for Object Detection and Instance Segmentation. CoRR (2021)
Kemal Oksuz, Baris Can Cam, Fehmi Kahraman, Zeynep Sonat Baltaci, Sinan Kalkan, Emre Akbas
Mask-aware IoU for Anchor Assignment in Real-time Instance Segmentation. CoRR (2021)
Nermin Samet, Samet Hicsonmez, Emre Akbas
HoughNet: Integrating Near and Long-Range Evidence for Bottom-Up Object Detection. ECCV (25) (2020)
Kemal Oksuz, Baris Can Cam, Emre Akbas, Sinan Kalkan
Generating Positive Bounding Boxes for Balanced Training of Object Detectors. WACV (2020)
Kemal Oksuz, Baris Can Cam, Sinan Kalkan, Emre Akbas
One Metric to Measure them All: Localisation Recall Precision (LRP) for Evaluating Visual Detection Tasks. CoRR (2020)
Kemal Oksuz, Baris Can Cam, Emre Akbas, Sinan Kalkan
A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection. CoRR (2020)
Emre Akbas, Narendra Ahuja
Low-level multiscale image segmentation and a benchmark for its evaluation. Comput. Vis. Image Underst. 199 (2020)
Samet Hicsonmez, Nermin Samet, Emre Akbas, Pinar Duygulu
GANILLA: Generative Adversarial Networks for Image to Illustration Translation. CoRR (2020)
Samet Hicsonmez, Nermin Samet, Emre Akbas, Pinar Duygulu
GANILLA: Generative adversarial networks for image to illustration translation. Image Vis. Comput. 95 (2020)
Nermin Samet, Samet Hicsonmez, Emre Akbas
HoughNet: Integrating near and long-range evidence for bottom-up object detection. CoRR (2020)
Nermin Samet, Samet Hicsonmez, Emre Akbas
Reducing Label Noise in Anchor-Free Object Detection. CoRR (2020)
Nermin Samet, Samet Hicsonmez, Emre Akbas
Reducing Label Noise in Anchor-Free Object Detection. BMVC (2020)
Kemal Oksuz, Baris Can Cam, Emre Akbas, Sinan Kalkan
A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection. NeurIPS (2020)
Ilke Çugu, Eren Sener, Emre Akbas
MicroExpNet: An Extremely Small and Fast Model For Expression Recognition From Face Images. IPTA (2019)
Muhammed Kocabas, Salih Karagoz, Emre Akbas
Self-Supervised Learning of 3D Human Pose using Multi-view Geometry. CoRR (2019)
Adil Kaan Akan, Baran Baris Kivilcim, Emre Akbas, Sharlene D. Newman, Fatos T. Yarman-Vural
Modeling and Decoding Complex Problem Solving Process by Artificial Neural Networks. SIU (2019)
Kemal Oksuz, Baris Can Cam, Emre Akbas, Sinan Kalkan
Generating Positive Bounding Boxes for Balanced Training of Object Detectors. CoRR (2019)
Kemal Oksuz, Baris Can Cam, Sinan Kalkan, Emre Akbas
Imbalance Problems in Object Detection: A Review. CoRR (2019)
Kader Belli, Emre Akbas, Adnan Yazici
Activity Learning from Lifelogging Images. ICAISC (2) (2019)
Muhammed Kocabas, Salih Karagoz, Emre Akbas
Self-Supervised Learning of 3D Human Pose Using Multi-View Geometry. CVPR (2019)
Samet Hicsonmez, Nermin Samet, Emre Akbas, Pinar Duygulu
Who draw this? Caricaturist recognition using convolutional neural networks. SIU (2018)
Muhammed Kocabas, Salih Karagoz, Emre Akbas
MultiPoseNet: Fast Multi-Person Pose Estimation Using Pose Residual Network. ECCV (11) (2018)
Kemal Oksuz, Baris Can Cam, Emre Akbas, Sinan Kalkan
Localization Recall Precision (LRP): A New Performance Metric for Object Detection. ECCV (7) (2018)
Kemal Oksuz, Baris Can Cam, Emre Akbas, Sinan Kalkan
Localization Recall Precision (LRP): A New Performance Metric for Object Detection. CoRR (2018)
Muhammed Kocabas, Salih Karagoz, Emre Akbas
MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network. CoRR (2018)
Nermin Samet, Samet Hicsonmez, Pinar Duygulu, Emre Akbas
Could we create a training set for image captioning using automatic translation? SIU (2017)
Ilke Çugu, Eren Sener, Emre Akbas
MicroExpNet: An Extremely Small and Fast Model For Expression Recognition From Frontal Face Images. CoRR (2017)
Sadegh Eskandari, Emre Akbas
Supervised Infinite Feature Selection. CoRR (2017)
Emre Akbas, Miguel P. Eckstein
Object detection through search with a foveated visual system. PLoS Comput. Biol. 13 (10) (2017)
Gunes Sucu, Emre Akbas, Ilke Öztekin, Eda Mizrak, Fatos T. Yarman-Vural
Decoding cognitive states using the bag of words model on fMRI time series. SIU (2016)
Emre Akbas, Aseem Wadhwa, Miguel P. Eckstein, Upamanyu Madhow
A framework for machine vision based on neuro-mimetic front end processing and clustering. Allerton (2014)
Emre Akbas, Miguel P. Eckstein
Object Detection Through Exploration With A Foveated Visual Field. CoRR (2014)
Emre Akbas, Narendra Ahuja
Low-Level Hierarchical Multiscale Segmentation Statistics of Natural Images. IEEE Trans. Pattern Anal. Mach. Intell. 36 (9) (2014)
Emre Akbas, Bernard Ghanem, Narendra Ahuja
MIS-Boost: Multiple Instance Selection Boosting CoRR (2011)
Mert Dikmen, Emre Akbas, Thomas S. Huang, Narendra Ahuja
Pedestrian Recognition with a Learned Metric. ACCV (4) (2010)
Emre Akbas, Narendra Ahuja
Low-Level Image Segmentation Based Scene Classification. ICPR (2010)
Emre Akbas, Narendra Ahuja
From Ramp Discontinuities to Segmentation Tree. ACCV (1) (2009)
Emre Akbas, Fatos T. Yarman-Vural
Automatic Image Annotation by Ensemble of Visual Descriptors. CVPR (2007)
Mutlu Uysal, Emre Akbas, Fatos T. Yarman-Vural
A Hierarchical Classification System Based on Adaptive Resonance Theory. ICIP (2006)
Emre Akbas, Fatos T. Yarman-Vural
Design of a Feature Set for Face Recognition Problem. ISCIS (2006)