Ali Borji

According to our database, Ali Borji authored at least 157 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Joint Learning of Audio-Visual Saliency Prediction and Sound Source Localization on Multi-face Videos.

Minglang Qiao, Yufan Liu, Mai Xu, Xin Deng, Bing Li, Weiming Hu, Ali Borji

Int. J. Comput. Vis., June, 2024

A Note on Shumailov et al. (2024): 'AI Models Collapse When Trained on Recursively Generated Data'.

Ali Borji

CoRR, 2024

AIM 2024 Challenge on Video Saliency Prediction: Methods and Results.

Andrey Moskalenko, Alexey Bryncev, Dmitriy S. Vatolin, Radu Timofte, Gen Zhan, Li Yang, Yunlong Tang, Yiting Liao, Jiongzhi Lin, Baitao Huang, Morteza Moradi, Mohammad Moradi, Francesco Rundo, Concetto Spampinato, Ali Borji, Simone Palazzo, Yuxin Zhu, Yinan Sun, Huiyu Duan, Yuqin Cao, Ziheng Jia, Qiang Hu, Xiongkuo Min, Guangtao Zhai, Hao Fang, Runmin Cong, Xiankai Lu, Xiaofei Zhou, Wei Zhang, Chunyu Zhao, Wentao Mu, Tao Deng, Hamed R. Tavakoli

CoRR, 2024

Addressing a fundamental limitation in deep vision models: lack of spatial attention.

Ali Borji

CoRR, 2024

SalFoM: Dynamic Saliency Prediction with Video Foundation Models.

Morteza Moradi, Mohammad Moradi, Francesco Rundo, Concetto Spampinato, Ali Borji, Simone Palazzo

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023

Qualitative failures of image generation models and their application in detecting deepfakes.

Ali Borji

Image Vis. Comput., September, 2023

FLORIDA: Fake-looking Real Images Dataset.

Ali Borji

CoRR, 2023

Key-Value Transformer.

Ali Borji

CoRR, 2023

A Categorical Archive of ChatGPT Failures.

Ali Borji

CoRR, 2023

Diverse, Difficult, and Odd Instances (D2O): A New Test Set for Object Classification.

Ali Borji

CoRR, 2023

BinaryVQA: A Versatile Test Set to Evaluate the Out-of-Distribution Generalization of VQA Models.

Ali Borji

CoRR, 2023

2022

Transformed Saliency Dataset.

Zhaohui Che, Ali Borji, Guangtao Zhai, Xiongkuo Min, Guodong Guo, Patrick Le Callet

Dataset, May, 2022

SMGEA: A New Ensemble Adversarial Attack Powered by Long-Term Gradient Memories.

Zhaohui Che, Ali Borji, Guangtao Zhai, Suiyi Ling, Jing Li, Xiongkuo Min, Guodong Guo, Patrick Le Callet

IEEE Trans. Neural Networks Learn. Syst., 2022

A compact deep architecture for real-time saliency prediction.

Samad Zabihi, Hamed R. Tavakoli, Ali Borji, Eghbal G. Mansoori

Signal Process. Image Commun., 2022

A Highly Efficient Model to Study the Semantics of Salient Object Detection.

Ming-Ming Cheng, Shang-Hua Gao, Ali Borji, Yong-Qiang Tan, Zheng Lin, Meng Wang

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Pros and cons of GAN evaluation measures: New developments.

Ali Borji

Comput. Vis. Image Underst., 2022

Logits are predictive of network type.

Ali Borji

CoRR, 2022

Generated Faces in the Wild: Quantitative Comparison of Stable Diffusion, Midjourney and DALL-E 2.

Ali Borji

CoRR, 2022

How good are deep models in understanding the generated images?

Ali Borji

CoRR, 2022

A New Kind of Adversarial Example.

Ali Borji

CoRR, 2022

Is current research on adversarial robustness addressing the right problem?

Ali Borji

CoRR, 2022

SplitMixer: Fat Trimmed From MLP-like Models.

Ali Borji, Sikun Lin

CoRR, 2022

Complementary datasets to COCO for object detection.

Ali Borji

CoRR, 2022

Sensitivity of Average Precision to Bounding Box Perturbations.

Ali Borji

CoRR, 2022

CNNs and Transformers Perceive Hybrid Images Similar to Humans.

Ali Borji

CoRR, 2022

Overparametrization improves robustness against adversarial attacks: A replication study.

Ali Borji

CoRR, 2022

Multi-stream dynamic video Summarization.

Mohamed Elfeki, Liqiang Wang, Ali Borji

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

2021

Viewport-Dependent Saliency Prediction in 360° Video.

Minglang Qiao, Mai Xu, Zulin Wang, Ali Borji

IEEE Trans. Multim., 2021

Bifurcated Backbone Strategy for RGB-D Salient Object Detection.

Yingjie Zhai, Deng-Ping Fan, Jufeng Yang, Ali Borji, Ling Shao, Junwei Han, Liang Wang

IEEE Trans. Image Process., 2021

Adversarial Attack Against Deep Saliency Models Powered by Non-Redundant Priors.

Zhaohui Che, Ali Borji, Guangtao Zhai, Suiyi Ling, Jing Li, Yuan Tian, Guodong Guo, Patrick Le Callet

IEEE Trans. Image Process., 2021

Revisiting Video Saliency Prediction in the Deep Learning Era.

Wenguan Wang, Jianbing Shen, Jianwen Xie, Ming-Ming Cheng, Haibin Ling, Ali Borji

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Saliency Prediction in the Deep Learning Era: Successes and Limitations.

Ali Borji

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Joint Learning of Visual-Audio Saliency Prediction and Sound Source Localization on Multi-face Videos.

Minglang Qiao, Yufan Liu, Mai Xu, Xin Deng, Bing Li, Weiming Hu, Ali Borji

CoRR, 2021

Enhancing sensor resolution improves CNN accuracy given the same number of parameters or FLOPS.

Ali Borji

CoRR, 2021

Contemplating Real-World Object Classification.

Ali Borji

Proceedings of the 9th International Conference on Learning Representations, 2021

Shape Defense.

Ali Borji

Proceedings of the I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, 2021

2020

A Multistage Refinement Network for Salient Object Detection.

Lihe Zhang, Jie Wu, Tiantian Wang, Ali Borji, Guohua Wei, Huchuan Lu

IEEE Trans. Image Process., 2020

How is Gaze Influenced by Image Transformations? Dataset and Model.

Zhaohui Che, Ali Borji, Guangtao Zhai, Xiongkuo Min, Guodong Guo, Patrick Le Callet

IEEE Trans. Image Process., 2020

Multiple-target tracking in human and machine vision.

Shiva Kamkar, Fatemeh Ghezloo, Hamid Abrishami Moghaddam, Ali Borji, Reza Lashgari

PLoS Comput. Biol., 2020

Inferring Salient Objects from Human Fixations.

Wenguan Wang, Jianbing Shen, Xingping Dong, Ali Borji, Ruigang Yang

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Introduction to the Issue on Perception-Driven 360° Video Processing.

Mai Xu, Ali Borji, Ce Zhu, Edward J. Delp, Marta Mrak, Patrick Le Callet

IEEE J. Sel. Top. Signal Process., 2020

A Compact Deep Architecture for Real-time Saliency Prediction.

Samad Zabihi, Hamed Rezazadegan Tavakoli, Ali Borji

CoRR, 2020

Adversarial examples are useful too!

Ali Borji

CoRR, 2020

Harnessing adversarial examples with a surprisingly simple defense.

Ali Borji

CoRR, 2020

Empirical Upper Bound, Error Diagnosis and Invariance Analysis of Modern Object Detectors.

Ali Borji

CoRR, 2020

ObjectNet Dataset: Reanalysis and Correction.

Ali Borji

CoRR, 2020

White Noise Analysis of Neural Networks.

Ali Borji, Sikun Lin

Proceedings of the 8th International Conference on Learning Representations, 2020

Deep Audio-Visual Saliency: Baseline Model and Data.

Hamed Rezazadegan Tavakoli, Ali Borji, Juho Kannala, Esa Rahtu

Proceedings of the ETRA '20: 2020 Symposium on Eye Tracking Research and Applications, 2020

Learning to Predict Salient Faces: A Novel Visual-Audio Saliency Model.

Yufan Liu, Minglang Qiao, Mai Xu, Bing Li, Weiming Hu, Ali Borji

Proceedings of the Computer Vision - ECCV 2020, 2020

BBS-Net: RGB-D Salient Object Detection with a Bifurcated Backbone Strategy Network.

Deng-Ping Fan, Yingjie Zhai, Ali Borji, Jufeng Yang, Ling Shao

Proceedings of the Computer Vision - ECCV 2020, 2020

A New Ensemble Adversarial Attack Powered by Long-Term Gradient Memories.

Zhaohui Che, Ali Borji, Guangtao Zhai, Suiyi Ling, Jing Li, Patrick Le Callet

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Deeply Supervised Salient Object Detection with Short Connections.

Qibin Hou, Ming-Ming Cheng, Xiaowei Hu, Ali Borji, Zhuowen Tu, Philip H. S. Torr

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Egocentric Meets Top-View.

Shervin Ardeshir, Ali Borji

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Joint salient object detection and existence prediction.

Huaizu Jiang, Ming-Ming Cheng, Shi-Jie Li, Ali Borji, Jingdong Wang

Frontiers Comput. Sci., 2019

Salient object detection: A survey.

Ali Borji, Ming-Ming Cheng, Qibin Hou, Huaizu Jiang, Jia Li

Comput. Vis. Media, 2019

Cross-view image synthesis using geometry-guided conditional GANs.

Krishna Regmi, Ali Borji

Comput. Vis. Image Underst., 2019

Pros and cons of GAN evaluation measures.

Ali Borji

Comput. Vis. Image Underst., 2019

Empirical Upper Bound in Object Detection and More.

Ali Borji, Seyed Mehdi Iranmanesh

CoRR, 2019

DAVE: A Deep Audio-Visual Embedding for Dynamic Saliency Prediction.

Hamed R. Tavakoli, Ali Borji, Esa Rahtu, Juho Kannala

CoRR, 2019

GazeGAN: A Generative Adversarial Saliency Model based on Invariance Analysis of Human Gaze During Scene Free Viewing.

Zhaohui Che, Ali Borji, Guangtao Zhai, Xiongkuo Min, Guodong Guo, Patrick Le Callet

CoRR, 2019

Adversarial Attacks against Deep Saliency Models.

Zhaohui Che, Ali Borji, Guangtao Zhai, Suiyi Ling, Guodong Guo, Patrick Le Callet

CoRR, 2019

A Synchronized Multi-Modal Attention-Caption Dataset and Analysis.

Sen He, Hamed R. Tavakoli, Ali Borji, Nicolas Pugeault

CoRR, 2019

Digging Deeper Into Egocentric Gaze Prediction.

Hamed Rezazadegan Tavakoli, Esa Rahtu, Juho Kannala, Ali Borji

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Segmenting Sky Pixels in Images: Analysis and Comparison.

Cecilia La Place, Aisha Urooj Khan, Ali Borji

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Video Summarization Via Actionness Ranking.

Mohamed Elfeki, Ali Borji

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Human Attention in Image Captioning: Dataset and Analysis.

Sen He, Hamed Rezazadegan Tavakoli, Ali Borji, Nicolas Pugeault

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Salient Object Detection With Pyramid Attention and Salient Edges.

Wenguan Wang, Shuyang Zhao, Jianbing Shen, Steven C. H. Hoi, Ali Borji

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Understanding and Visualizing Deep Visual Saliency Models.

Sen He, Hamed R. Tavakoli, Ali Borji, Yang Mi, Nicolas Pugeault

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

A Review of Co-Saliency Detection Algorithms: Fundamentals, Applications, and Challenges.

Dingwen Zhang, Huazhu Fu, Junwei Han, Ali Borji, Xuelong Li

ACM Trans. Intell. Syst. Technol., 2018

An Unsupervised Game-Theoretic Approach to Saliency Detection.

Yu Zeng, Mengyang Feng, Huchuan Lu, Gang Yang, Ali Borji

IEEE Trans. Image Process., 2018

Negative results in computer vision: A perspective.

Ali Borji

Image Vis. Comput., 2018

An exocentric look at egocentric actions and vice versa.

Shervin Ardeshir, Ali Borji

Comput. Vis. Image Underst., 2018

Multi-View Egocentric Video Summarization.

Mohamed Elfeki, Aidean Sharghi, Srikrishna Karanam, Ziyan Wu, Ali Borji

CoRR, 2018

From Third Person to First Person: Dataset and Baselines for Synthesis and Retrieval.

Mohamed Elfeki, Krishna Regmi, Shervin Ardeshir, Ali Borji

CoRR, 2018

Bottom-up Attention, Models of.

Ali Borji, Hamed R. Tavakoli, Zoya Bylinskii

CoRR, 2018

Invariance Analysis of Saliency Models versus Human Gaze During Scene Free Viewing.

Zhaohui Che, Ali Borji, Guangtao Zhai, Xiongkuo Min

CoRR, 2018

Saliency Prediction in the Deep Learning Era: An Empirical Investigation.

Ali Borji

CoRR, 2018

Learning a Saliency Evaluation Metric Using Crowdsourced Perceptual Judgments.

Changqun Xia, Jia Li, Jinming Su, Ali Borji

CoRR, 2018

Three Birds One Stone: A Unified Framework for Salient Object Segmentation, Edge Detection and Skeleton Extraction.

Qibin Hou, Jiang-Jiang Liu, Ming-Ming Cheng, Ali Borji, Philip H. S. Torr

CoRR, 2018

What Catches the Eye? Visualizing and Understanding Deep Saliency Models.

Sen He, Ali Borji, Yang Mi, Nicolas Pugeault

CoRR, 2018

Visual Weather Temperature Prediction.

Wei-Ta Chu, Kai-Chia Ho, Ali Borji

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Enhanced-alignment Measure for Binary Foreground Map Evaluation.

Deng-Ping Fan, Cheng Gong, Yang Cao, Bo Ren, Ming-Ming Cheng, Ali Borji

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Bottom-Up Attention Guidance for Recurrent Image Recognition.

Hamed R. Tavakoli, Ali Borji, Rao Muhammad Anwer, Esa Rahtu, Juho Kannala

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Improving Sequential Determinantal Point Processes for Supervised Video Summarization.

Aidean Sharghi, Ali Borji, Chengtao Li, Tianbao Yang, Boqing Gong

Proceedings of the Computer Vision - ECCV 2018, 2018

Understanding Perceptual and Conceptual Fluency at a Large Scale.

Shengli Hu, Ali Borji

Proceedings of the Computer Vision - ECCV 2018, 2018

Salient Objects in Clutter: Bringing Salient Object Detection to the Foreground.

Deng-Ping Fan, Ming-Ming Cheng, Jiang-Jiang Liu, Shanghua Gao, Qibin Hou, Ali Borji

Proceedings of the Computer Vision - ECCV 2018, 2018

Integrating Egocentric Videos in Top-View Surveillance Videos: Joint Identification and Temporal Alignment.

Shervin Ardeshir, Ali Borji

Proceedings of the Computer Vision - ECCV 2018, 2018

Learning to Promote Saliency Detectors.

Yu Zeng, Huchuan Lu, Lihe Zhang, Mengyang Feng, Ali Borji

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Detect Globally, Refine Locally: A Novel Approach to Saliency Detection.

Tiantian Wang, Lihe Zhang, Shuo Wang, Huchuan Lu, Gang Yang, Xiang Ruan, Ali Borji

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Revisiting Video Saliency: A Large-Scale Benchmark and a New Model.

Wenguan Wang, Jianbing Shen, Fang Guo, Ming-Ming Cheng, Ali Borji

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Salient Object Detection Driven by Fixation Prediction.

Wenguan Wang, Jianbing Shen, Xingping Dong, Ali Borji

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Cross-View Image Synthesis Using Conditional GANs.

Krishna Regmi, Ali Borji

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Analysis of Hand Segmentation in the Wild.

Aisha Urooj Khan, Ali Borji

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Exploiting inter-image similarity and ensemble of extreme learners for fixation prediction using deep features.

Hamed Rezazadegan Tavakoli, Ali Borji, Jorma Laaksonen, Esa Rahtu

Neurocomputing, 2017

Segmenting Sky Pixels in Images.

Cecilia La Place, Aisha Urooj Khan, Ali Borji

CoRR, 2017

Statistics of Deep Generated Images.

Yu Zeng, Huchuan Lu, Ali Borji

CoRR, 2017

An Unsupervised Game-Theoretic Approach to Saliency Detection.

Yu Zeng, Huchuan Lu, Ali Borji, Mengyang Feng

CoRR, 2017

Can Saliency Information Benefit Image Captioning Models?

Hamed Rezazadegan Tavakoli, Rakshith Shetty, Ali Borji, Jorma Laaksonen

CoRR, 2017

What are the Receptive, Effective Receptive, and Projective Fields of Neurons in Convolutional Neural Networks?

Hung Le, Ali Borji

CoRR, 2017

A new look at clustering through the lens of deep convolutional neural networks.

Ali Borji, Aysegul Dundar

CoRR, 2017

Egocentric Height Estimation.

Jessica Finocchiaro, Aisha Urooj Khan, Ali Borji

Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

A Stagewise Refinement Model for Detecting Salient Objects in Images.

Tiantian Wang, Ali Borji, Lihe Zhang, Pingping Zhang, Huchuan Lu

Proceedings of the IEEE International Conference on Computer Vision, 2017

Paying Attention to Descriptions Generated by Image Captioning Models.

Hamed R. Tavakoli, Rakshith Shetty, Ali Borji, Jorma Laaksonen

Proceedings of the IEEE International Conference on Computer Vision, 2017

Structure-Measure: A New Way to Evaluate Foreground Maps.

Deng-Ping Fan, Ming-Ming Cheng, Yun Liu, Tao Li, Ali Borji

Proceedings of the IEEE International Conference on Computer Vision, 2017

Saliency Revisited: Analysis of Mouse Movements Versus Fixations.

Hamed R. Tavakoli, Fawad Ahmed, Ali Borji, Jorma Laaksonen

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

The Application of Visual Saliency Models in Objective Image Quality Assessment: A Statistical Evaluation.

Wei Zhang, Ali Borji, Zhou Wang, Patrick Le Callet, Hantao Liu

IEEE Trans. Neural Networks Learn. Syst., 2016

Reconciling Saliency and Object Center-Bias Hypotheses in Explaining Free-Viewing Fixations.

Ali Borji, James Tanner

IEEE Trans. Neural Networks Learn. Syst., 2016

Learning a Combined Model of Visual Saliency for Fixation Prediction.

Jingwei Wang, Ali Borji, C.-C. Jay Kuo, Laurent Itti

IEEE Trans. Image Process., 2016

Learning to predict where to look in interactive environments using deep recurrent q-learning.

Seyed Sajad Mousavi, Ali Borji, Nasser Mozayani

CoRR, 2016

Vanishing point detection with convolutional neural networks.

Ali Borji

CoRR, 2016

EgoTransfer: Transferring Motion Across Egocentric and Exocentric Domains using Deep Neural Networks.

Shervin Ardeshir, Krishna Regmi, Ali Borji

CoRR, 2016

Egocentric Meets Surveillance.

Shervin Ardeshir, Ali Borji

CoRR, 2016

Fixation prediction with a combined model of bottom-up saliency and vanishing point.

Mengyang Feng, Ali Borji, Huchuan Lu

Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Where Should Saliency Models Look Next?

Zoya Bylinskii, Adrià Recasens, Ali Borji, Aude Oliva, Antonio Torralba, Frédo Durand

Proceedings of the Computer Vision - ECCV 2016, 2016

Ego2Top: Matching Viewers in Egocentric and Top-View Videos.

Shervin Ardeshir, Ali Borji

Proceedings of the Computer Vision - ECCV 2016, 2016

iLab-20M: A Large-Scale Controlled Object Dataset to Investigate Deep Learning.

Ali Borji, Saeed Izadi, Laurent Itti

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Salient Object Detection: A Benchmark.

Ali Borji, Ming-Ming Cheng, Huaizu Jiang, Jia Li

IEEE Trans. Image Process., 2015

What is a Salient Object? A Dataset and a Baseline Model for Salient Object Detection.

Ali Borji

IEEE Trans. Image Process., 2015

Special issue on recent advances in saliency models, applications and evaluations.

Zhi Liu, Olivier Le Meur, Ali Borji, Hongliang Li

Signal Process. Image Commun., 2015

What do eyes reveal about the mind?: Algorithmic inference of search targets from fixations.

Ali Borji, Andreas Lennartz, Marc Pomplun

Neurocomputing, 2015

SaliencyRank: Two-stage manifold ranking for salient object detection.

Wei Qi, Ming-Ming Cheng, Ali Borji, Huchuan Lu, Lianfa Bai

Comput. Vis. Media, 2015

Computational models: Bottom-up and top-down aspects.

Laurent Itti, Ali Borji

CoRR, 2015

Computational models of attention.

Laurent Itti, Ali Borji

CoRR, 2015

What can we learn about CNNs from a large scale controlled object dataset?

Ali Borji, Saeed Izadi, Laurent Itti

CoRR, 2015

CAT2000: A Large Scale Fixation Dataset for Boosting Saliency Research.

Ali Borji, Laurent Itti

CoRR, 2015

Vanishing Point Attracts Eye Movements in Scene Free-viewing.

Ali Borji, Mengyang Feng, Huchuan Lu

CoRR, 2015

2014

What/Where to Look Next? Modeling Top-Down Visual Attention in Complex Interactive Environments.

Ali Borji, Dicky N. Sihite, Laurent Itti

IEEE Trans. Syst. Man Cybern. Syst., 2014

Optimal attentional modulation of a neural population.

Ali Borji, Laurent Itti

Frontiers Comput. Neurosci., 2014

Salient Object Detection: A Survey.

Ali Borji, Ming-Ming Cheng, Huaizu Jiang, Jia Li

CoRR, 2014

Studying the added value of computational saliency in objective image quality assessment.

Wei Zhang, Ali Borji, Fuzheng Yang, Ping Jiang, Hantao Liu

Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference, 2014

Human vs. Computer in Scene and Object Recognition.

Ali Borji, Laurent Itti

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Quantitative Analysis of Human-Model Agreement in Visual Saliency Modeling: A Comparative Study.

Ali Borji, Dicky N. Sihite, Laurent Itti

IEEE Trans. Image Process., 2013

State-of-the-Art in Visual Attention Modeling.

Ali Borji, Laurent Itti

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Bayesian optimization explains human active search.

Ali Borji, Laurent Itti

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Analysis of Scores, Datasets, and Models in Visual Saliency Prediction.

Ali Borji, Hamed Rezazadegan Tavakoli, Dicky N. Sihite, Laurent Itti

Proceedings of the IEEE International Conference on Computer Vision, 2013

2012

Modeling the influence of action on spatial attention in visual interactive environments.

Ali Borji, Dicky N. Sihite, Laurent Itti

Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Salient Object Detection: A Benchmark.

Ali Borji, Dicky N. Sihite, Laurent Itti

Proceedings of the Computer Vision - ECCV 2012, 2012

Probabilistic learning of task-specific visual attention.

Ali Borji, Dicky N. Sihite, Laurent Itti

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Exploiting local and global patch rarities for saliency detection.

Ali Borji, Laurent Itti

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Adaptive object tracking by learning background context.

Ali Borji, Simone Frintrop, Dicky N. Sihite, Laurent Itti

Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Boosting bottom-up and top-down visual features for saliency estimation.

Ali Borji

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

An Object-Based Bayesian Framework for Top-Down Visual Attention.

Ali Borji, Dicky N. Sihite, Laurent Itti

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Cost-sensitive learning of top-down modulation for attentional control.

Ali Borji, Majid Nili Ahmadabadi, Babak Nadjar Araabi

Mach. Vis. Appl., 2011

Scene classification with a sparse set of salient regions.

Ali Borji, Laurent Itti

Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Computational Modeling of Top-down Visual Attention in Interactive Environments.

Ali Borji, Dicky N. Sihite, Laurent Itti

Proceedings of the British Machine Vision Conference, 2011

2010

Invariance analysis of modified C2 features: case study - handwritten digit recognition.

Mandana Hamidi, Ali Borji

Mach. Vis. Appl., 2010

Online learning of task-driven object-based visual attention control.

Ali Borji, Majid Nili Ahmadabadi, Babak Nadjar Araabi, Mandana Hamidi

Image Vis. Comput., 2010

A Visual Attention Model for Omnidirectional Images.

AmirHossein Habibian, Ali Borji, Majid Nili Ahmadabadi, Babak Nadjar Araabi

Aust. J. Intell. Inf. Process. Syst., 2010

Simultaneous learning of spatial visual attention and physical actions.

Ali Borji, Majid Nili Ahmadabadi, Babak Nadjar Araabi

Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Learning context-based feature descriptors for object tracking.

Ali Borji, Simone Frintrop

Proceedings of the 5th ACM/IEEE International Conference on Human Robot Interaction, 2010

2009

Fast Hand gesture recognition based on saliency maps: An application to interactive robotic marionette playing.

Mostafa Ajallooeian, Ali Borji, Babak Nadjar Araabi, Majid Nili Ahmadabadi, Hadi Moradi

Proceedings of the 18th IEEE International Symposium on Robot and Human Interactive Communication, 2009

Learning sequential visual attention control through dynamic state space discretization.

Ali Borji, Majid Nili Ahmadabadi, Babak Nadjar Araabi

Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

2008

Robust Handwritten Character Recognition with Features Inspired by Visual Ventral Stream.

Ali Borji, Mandana Hamidi, Fariborz Mahmoudi

Neural Process. Lett., 2008

A New Method for Synthetic Face Generation Using Spline Curves.

Ali Borji

Proceedings of the Cognitive Vision, 4th International Workshop, 2008

Evolving Weighting Functions for Query Expansion Based on Relevance Feedback.

Ali Borji, Mansoor Zolghadri Jahromi

Proceedings of the Progress in WWW Research and Development, 2008

2007

A New Global Optimization Algorithm Inspired by Parliamentary Political Competitions.

Ali Borji

Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

Combining Heterogeneous Classifiers for Network Intrusion Detection.

Ali Borji

Proceedings of the Advances in Computer Science, 2007