Ali Borji
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Computer Science
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Algorithms
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Machine Learning
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Computer Science
Ali Borji's Degrees
- Masters Computer Engineering Sharif University of Technology
- Bachelors Computer Engineering Sharif University of Technology
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(Suggest an Edit or Addition)Ali Borji's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- State-of-the-Art in Visual Attention Modeling (2013) (1735)
- Salient Object Detection: A Benchmark (2012) (1568)
- Deeply Supervised Salient Object Detection with Short Connections (2016) (1054)
- Structure-Measure: A New Way to Evaluate Foreground Maps (2017) (746)
- Pros and Cons of GAN Evaluation Measures (2018) (618)
- Salient object detection: A survey (2014) (601)
- Quantitative Analysis of Human-Model Agreement in Visual Saliency Modeling: A Comparative Study (2013) (595)
- Enhanced-alignment Measure for Binary Foreground Map Evaluation (2018) (592)
- Exploiting local and global patch rarities for saliency detection (2012) (377)
- A Stagewise Refinement Model for Detecting Salient Objects in Images (2017) (350)
- Detect Globally, Refine Locally: A Novel Approach to Saliency Detection (2018) (326)
- Salient Object Detection With Pyramid Attention and Salient Edges (2019) (317)
- Boosting bottom-up and top-down visual features for saliency estimation (2012) (282)
- Salient Objects in Clutter: Bringing Salient Object Detection to the Foreground (2018) (279)
- Defending Yarbus: eye movements reveal observers' task. (2014) (232)
- CAT2000: A Large Scale Fixation Dataset for Boosting Saliency Research (2015) (232)
- Analysis of Scores, Datasets, and Models in Visual Saliency Prediction (2013) (219)
- Revisiting Video Saliency: A Large-Scale Benchmark and a New Model (2018) (203)
- Revisiting Video Saliency Prediction in the Deep Learning Era (2021) (165)
- Salient Object Detection Driven by Fixation Prediction (2018) (158)
- BBS-Net: RGB-D Salient Object Detection with a Bifurcated Backbone Strategy Network (2020) (157)
- What stands out in a scene? A study of human explicit saliency judgment (2013) (144)
- What is a Salient Object? A Dataset and a Baseline Model for Salient Object Detection (2014) (143)
- Where Should Saliency Models Look Next? (2016) (143)
- Cross-View Image Synthesis Using Conditional GANs (2018) (137)
- Inferring Salient Objects from Human Fixations (2020) (126)
- Adaptive object tracking by learning background context (2012) (125)
- Probabilistic learning of task-specific visual attention (2012) (113)
- Deeply Supervised Salient Object Detection with Short Connections (2017) (112)
- What/Where to Look Next? Modeling Top-Down Visual Attention in Complex Interactive Environments (2014) (108)
- Saliency Prediction in the Deep Learning Era: Successes and Limitations (2019) (106)
- The Application of Visual Saliency Models in Objective Image Quality Assessment: A Statistical Evaluation (2016) (90)
- Pros and Cons of GAN Evaluation Measures: New Developments (2021) (79)
- A Review of Co-Saliency Detection Algorithms (2018) (77)
- Online learning of task-driven object-based visual attention control (2010) (71)
- Exploiting inter-image similarity and ensemble of extreme learners for fixation prediction using deep features (2016) (70)
- Analysis of Hand Segmentation in the Wild (2018) (69)
- iLab-20M: A Large-Scale Controlled Object Dataset to Investigate Deep Learning (2016) (64)
- Objects do not predict fixations better than early saliency: a re-analysis of Einhauser et al.'s data. (2013) (63)
- Paying Attention to Descriptions Generated by Image Captioning Models (2017) (60)
- Learning a Combined Model of Visual Saliency for Fixation Prediction (2016) (58)
- Learning to Promote Saliency Detectors (2018) (58)
- How is Gaze Influenced by Image Transformations? Dataset and Model (2019) (55)
- Cost-sensitive learning of top-down modulation for attentional control (2009) (54)
- Bayesian optimization explains human active search (2013) (53)
- Human vs. Computer in Scene and Object Recognition (2014) (53)
- Complementary effects of gaze direction and early saliency in guiding fixations during free viewing. (2014) (52)
- Saliency Prediction in the Deep Learning Era: An Empirical Investigation (2018) (51)
- Computational Modeling of Top-down Visual Attention in Interactive Environments (2011) (48)
- What are the Receptive, Effective Receptive, and Projective Fields of Neurons in Convolutional Neural Networks? (2017) (48)
- Robust Handwritten Character Recognition with Features Inspired by Visual Ventral Stream (2008) (47)
- Ego2Top: Matching Viewers in Egocentric and Top-View Videos (2016) (46)
- Scene classification with a sparse set of salient regions (2011) (46)
- What do eyes reveal about the mind?: Algorithmic inference of search targets from fixations (2015) (44)
- Augmented saliency model using automatic 3D head pose detection and learned gaze following in natural scenes (2015) (44)
- Improving Sequential Determinantal Point Processes for Supervised Video Summarization (2018) (42)
- Combining Heterogeneous Classifiers for Network Intrusion Detection (2007) (42)
- SaliencyRank: Two-stage manifold ranking for salient object detection (2015) (41)
- Computational models: Bottom-up and top-down aspects (2015) (40)
- Bifurcated Backbone Strategy for RGB-D Salient Object Detection (2020) (38)
- Understanding and Visualizing Deep Visual Saliency Models (2019) (37)
- A Categorical Archive of ChatGPT Failures (2023) (36)
- Saliency Revisited: Analysis of Mouse Movements Versus Fixations (2017) (35)
- Reconciling Saliency and Object Center-Bias Hypotheses in Explaining Free-Viewing Fixations (2015) (34)
- Support Vector Machine for Persian Font Recognition (2007) (33)
- Human Attention in Image Captioning: Dataset and Analysis (2019) (33)
- Cross-view image synthesis using geometry-guided conditional GANs (2018) (32)
- A Multistage Refinement Network for Salient Object Detection (2020) (32)
- Video Summarization Via Actionness Ranking (2019) (31)
- A Review of Co-Saliency Detection Algorithms: Fundamentals, Applications, and Challenges (2018) (30)
- Negative results in computer vision: A perspective (2017) (29)
- SMGEA: A New Ensemble Adversarial Attack Powered by Long-Term Gradient Memories (2019) (27)
- Learning to predict where to look in interactive environments using deep recurrent q-learning (2016) (27)
- A New Global Optimization Algorithm Inspired by Parliamentary Political Competitions (2007) (27)
- Evolving a Fuzzy Rule-Base for Image Segmentation (2007) (26)
- Vanishing point detection with convolutional neural networks (2016) (26)
- DAVE: A Deep Audio-Visual Embedding for Dynamic Saliency Prediction (2019) (26)
- Invariance analysis of modified C2 features: case study—handwritten digit recognition (2010) (26)
- CLPSO-based Fuzzy Color Image Segmentation (2007) (26)
- An Unsupervised Game-Theoretic Approach to Saliency Detection (2017) (26)
- Three Birds One Stone: A Unified Framework for Salient Object Segmentation, Edge Detection and Skeleton Extraction (2018) (24)
- Joint salient object detection and existence prediction (2019) (24)
- A NEW APPROACH TO GLOBAL OPTIMIZATION MOTIVATED BY PARLIAMENTARY POLITICAL COMPETITIONS (2008) (22)
- Digging Deeper Into Egocentric Gaze Prediction (2019) (21)
- An Object-Based Bayesian Framework for Top-Down Visual Attention (2012) (21)
- Saliency Prediction in the Deep Learning Era: Successes, Limitations, and Future Challenges (2018) (20)
- Empirical Upper Bound in Object Detection and More (2019) (19)
- Fast Hand gesture recognition based on saliency maps: An application to interactive robotic marionette playing (2009) (18)
- Egocentric Meets Top-View (2016) (18)
- A Highly Efficient Model to Study the Semantics of Salient Object Detection (2021) (17)
- Adversarial Attack Against Deep Saliency Models Powered by Non-Redundant Priors (2021) (16)
- Viewport-Dependent Saliency Prediction in 360° Video (2021) (16)
- Visual Weather Temperature Prediction (2018) (15)
- Multiple-target tracking in human and machine vision (2020) (14)
- Integrating Egocentric Videos in Top-View Surveillance Videos: Joint Identification and Temporal Alignment (2018) (13)
- Vanishing point attracts gaze in free-viewing and visual search tasks (2015) (13)
- The Application of Visual Saliency Models in Objective Image Quality Assessment: A Statistical Evaluation. (2016) (13)
- Optimal attentional modulation of a neural population (2014) (12)
- Generated Faces in the Wild: Quantitative Comparison of Stable Diffusion, Midjourney and DALL-E 2 (2022) (12)
- What Catches the Eye? Visualizing and Understanding Deep Saliency Models (2018) (12)
- Statistics of Deep Generated Images (2017) (11)
- Fixation prediction with a combined model of bottom-up saliency and vanishing point (2015) (11)
- ObjectNet Dataset: Reanalysis and Correction (2020) (10)
- From Third Person to First Person: Dataset and Baselines for Synthesis and Retrieval (2018) (10)
- Three Birds One Stone: A General Architecture for Salient Object Segmentation, Edge Detection and Skeleton Extraction (2018) (9)
- Learning to Predict Salient Faces: A Novel Visual-Audio Saliency Model (2021) (8)
- Learning sequential visual attention control through dynamic state space discretization (2009) (8)
- Egocentric Height Estimation (2016) (8)
- Segmenting Sky Pixels in Images: Analysis and Comparison (2019) (8)
- White Noise Analysis of Neural Networks (2019) (7)
- Color Image Segmentation with CLPSO-based Fuzzy (2007) (6)
- Contemplating real-world object classification (2021) (6)
- Studying the added value of computational saliency in objective image quality assessment (2014) (6)
- A Compact Deep Architecture for Real-time Saliency Prediction (2020) (5)
- Special issue on recent advances in saliency models, applications and evaluations (2015) (5)
- Deep Audio-Visual Saliency: Baseline Model and Data (2020) (5)
- Invariance Analysis of Saliency Models versus Human Gaze During Scene Free Viewing (2018) (5)
- An exocentric look at egocentric actions and vice versa (2018) (5)
- A Synchronized Multi-Modal Attention-Caption Dataset and Analysis (2019) (5)
- Heuristic Function Optimization Inspired by Social Competitive Behaviors (2008) (5)
- Computational models of attention (2015) (5)
- Human-like Clustering with Deep Convolutional Neural Networks (2017) (4)
- Adversarial Attacks against Deep Saliency Models (2019) (4)
- Multi-stream dynamic video Summarization (2018) (4)
- Modeling the influence of action on spatial attention in visual interactive environments (2012) (4)
- What can we learn about CNNs from a large scale controlled object dataset? (2015) (4)
- Can Saliency Information Benefit Image Captioning Models? (2017) (4)
- CORRELATION BETWEEN PAIN INTENSITY AND DISABILITY LEVEL WITH SOME OF THE IMPAIRMENTS IN PATIENTS WITH NONSPECIFIC LOW BACK PAIN (2013) (4)
- EgoTransfer: Transferring Motion Across Egocentric and Exocentric Domains using Deep Neural Networks (2016) (4)
- Bottom-up Attention, Models of (2018) (4)
- Quantifying the relative influence of photographer bias and viewing strategy on scene viewing (2011) (4)
- Introduction to the Issue on Perception-Driven 360° Video Processing (2020) (3)
- Simultaneous learning of spatial visual attention and physical actions (2010) (3)
- Bottom-Up Attention Guidance for Recurrent Image Recognition (2018) (3)
- Learning a Saliency Evaluation Metric Using Crowdsourced Perceptual Judgments (2018) (3)
- GazeGAN: A Generative Adversarial Saliency Model based on Invariance Analysis of Human Gaze During Scene Free Viewing (2019) (3)
- Leverage eye-movement data for saliency modeling: Invariance Analysis and a Robust New Model (2019) (3)
- A new look at clustering through the lens of deep convolutional neural networks (2017) (3)
- Evolving Weighting Functions for Query Expansion Based on Relevance Feedback (2008) (2)
- Offline Learning of Top-down Object based Attention Control (2008) (2)
- Effects of Oral Tizanidine Premedication on Pain and Hemodynamic Responses after Spinal Needle Skin Puncture (2015) (2)
- Multi-View Egocentric Video Summarization (2018) (2)
- Segmenting Sky Pixels in Images (2017) (2)
- Ego 2 Top : Matching Viewers in Egocentric and Top-view Cameras (2016) (2)
- Empirical Upper Bound, Error Diagnosis and Invariance Analysis of Modern Object Detectors (2020) (2)
- Shape Defense (2020) (2)
- Enhancing sensor resolution improves CNN accuracy given the same number of parameters or FLOPS (2021) (2)
- Joint Learning of Visual-Audio Saliency Prediction and Sound Source Localization on Multi-face Videos (2021) (2)
- Vanishing Point Attracts Eye Movements in Scene Free-viewing (2015) (2)
- Interactive Learning of Top-down Attention Control and Motor Actions (2008) (1)
- CNNs and Transformers Perceive Hybrid Images Similar to Humans (2022) (1)
- Supplement to : iLab 20 M : A large-scale controlled object dataset to investigate deep learning (2016) (1)
- Towards cognitive saliency: narrowing the gap to human performance (2017) (1)
- Learning Object-based Attention Control (2008) (1)
- Adversarial examples are useful too! (2020) (1)
- How good are deep models in understanding the generated images? (2022) (1)
- Is current research on adversarial robustness addressing the right problem? (2022) (1)
- Harnessing adversarial examples with a surprisingly simple defense (2020) (0)
- Multi-Stream Dynamic Video Summarization Supplementary Materials (2021) (0)
- Understanding Perceptual and Conceptual Fluency at a Large Scale (2018) (0)
- A New Method for Synthetic Face Generation Using Spline Curves (2009) (0)
- Do you see how many I see? Quantifying human crowd counting accuracy over natural scenes (2018) (0)
- Learning to Promote Saliency Detectors Supplementary Material (2018) (0)
- SplitMixer: Fat Trimmed From MLP-like Models (2022) (0)
- Supplement to “ Bayesian optimization explains human active search ” NIPS 2013 [ 1 ] (2014) (0)
- BinaryVQA: A Versatile Test Set to Evaluate the Out-of-Distribution Generalization of VQA Models (2023) (0)
- CLPSO-based FuzzyColor ImageSegmentation (2007) (0)
- SUPPLEMENTAL MATERIAL : Where should saliency models look next ? (2016) (0)
- Logits are predictive of network type (2022) (0)
- Recent progress in computational modeling of human visual attention (2014) (0)
- Predicting observers' task from their scanpaths on natural scenes (2014) (0)
- Vanishing point facilitates target search in natural scenes (2016) (0)
- Qualitative Failures of Image Generation Models and Their Application in Detecting Deepfakes (2023) (0)
- 3 Joint Salient Object Detection and Existence Prediction (2017) (0)
- SaliencyRank: Two-stage manifold ranking for salient object detection (2015) (0)
- A New Kind of Adversarial Example (2022) (0)
- A Visual Attention Model for Omnidirectional Images (2010) (0)
- A new synthetic face generation method for gender discrimination (2008) (0)
- Diverse, Difficult, and Odd Instances (D2O): A New Test Set for Object Classification (2023) (0)
- Joint salient object detection and existence prediction (2019) (0)
- Shape Defense Against Adversarial Attacks (2020) (0)
- Egocentric Meets Surveillance (2016) (0)
- Learning context-based feature descriptors for object tracking (2010) (0)
- Modeling Influence of Action on Spatial Attention in Interactive Visual Environments (2012) (0)
- Sensitivity of Average Precision to Bounding Box Perturbations (2022) (0)
- Predicting Visual Search Targets via Eye-Tracking Data (2016) (0)
- Complementary datasets to COCO for object detection (2022) (0)
- Overparametrization improves robustness against adversarial attacks: A replication study (2022) (0)
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