Adaptive stripe based patch matching for depth estimation. - Fatih Murat Porikli; Yao Wang 001; Cassandra T. Swain (ICASSP, 1997)

Stripe mesh based disparity estimation by using 3-D Hough transform. - Fatih Murat Porikli (ICIP (3), 1997)

Object Segmentation of Color Video Sequences. - Fatih Murat Porikli (CAIP, 2001)

Dynamic bandwidth allocation with optimal number of renegotiations in ATM networks. - Fatih Murat Porikli; Zafer Sahinoglu (ICCCN, 2001)

Accurate detection of edge orientation for color and multi-spectral imagery. - Fatih Murat Porikli (ICIP (1), 2001)

An unsupervised multi-resolution object extraction algorithm using video-cube. - Fatih Murat Porikli; Yao Wang 001 (ICIP (2), 2001)

Automatic threshold determination of centroid-linkage region growing by MPEG-7 dominant color descriptors. - Fatih Porikli (ICIP (1), 2002)

Constrained video object segmentation by color masks and MPEG-7 descriptors. - Fatih Porikli; Yao Wang 001 (ICME (1), 2002)

Inter-camera color calibration by correlation model function. - Fatih Murat Porikli (ICIP (2), 2003)

Multi-camera calibration, object tracking and query generation. - Fatih Porikli; Ajay Divakaran (ICME, 2003)

Event Detection by Eigenvector Decomposition Using Object and Frame Features. - Fatih Porikli; Tetsuji Haga (CVPR Workshops, 2004)

A hidden markov model framework for traffic event detection using video features. - Xiaokun Li; Fatih Murat Porikli (ICIP, 2004)

Nonlinear warping function recovery by scan-line search using dynamic programming. - Fatih Murat Porikli (ICIP, 2004)

Learning object trajectory patterns by spectral clustering. - Fatih Murat Porikli (ICME, 2004)

Automatic image segmentation by wave propagation. - Fatih Murat Porikli (Image Processing: Algorithms and Systems, 2004)

Clustering Variable Length Sequences by Eigenvector Decomposition Using HMM. - Fatih Murat Porikli (SSPR/SPR, 2004)

Automatic Video Object Segmentation Using Volume Growing and Hierarchical Clustering. - Fatih Porikli; Yao Wang 001 (EURASIP J. Adv. Signal Process., 2004)

Performance evaluation of event detection solutions: the CREDS experience. - Francesco Ziliani; Sergio A. Velastin; Fatih Porikli; Lucio Marcenaro; Timothy P. Kelliher; Andrea Cavallaro; Philippe Bruneaut (AVSS, 2005)

Integral Histogram: A Fast Way To Extract Histograms in Cartesian Spaces. - Fatih Murat Porikli (CVPR (1), 2005)

A Bayesian Approach to Background Modeling. - Oncel Tuzel; Fatih Murat Porikli; Peter Meer (CVPR Workshops, 2005)

Object tracking in low-frame-rate video. - Fatih Porikli; Oncel Tuzel (Electronic Imaging: Image and Video Communications and Processing, 2005)

Shadow Flow: A Recursive Method to Learn Moving Cast Shadows. - Fatih Porikli; Jay Thornton (ICCV, 2005)

Multi-Kernel Object Tracking. - Fatih Porikli; Oncel Tuzel (ICME, 2005)

Bayesian background modeling for foreground detection. - Fatih Porikli; Oncel Tuzel (VSSN@MM, 2005)

Heli-Tele: Road Extraction from Helicopter Video. - Fatih Porikli; Jie Shao 007; Hide Maehara (MVA, 2005)

Multiplicative Background-Foreground Estimation Under Uncontrolled Illumination using Intrinsic Images. - Fatih Murat Porikli (WACV/MOTION, 2005)

Robust License Plate Detection Using Covariance Descriptor in a Neural Network Framework. - Fatih Porikli; Tekin Kocak (AVSS, 2006)

Covariance Tracking using Model Update Based on Lie Algebra. - Fatih Porikli; Oncel Tuzel; Peter Meer (CVPR (1), 2006)

Region Covariance: A Fast Descriptor for Detection and Classification. - Oncel Tuzel; Fatih Porikli; Peter Meer (ECCV (2), 2006)

Fast Construction of Covariance Matrices for Arbitrary Size Image Windows. - Fatih Porikli; Oncel Tuzel (ICIP, 2006)

Shape-Regulated Particle Filtering for Tracking Non-Rigid Objects. - Jie Shao 007; Rama Chellappa; Fatih Porikli (ICIP, 2006)

Achieving real-time object detection and tracking under extreme conditions. - Fatih Porikli (J. Real Time Image Process., 2006)

Detection of temporarily static regions by processing video at different frame rates. - Fatih Porikli (AVSS, 2007)

Human Detection via Classification on Riemannian Manifolds. - Oncel Tuzel; Fatih Porikli; Peter Meer (CVPR, 2007)

Probabilistic Visual Tracking via Robust Template Matching and Incremental Subspace Update. - Xue Mei; Shaohua Kevin Zhou; Fatih Porikli (ICME, 2007)

Fast distance transform computation using dual scan line propagation. - Fatih Porikli; Tekin Kocak (Real-Time Image Processing, 2007)

Collaborative tracking of objects in EPTZ cameras. - Faisal I. Bashir; Fatih Porikli (VCIP, 2007)

Integrated Detection, Tracking and Recognition for IR Video-based Vehicle Classification. - Xue Mei; Shaohua Kevin Zhou; Hao Wu 014; Fatih Porikli (J. Comput., 2007)

Kernel integral images: A framework for fast non-uniform filtering. - Mohamed E. Hussein 001; Fatih Porikli; Larry S. Davis (CVPR, 2008)

Boosting adaptive linear weak classifiers for online learning and tracking. - Toufiq Parag; Fatih Porikli; Ahmed M. Elgammal (CVPR, 2008)

Constant time O(1) bilateral filtering. - Fatih Porikli (CVPR, 2008)

Learning on lie groups for invariant detection and tracking. - Oncel Tuzel; Fatih Murat Porikli; Peter Meer (CVPR, 2008)

Joint tracking and video registration by factorial Hidden Markov models. - Xue Mei; Fatih Murat Porikli (ICASSP, 2008)

Reshuffling: a fast algorithm for filtering with arbitrary kernels. - Fatih Porikli (Real-Time Image Processing, 2008)

Likelihood Map Fusion for Visual Object Tracking. - Zhaozheng Yin; Fatih Porikli; Robert T. Collins (WACV, 2008)

Robust Abandoned Object Detection Using Dual Foregrounds. - Fatih Porikli; Yuri Ivanov; Tetsuji Haga (EURASIP J. Adv. Signal Process., 2008)

Video Tracking in Complex Scenes for Surveillance Applications. - Carlo S. Regazzoni; Andrea Cavallaro; Fatih Porikli (EURASIP J. Image Video Process., 2008)

Pedestrian Detection via Classification on Riemannian Manifolds. - Oncel Tuzel; Fatih Porikli; Peter Meer (IEEE Trans. Pattern Anal. Mach. Intell., 2008)

Regressed Importance Sampling on Manifolds for Efficient Object Tracking. - Fatih Porikli; Pan Pan (AVSS, 2009)

Multi-class active learning for image classification. - Ajay J. Joshi; Fatih Porikli; Nikolaos Papanikolopoulos (CVPR, 2009)

Geometric Sequence (GS) imaging with Bayesian smoothing for optical and capacitive imaging sensors. - Kuntal Sengupta; Fatih Porikli (CVPR Workshops, 2009)

A new method for tracking performance evaluation based on a reflective model and perturbation analysis. - Pan Pan; Fatih Porikli; Dan Schonfeld (ICASSP, 2009)

Kernel methods for weakly supervised mean shift clustering. - Oncel Tuzel; Fatih Porikli; Peter Meer (ICCV, 2009)

Object detection via boosted deformable features. - Mohamed A. Hussein 001; Fatih Porikli; Larry S. Davis (ICIP, 2009)

A New Approach for In-Vehicle Camera Traffic Sign Detection and Recognition. - Andrzej Ruta; Yongmin Li 001; Fatih Porikli; Shintaro Watanabe; Hiroshi Kage; Kazuhiko Sumi (MVA, 2009)

A Comprehensive Evaluation Framework and a Comparative Study for Human Detectors. - Mohamed E. Hussein 001; Fatih Porikli; Larry S. Davis (IEEE Trans. Intell. Transp. Syst., 2009)

CycleStack: Inferring periodic behavior via temporal sequence visualization in ultrasound video. - Teng-Yok Lee; Abon Chaudhuri; Fatih Porikli; Han-Wei Shen (PacificVis, 2010)

Breaking the interactive bottleneck in multi-class classification with active selection and binary feedback. - Ajay J. Joshi; Fatih Porikli; Nikolaos Papanikolopoulos (CVPR, 2010)

RelCom: Relational combinatorics features for rapid object detection. - Vijay Venkataraman; Fatih Porikli (CVPR Workshops, 2010)

Scene-Adaptive Human Detection with Incremental Active Learning. - Ajay J. Joshi; Fatih Porikli (ICPR, 2010)

Human State Classification and Predication for Critical Care Monitoring by Real-Time Bio-signal Analysis. - Xiaokun Li; Fatih Porikli (ICPR, 2010)

Multi-class batch-mode active learning for image classification. - Ajay J. Joshi; Fatih Porikli; Nikolaos Papanikolopoulos (ICRA, 2010)

Learning on Manifolds. - Fatih Porikli (SSPR/SPR, 2010)

Compressed Domain Video Object Segmentation. - Fatih Murat Porikli; Faisal I. Bashir; Huifang Sun (IEEE Trans. Circuits Syst. Video Technol., 2010)

SHREC '11 Track: Shape Retrieval on Non-rigid 3D Watertight Meshes. - Zhouhui Lian; Afzal Godil; Benjamin Bustos; Mohamed Daoudi; Jeroen Hermans; Shun Kawamura; Yukinori Kurita; Guillaume Lavoué; Hien Van Nguyen; Ryutarou Ohbuchi; Yuki Ohkita; Yuya Ohishi; et al. (3DOR@Eurographics, 2011)

Data driven frequency mapping for computationally scalable object detection. - Fatih Porikli; Huseyin Ozkan (AVSS, 2011)

CrossTrack: Robust 3D tracking from two cross-sectional views. - Mohamed E. Hussein 001; Fatih Porikli; Rui Li 053; Suayb S. Arslan (CVPR, 2011)

Concentric ring signature descriptor for 3D objects. - Hien Van Nguyen; Fatih Porikli (ICIP, 2011)

Special issue on dynamic textures in video. - A. Enis Çetin; Fatih Porikli (Mach. Vis. Appl., 2011)

In-vehicle camera traffic sign detection and recognition. - Andrzej Ruta; Fatih Porikli; Shintaro Watanabe; Yongmin Li 001 (Mach. Vis. Appl., 2011)

Multimedia Quality Assessment [DSP Forum]. - Fatih Porikli; Al Bovik; Chris Plack; Ghassan Alregib; Joyce E. Farrell; Patrick Le Callet; Quan Huynh-Thu; Sebastian Möller 001; Stefan Winkler 001 (IEEE Signal Process. Mag., 2011)

Connecting the dots in multi-class classification: From nearest subspace to collaborative representation. - Yuejie Chi; Fatih Porikli (CVPR, 2012)

Changedetection.net: A new change detection benchmark dataset. - Nil Goyette; Pierre-Marc Jodoin; Fatih Porikli; Janusz Konrad; Prakash Ishwar (CVPR Workshops, 2012)

A clustering approach to optimize online dictionary learning. - Nikhil Rao 001; Fatih Porikli (ICASSP, 2012)

Additive noise removal by sparse reconstruction on image affinity nets. - Rajagopalan Sundaresan; Fatih Porikli (ICASSP, 2012)

Multiple dictionary learning for blocking artifacts reduction. - Yi Wang 009; Fatih Porikli (ICASSP, 2012)

Compressive Clustering of High-Dimensional Data. - Andrzej Ruta; Fatih Porikli (ICMLA (1), 2012)

Coverage optimized active learning for k - NN classifiers. - Ajay J. Joshi; Fatih Porikli; Nikolaos Papanikolopoulos (ICRA, 2012)

Scalable Active Learning for Multiclass Image Classification. - Ajay J. Joshi; Fatih Porikli; Nikolaos P. Papanikolopoulos (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Object Detection and Tracking. - Fatih Porikli; Alper Yilmaz (Video Analytics for Business Intelligence, 2012)

Harmonic Variance: A Novel Measure for In-focus Segmentation. - Feng Li 005; Fatih Murat Porikli (BMVC, 2013)

The Visual Object Tracking VOT2013 Challenge Results. - Matej Kristan; Roman P. Pflugfelder; Ales Leonardis; Jiri Matas; Fatih Porikli; Luka Cehovin; Georg Nebehay; Gustavo Fernández; Tomás Vojír; Adam Gatt; Ahmad Khajenezhad; Ahmed Salah El-Din; et al. (ICCV Workshops, 2013)

Unconstrained 1D range and 2D image based human detection. - Mehmet Kemal Kocamaz; Fatih Porikli (IROS, 2013)

Detecting and Tracking Unknown Number of Objects with Dirichlet Process Mixture Models and Markov Random Fields. - Ibrahim Saygin Topkaya; Hakan Erdogan; Fatih Porikli (ISVC (2), 2013)

Tracking Lung Tumors in Orthogonal X-Rays. - Feng Li 005; Fatih Porikli (Comput. Math. Methods Medicine, 2013)

Detection and Characterization of Intrinsic Symmetry. - Anirban Mukhopadhyay 003; Suchendra M. Bhandarkar; Fatih Porikli (CoRR, 2013)

Support Vector Shape: A Classifier-Based Shape Representation. - Hien Van Nguyen; Fatih Porikli (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

A comparison of methods for non-rigid 3D shape retrieval. - Zhouhui Lian; Afzal Godil; Benjamin Bustos; Mohamed Daoudi; Jeroen Hermans; Shun Kawamura; Yukinori Kurita; Guillaume Lavoué; Hien Van Nguyen; Ryutarou Ohbuchi; Yuki Ohkita; Yuya Ohishi; et al. (Pattern Recognit., 2013)

Video Surveillance: Past, Present, and Now the Future [DSP Forum]. - Fatih Porikli; François Brémond; Shiloh L. Dockstader; James M. Ferryman; Anthony Hoogs; Brian C. Lovell; Sharath Pankanti; Bernhard Rinner; Peter H. Tu; Péter L. Venetianer (IEEE Signal Process. Mag., 2013)

Robust Online Visual Tracking with a Single Convolutional Neural Network. - Hanxi Li; Yi Li 025; Fatih Murat Porikli (ACCV (5), 2014)

Counting people by clustering person detector outputs. - Ibrahim Saygin Topkaya; Hakan Erdogan; Fatih Murat Porikli (AVSS, 2014)

DeepTrack: Learning Discriminative Feature Representations by Convolutional Neural Networks for Visual Tracking. - Hanxi Li; Yi Li 025; Fatih Porikli (BMVC, 2014)

Bregman Divergences for Infinite Dimensional Covariance Matrices. - Mehrtash Tafazzoli Harandi; Mathieu Salzmann; Fatih Murat Porikli (CVPR, 2014)

Robust Orthonormal Subspace Learning: Efficient Recovery of Corrupted Low-Rank Matrices. - Xianbiao Shu; Fatih Porikli; Narendra Ahuja (CVPR, 2014)

Super-resolving Noisy Images. - Abhishek Singh 002; Fatih Porikli; Narendra Ahuja (CVPR, 2014)

CDnet 2014: An Expanded Change Detection Benchmark Dataset. - Yi Wang 025; Pierre-Marc Jodoin; Fatih Murat Porikli; Janusz Konrad; Yannick Benezeth; Prakash Ishwar (CVPR Workshops, 2014)

Sparse Dictionaries for Semantic Segmentation. - Lingling Tao; Fatih Porikli; René Vidal (ECCV (5), 2014)

Recycled linear classifiers for multiclass classification. - Akshay Soni; Jarvis D. Haupt; Fatih Porikli (ICASSP, 2014)

Detecting 3D geometric boundaries of indoor scenes under varying lighting. - Jie Ni; Tim K. Marks; Oncel Tuzel; Fatih Porikli (WACV, 2014)

Special issue on car navigation and vehicle systems. - Fatih Porikli; Luc Van Gool (Mach. Vis. Appl., 2014)

Classification and Boosting with Multiple Collaborative Representations. - Yuejie Chi; Fatih Porikli (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

A Novel Video Dataset for Change Detection Benchmarking. - Nil Goyette; Pierre-Marc Jodoin; Fatih Murat Porikli; Janusz Konrad; Prakash Ishwar (IEEE Trans. Image Process., 2014)

Enforcing Point-wise Priors on Binary Segmentation. - Feng Li 005; Fatih Porikli (BMVC, 2015)

More about VLAD: A leap from Euclidean to Riemannian manifolds. - Masoud Faraki; Mehrtash Tafazzoli Harandi; Fatih Murat Porikli (CVPR, 2015)

Saliency-aware geodesic video object segmentation. - Wenguan Wang; Jianbing Shen; Fatih Porikli (CVPR, 2015)

Approximate infinite-dimensional Region Covariance Descriptors for image classification. - Masoud Faraki; Mehrtash Tafazzoli Harandi; Fatih Murat Porikli (ICASSP, 2015)

Class-Specific Image Deblurring. - Saeed Anwar; Cong Phuoc Huynh; Fatih Porikli (ICCV, 2015)

Linearization to Nonlinear Learning for Visual Tracking. - Bo Ma 001; Hongwei Hu; Jianbing Shen; Yuping Zhang; Fatih Porikli (ICCV, 2015)

Material Classification on Symmetric Positive Definite Manifolds. - Masoud Faraki; Mehrtash Tafazzoli Harandi; Fatih Murat Porikli (WACV, 2015)

Lie-Struck: Affine Tracking on Lie Groups Using Structured SVM. - Gao Zhu; Fatih Porikli; Yansheng Ming; Hongdong Li (WACV, 2015)

Biomechanical model-based 4DCT simulation. - Feng Li 005; Fatih Porikli (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2015)

Efficient Upsampling of Natural Images. - Chinmay Hegde; Oncel Tuzel; Fatih Porikli (CoRR, 2015)

Compositional Memory for Visual Question Answering. - Aiwen Jiang; Fang Wang 008; Fatih Porikli; Yi Li 025 (CoRR, 2015)

Tracking Randomly Moving Objects on Edge Box Proposals. - Gao Zhu; Fatih Porikli; Hongdong Li (CoRR, 2015)

Discriminative feature learning from big data for visual recognition. - Zhuolin Jiang; Zhe Lin 001; Haibin Ling; Fatih Porikli; Ling Shao 001; Pavan K. Turaga (Pattern Recognit., 2015)

Robust Video Object Cosegmentation. - Wenguan Wang; Jianbing Shen; Xuelong Li 001; Fatih Porikli (IEEE Trans. Image Process., 2015)

Object-Aware Dictionary Learning with Deep Features. - Yurui Xie; Fatih Porikli; Xuming He 001 (ACCV (2), 2016)

Learning to Generate Object Segment Proposals with Multi-modal Cues. - Haoyang Zhang; Xuming He 001; Fatih Porikli (ACCV (1), 2016)

Sparse Coding on Cascaded Residuals. - Tong Zhang 023; Fatih Porikli (ACCV (4), 2016)

Model-Free Multiple Object Tracking with Shared Proposals. - Gao Zhu; Fatih Porikli; Hongdong Li (ACCV (2), 2016)

When VLAD Met Hilbert. - Mehrtash Tafazzoli Harandi; Mathieu Salzmann; Fatih Porikli (CVPR, 2016)

Beyond Local Search: Tracking Objects Everywhere with Instance-Specific Proposals. - Gao Zhu; Fatih Porikli; Hongdong Li (CVPR, 2016)

Robust Visual Tracking with Deep Convolutional Neural Network Based Object Proposals on PETS. - Gao Zhu; Fatih Porikli; Hongdong Li (CVPR Workshops, 2016)

Light-Weight Single Image Super-Resolution via Pattern-wise Regression Function. - Kohei Kurihara; Yoshitaka Toyoda; Shotaro Moriya; Daisuke Suzuki; Takeo Fujita; Narihiro Matoba; Jay E. Thorton; Fatih Porikli (Digital Photography and Mobile Imaging, 2016)

The Thermal Infrared Visual Object Tracking VOT-TIR2016 Challenge Results. - Michael Felsberg; Matej Kristan; Jiri Matas; Ales Leonardis; Roman P. Pflugfelder; Gustav Häger; Amanda Berg; Abdelrahman Eldesokey; Jörgen Ahlberg; Luka Cehovin; Tomás Vojír; Alan Lukezic; et al. (ECCV Workshops (2), 2016)

Tensor Representations via Kernel Linearization for Action Recognition from 3D Skeletons. - Piotr Koniusz; Anoop Cherian; Fatih Porikli (ECCV (4), 2016)

The Visual Object Tracking VOT2016 Challenge Results. - Matej Kristan; Ales Leonardis; Jiri Matas; Michael Felsberg; Roman P. Pflugfelder; Luka Cehovin; Tomás Vojír; Gustav Häger; Alan Lukezic; Gustavo Fernández; Abhinav Gupta 001; Alfredo Petrosino; et al. (ECCV Workshops (2), 2016)

Ultra-Resolving Face Images by Discriminative Generative Networks. - Xin Yu 002; Fatih Porikli (ECCV (5), 2016)

Less Is More: Towards Compact CNNs. - Hao Zhou; Jose M. Alvarez; Fatih Porikli (ECCV (4), 2016)

Semantic context and depth-aware object proposal generation. - Haoyang Zhang; Xuming He 001; Fatih Porikli; Laurent Kneip (ICIP, 2016)

Detection and characterization of Intrinsic symmetry of 3D shapes. - Anirban Mukhopadhyay 003; Suchendra M. Bhandarkar; Fatih Porikli (ICPR, 2016)

Finetuning Convolutional Neural Networks for visual aesthetics. - Yeqing Wang; Yi Li 025; Fatih Porikli (ICPR, 2016)

Anomaly detection in crowded scenes by SL-HOF descriptor and foreground classification. - Siqi Wang 001; En Zhu; Jianping Yin; Fatih Porikli (ICPR, 2016)

Image set classification by symmetric positive semi-definite matrices. - Masoud Faraki; Mehrtash Tafazzoli Harandi; Fatih Porikli (WACV, 2016)

Weakly Supervised Change Detection in a Pair of Images. - Salman Hameed Khan; Xuming He 001; Mohammed Bennamoun; Fatih Porikli; Ferdous Ahmed Sohel; Roberto Togneri (CoRR, 2016)

Convolutional neural net bagging for online visual tracking. - Hanxi Li; Yi Li 025; Fatih Porikli (Comput. Vis. Image Underst., 2016)

Spatial encoding of visual words for image classification. - Dong Liu 027; Sheng-Sheng Wang 001; Fatih Porikli (J. Electronic Imaging, 2016)

A Novel Performance Evaluation Methodology for Single-Target Trackers. - Matej Kristan; Jiri Matas; Ales Leonardis; Tomás Vojír; Roman P. Pflugfelder; Gustavo Fernández; Georg Nebehay; Fatih Porikli; Luka Cehovin (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Tracklet clustering for robust multiple object tracking using distance dependent Chinese restaurant processes. - Ibrahim Saygin Topkaya; Hakan Erdogan; Fatih Porikli (Signal Image Video Process., 2016)

DeepTrack: Learning Discriminative Feature Representations Online for Robust Visual Tracking. - Hanxi Li; Yi Li 025; Fatih Porikli (IEEE Trans. Image Process., 2016)

Visual Tracking Under Motion Blur. - Bo Ma 001; Lianghua Huang; Jianbing Shen; Ling Shao 001; Ming-Hsuan Yang 001; Fatih Porikli (IEEE Trans. Image Process., 2016)

Correspondence Driven Saliency Transfer. - Wenguan Wang; Jianbing Shen; Ling Shao 001; Fatih Porikli (IEEE Trans. Image Process., 2016)

Fast Detection of Multiple Objects in Traffic Scenes With a Common Detection Framework. - Qichang Hu; Sakrapee Paisitkriangkrai; Chunhua Shen; Anton van den Hengel; Fatih Porikli (IEEE Trans. Intell. Transp. Syst., 2016)

Face Hallucination with Tiny Unaligned Images by Transformative Discriminative Neural Networks. - Xin Yu 002; Fatih Porikli (AAAI, 2017)

Multi-scale salient object detection with pyramid spatial pooling. - Jing Zhang 052; Yuchao Dai; Fatih Porikli; Mingyi He (APSIPA, 2017)

Combined Internal and External Category-Specific Image Denoising. - Saeed Anwar; Cong Phuoc Huynh; Fatih Porikli (BMVC, 2017)

Depth Estimation and Blur Removal from a Single Out-of-focus Image. - Saeed Anwar; Zeeshan Hayder; Fatih Porikli (BMVC, 2017)

Joint Discriminative Bayesian Dictionary and Classifier Learning. - Naveed Akhtar; Ajmal S. Mian; Fatih Porikli (CVPR, 2017)

Learning an Invariant Hilbert Space for Domain Adaptation. - Samitha Herath; Mehrtash Tafazzoli Harandi; Fatih Porikli (CVPR, 2017)

Domain Adaptation by Mixture of Alignments of Second-or Higher-Order Scatter Tensors. - Piotr Koniusz; Yusuf Tas; Fatih Porikli (CVPR, 2017)

Simultaneous Stereo Video Deblurring and Scene Flow Estimation. - Liyuan Pan; Yuchao Dai; Miaomiao Liu 001; Fatih Porikli (CVPR, 2017)

Hallucinating Very Low-Resolution Unaligned and Noisy Face Images by Transformative Discriminative Autoencoders. - Xin Yu 002; Fatih Porikli (CVPR, 2017)

Face Destylization. - Fatemeh Shiri; Xin Yu 002; Piotr Koniusz; Fatih Porikli (DICTA, 2017)

Scene Categorization with Spectral Features. - Salman H. Khan 001; Munawar Hayat; Fatih Porikli (ICCV, 2017)

Super-Trajectory for Video Segmentation. - Wenguan Wang; Jianbing Shen; Jianwen Xie; Fatih Porikli (ICCV, 2017)

Deep tracking with objectness. - Xinyu Wang 010; Hanxi Li; Yi Li 025; Fatih Porikli; Mingwen Wang 001 (ICIP, 2017)

Integrated deep and shallow networks for salient object detection. - Jing Zhang 052; Bo Li 090; Yuchao Dai; Fatih Porikli; Mingyi He (ICIP, 2017)

Robust and real-time deep tracking via multi-scale domain adaptation. - Xinyu Wang 010; Hanxi Li; Yi Li 025; Fumin Shen; Fatih Porikli (ICME, 2017)

Learning a perspective-embedded deconvolution network for crowd counting. - Muming Zhao; Jian Zhang 002; Fatih Porikli; Chongyang Zhang; Wenjun Zhang 001 (ICME, 2017)

Learning deep structured network for weakly supervised change detection. - Salman Hameed Khan; Xuming He 001; Fatih Porikli; Mohammed Bennamoun; Ferdous Ahmed Sohel; Roberto Togneri (IJCAI, 2017)

Ordered Pooling of Optical Flow Sequences for Action Recognition. - Jue Wang 010; Anoop Cherian; Fatih Porikli (WACV, 2017)

Deep Salient Object Detection by Integrating Multi-level Cues. - Jing Zhang 052; Yuchao Dai; Fatih Porikli (WACV, 2017)

Learning Spatial Transforms for Refining Object Segment Proposals. - Haoyang Zhang; Xuming He 001; Fatih Porikli (WACV, 2017)

Quadruplet Network with One-Shot Learning for Visual Tracking. - Xingping Dong; Jianbing Shen; Fatih Porikli (CoRR, 2017)

Action Representation Using Classifier Decision Boundaries. - Jue Wang 010; Anoop Cherian; Fatih Porikli; Stephen Gould (CoRR, 2017)

Selective Video Cutout using Global Pyramid Models and Local Uncertainty Propagation. - Wenguan Wang; Jianbing Shen; Fatih Porikli (CoRR, 2017)

Deep Edge-Aware Saliency Detection. - Jing Zhang 052; Yuchao Dai; Fatih Porikli; Mingyi He (CoRR, 2017)

Multipartite Pooling for Deep Convolutional Neural Networks. - Arash Shahriari; Fatih Porikli (CoRR, 2017)

Let Features Decide for Themselves: Feature Mask Network for Person Re-identification. - Guodong Ding; Salman Hameed Khan; Zhenmin Tang; Fatih Porikli (CoRR, 2017)

DR-Net: Transmission Steered Single Image Dehazing Network with Weakly Supervised Refinement. - Chongyi Li; Jichang Guo; Fatih Porikli; Chunle Guo; Huazhu Fu; Xi Li 001 (CoRR, 2017)

Chaining Identity Mapping Modules for Image Denoising. - Saeed Anwar; Cong Phuoc Huynh; Fatih Porikli (CoRR, 2017)

Going deeper into action recognition: A survey. - Samitha Herath; Mehrtash Tafazzoli Harandi; Fatih Porikli (Image Vis. Comput., 2017)

Breaking video into pieces for action recognition. - Ying Zheng; Hongxun Yao; Xiaoshuai Sun; Xuesong Jiang; Fatih Porikli (Multim. Tools Appl., 2017)

No fuss metric learning, a Hilbert space scenario. - Masoud Faraki; Mehrtash Tafazzoli Harandi; Fatih Porikli (Pattern Recognit. Lett., 2017)

Deep Learning for Visual Understanding [From the Guest Editors]. - Fatih Porikli; Shiguang Shan; Cees Snoek; Rahul Sukthankar; Xiaogang Wang 001 (IEEE Signal Process. Mag., 2017)

Forest Change Detection in Incomplete Satellite Images With Deep Neural Networks. - Salman Hameed Khan; Xuming He 001; Fatih Porikli; Mohammed Bennamoun (IEEE Trans. Geosci. Remote. Sens., 2017)

Category-Specific Object Image Denoising. - Saeed Anwar; Fatih Porikli; Cong Phuoc Huynh (IEEE Trans. Image Process., 2017)

Visual Tracking by Sampling in Part Space. - Lianghua Huang; Bo Ma 001; Jianbing Shen; Hui He; Ling Shao 001; Fatih Porikli (IEEE Trans. Image Process., 2017)

Higher Order Energies for Image Segmentation. - Jianbing Shen; Jianteng Peng; Xingping Dong; Ling Shao 001; Fatih Porikli (IEEE Trans. Image Process., 2017)

Selective Video Object Cutout. - Wenguan Wang; Jianbing Shen; Fatih Porikli (IEEE Trans. Image Process., 2017)

Optimal Couple Projections for Domain Adaptive Sparse Representation-Based Classification. - Guoqing Zhang 002; Huaijiang Sun; Fatih Porikli; Yazhou Liu; Quan-Sen Sun (IEEE Trans. Image Process., 2017)

Automatic Refinement Strategies for Manual Initialization of Object Trackers. - Hao Zhu 002; Fatih Porikli (IEEE Trans. Image Process., 2017)

Zero-Shot Object Detection: Learning to Simultaneously Recognize and Localize Novel Concepts. - Shafin Rahman; Salman H. Khan 001; Fatih Porikli (ACCV (1), 2018)

Hyperparameter Optimization for Tracking With Continuous Deep Q-Learning. - Xingping Dong; Jianbing Shen; Wenguan Wang; Yu Liu 074; Ling Shao 001; Fatih Porikli (CVPR, 2018)

A Deeper Look at Power Normalizations. - Piotr Koniusz; Hongguang Zhang; Fatih Porikli (CVPR, 2018)

Video Representation Learning Using Discriminative Pooling. - Jue Wang 010; Anoop Cherian; Fatih Porikli; Stephen Gould (CVPR, 2018)

One-Shot Action Localization by Learning Sequence Matching Network. - Hongtao Yang; Xuming He 001; Fatih Porikli (CVPR, 2018)

Super-Resolving Very Low-Resolution Face Images With Supplementary Attributes. - Xin Yu 002; Basura Fernando; Richard Hartley 001; Fatih Porikli (CVPR, 2018)

Museum Exhibit Identification Challenge for the Supervised Domain Adaptation and Beyond. - Piotr Koniusz; Yusuf Tas; Hongguang Zhang; Mehrtash Tafazzoli Harandi; Fatih Porikli; Rui Zhang (ECCV (16), 2018)

Face Super-Resolution Guided by Facial Component Heatmaps. - Xin Yu 002; Basura Fernando; Bernard Ghanem; Fatih Porikli; Richard Hartley 001 (ECCV (9), 2018)

Depth Map Completion by Jointly Exploiting Blurry Color Images and Sparse Depth Maps. - Liyuan Pan; Yuchao Dai; Miaomiao Liu 001; Fatih Porikli (WACV, 2018)

Identity-Preserving Face Recovery from Portraits. - Fatemeh Shiri; Fatih Porikli; Richard Hartley 001; Piotr Koniusz (WACV, 2018)

Instance-Aware Detailed Action Labeling in Videos. - Hongtao Yang; Xuming He 001; Fatih Porikli (WACV, 2018)

A Cascaded Convolutional Neural Network for Single Image Dehazing. - Chongyi Li; Jichang Guo; Fatih Porikli; Huazhu Fu; Yanwei Pang (IEEE Access, 2018)

Identity-preserving Face Recovery from Portraits. - Fatemeh Shiri; Xin Yu 002; Fatih Porikli; Richard Hartley 001; Piotr Koniusz (CoRR, 2018)

Museum Exhibit Identification Challenge for Domain Adaptation and Beyond. - Piotr Koniusz; Yusuf Tas; Hongguang Zhang; Mehrtash Tafazzoli Harandi; Fatih Porikli; Rui Zhang (CoRR, 2018)

Indoor Scene Understanding in 2.5/3D: A Survey. - Muzammal Naseer; Salman Hameed Khan; Fatih Porikli (CoRR, 2018)

Deep Underwater Image Enhancement. - Saeed Anwar; Chongyi Li; Fatih Porikli (CoRR, 2018)

Distorting Neural Representations to Generate Highly Transferable Adversarial Examples. - Muzammal Naseer; Salman Hameed Khan; Shafin Rahman; Fatih Porikli (CoRR, 2018)

Cascade residuals guided nonlinear dictionary learning. - Tong Zhang 023; Fatih Porikli (Comput. Vis. Image Underst., 2018)

Video anomaly detection and localization by local motion based joint video representation and OCELM. - Siqi Wang 001; En Zhu; Jianping Yin; Fatih Porikli (Neurocomputing, 2018)

Machine learning for big visual analysis. - Jun Yu 002; Xue Mei; Fatih Porikli; Jason J. Corso (Mach. Vis. Appl., 2018)

Saliency-Aware Video Object Segmentation. - Wenguan Wang; Jianbing Shen; Ruigang Yang; Fatih Porikli (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Hyperparameter selection of one-class support vector machine by self-adaptive data shifting. - Siqi Wang 001; Qiang Liu 004; En Zhu; Fatih Porikli; Jianping Yin (Pattern Recognit., 2018)

LightenNet: A Convolutional Neural Network for weakly illuminated image enhancement. - Chongyi Li; Jichang Guo; Fatih Porikli; Yanwei Pang (Pattern Recognit. Lett., 2018)

Distinctive action sketch for human action recognition. - Ying Zheng; Hongxun Yao; Xiaoshuai Sun; Sicheng Zhao; Fatih Porikli (Signal Process., 2018)

End-to-End Feature Integration for Correlation Filter Tracking With Channel Attention. - Dongdong Li; Gongjian Wen; Yangliu Kuai; Fatih Porikli (IEEE Signal Process. Lett., 2018)

Deep Learning for Visual Understanding: Part 2 [From the Guest Editors]. - Fatih Porikli; Shiguang Shan; Cees Snoek; Rahul Sukthankar; Xiaogang Wang 001 (IEEE Signal Process. Mag., 2018)

Pushing the Limits of Deep CNNs for Pedestrian Detection. - Qichang Hu; Peng Wang 015; Chunhua Shen; Anton van den Hengel; Fatih Porikli (IEEE Trans. Circuits Syst. Video Technol., 2018)

Not All Negatives Are Equal: Learning to Track With Multiple Background Clusters. - Gao Zhu; Fatih Porikli; Hongdong Li (IEEE Trans. Circuits Syst. Video Technol., 2018)

Guest Editorial Introduction to the Special Issue on Large Scale and Nonlinear Similarity Learning for Intelligent Video Analysis. - Wangmeng Zuo; Liang Lin; Alan L. Yuille; Horst Bischof; Lei Zhang 006; Fatih Porikli (IEEE Trans. Circuits Syst. Video Technol., 2018)

A Unified Approach for Conventional Zero-Shot, Generalized Zero-Shot, and Few-Shot Learning. - Shafin Rahman; Salman Hameed Khan; Fatih Porikli (IEEE Trans. Image Process., 2018)

Imagining the Unimaginable Faces by Deconvolutional Networks. - Xin Yu 002; Fatih Porikli (IEEE Trans. Image Process., 2018)

Large-Scale Metric Learning: A Voyage From Shallow to Deep. - Masoud Faraki; Mehrtash Tafazzoli Harandi; Fatih Porikli (IEEE Trans. Neural Networks Learn. Syst., 2018)

A Comprehensive Look at Coding Techniques on Riemannian Manifolds. - Masoud Faraki; Mehrtash Tafazzoli Harandi; Fatih Porikli (IEEE Trans. Neural Networks Learn. Syst., 2018)

Robust Object Tracking by Nonlinear Learning. - Bo Ma 001; Hongwei Hu; Jianbing Shen; Yuping Zhang; Ling Shao 001; Fatih Porikli (IEEE Trans. Neural Networks Learn. Syst., 2018)

MultiBoot Vsr: Multi-Stage Multi-Reference Bootstrapping for Video Super-Resolution. - Ratheesh Kalarot; Fatih Porikli (CVPR Workshops, 2019)

See More, Know More: Unsupervised Video Object Segmentation With Co-Attention Siamese Networks. - Xiankai Lu; Wenguan Wang; Chao Ma 004; Jianbing Shen; Ling Shao 001; Fatih Porikli (CVPR, 2019)

NTIRE 2019 Challenge on Video Super-Resolution: Methods and Results. - Seungjun Nah; Radu Timofte; Shuhang Gu; Sungyong Baik; Seokil Hong; Gyeongsik Moon; Sanghyun Son 002; Kyoung Mu Lee; Xintao Wang 002; Kelvin C. K. Chan; Ke Yu; Chao Dong 005; et al. (CVPR Workshops, 2019)

Unsupervised Extraction of Local Image Descriptors via Relative Distance Ranking Loss. - Xin Yu 002; Yurun Tian; Fatih Porikli; Richard Hartley 001; Hongdong Li; Huub Heijnen; Vassileios Balntas (ICCV Workshops, 2019)

Cross-Domain Transferability of Adversarial Perturbations. - Muzammal Naseer; Salman H. Khan 001; Muhammad Haris Khan; Fahad Shahbaz Khan; Fatih Porikli (NeurIPS, 2019)

Local Gradients Smoothing: Defense Against Localized Adversarial Attacks. - Muzammal Naseer; Salman H. Khan 001; Fatih Porikli (WACV, 2019)

Recovering Faces From Portraits with Auxiliary Facial Attributes. - Fatemeh Shiri; Xin Yu 002; Fatih Porikli; Richard Hartley 001; Piotr Koniusz (WACV, 2019)

Indoor Scene Understanding in 2.5/3D for Autonomous Agents: A Survey. - Muzammal Naseer; Salman H. Khan 001; Fatih Porikli (IEEE Access, 2019)

Towards better Validity: Dispersion based Clustering for Unsupervised Person Re-identification. - Guodong Ding; Salman H. Khan 001; Zhenmin Tang; Jian Zhang 002; Fatih Porikli (CoRR, 2019)

CoinNet: Deep Ancient Roman Republican Coin Classification via Feature Fusion and Attention. - Hafeez Anwar; Saeed Anwar; Sebastian Zambanini; Fatih Porikli (CoRR, 2019)

Identity-Preserving Face Recovery from Stylized Portraits. - Fatemeh Shiri; Xin Yu 002; Fatih Porikli; Richard Hartley 001; Piotr Koniusz (Int. J. Comput. Vis., 2019)

Learning target-aware correlation filters for visual tracking. - Dongdong Li; Gongjian Wen; Yangliu Kuai; Jingjing Xiao; Fatih Porikli (J. Vis. Commun. Image Represent., 2019)

Beyond feature integration: a coarse-to-fine framework for cascade correlation tracking. - Dongdong Li; Gongjian Wen; Yangliu Kuai; Fatih Porikli (Mach. Vis. Appl., 2019)

Regularization of deep neural networks with spectral dropout. - Salman H. Khan 001; Munawar Hayat; Fatih Porikli (Neural Networks, 2019)

Image Deblurring with a Class-Specific Prior. - Saeed Anwar; Cong Phuoc Huynh; Fatih Porikli (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Semi-Supervised Video Object Segmentation with Super-Trajectories. - Wenguan Wang; Jianbing Shen; Fatih Porikli; Ruigang Yang (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Real-Time Deep Tracking via Corrective Domain Adaptation. - Hanxi Li; Xinyu Wang 010; Fumin Shen; Yi Li 025; Fatih Porikli; Mingwen Wang 001 (IEEE Trans. Circuits Syst. Video Technol., 2019)

Introduction to the Special Section on Deep Learning for Visual Surveillance. - Fatih Porikli; Larry S. Davis; Qi Wang 009; Yi Li 025; Carlo S. Regazzoni (IEEE Trans. Circuits Syst. Video Technol., 2019)

Video Saliency Detection via Sparsity-Based Reconstruction and Propagation. - Runmin Cong; Jianjun Lei; Huazhu Fu; Fatih Porikli; Qingming Huang; Chunping Hou (IEEE Trans. Image Process., 2019)

Quadruplet Network With One-Shot Learning for Fast Visual Object Tracking. - Xingping Dong; Jianbing Shen; Dongming Wu; Kan Guo; Xiaogang Jin 001; Fatih Porikli (IEEE Trans. Image Process., 2019)

Feature Affinity-Based Pseudo Labeling for Semi-Supervised Person Re-Identification. - Guodong Ding; Shanshan Zhang 001; Salman H. Khan 001; Zhenmin Tang; Jian Zhang 002; Fatih Porikli (IEEE Trans. Multim., 2019)

Robust Object Tracking Using Manifold Regularized Convolutional Neural Networks. - Hongwei Hu; Bo Ma 001; Jianbing Shen; Hanqiu Sun; Ling Shao 001; Fatih Porikli (IEEE Trans. Multim., 2019)

Saliency Integration: An Arbitrator Model. - Yingyue Xu; Xiaopeng Hong; Fatih Porikli; Xin Liu 012; Jie Chen 001; Guoying Zhao 001 (IEEE Trans. Multim., 2019)

Submodular Function Optimization for Motion Clustering and Image Segmentation. - Jianbing Shen; Xingping Dong; Jianteng Peng; Xiaogang Jin 001; Ling Shao 001; Fatih Porikli (IEEE Trans. Neural Networks Learn. Syst., 2019)

Multi-Mutual Consistency Induced Transfer Subspace Learning for Human Motion Segmentation. - Tao Zhou 002; Huazhu Fu; Chen Gong 002; Jianbing Shen; Ling Shao 001; Fatih Porikli (CVPR, 2020)

Identity Enhanced Residual Image Denoising. - Saeed Anwar; Cong Phuoc Huynh; Fatih Porikli (CVPR Workshops, 2020)

A Self-supervised Approach for Adversarial Robustness. - Muzammal Naseer; Salman H. Khan 001; Munawar Hayat; Fahad Shahbaz Khan; Fatih Porikli (CVPR, 2020)

CLNet: A Compact Latent Network for Fast Adjusting Siamese Trackers. - Xingping Dong; Jianbing Shen; Ling Shao 001; Fatih Porikli (ECCV (20), 2020)

Towards Purely Unsupervised Disentanglement of Appearance and Shape for Person Images Generation. - Hongtao Yang; Tong Zhang 023; Wenbing Huang 001; Xuming He 001; Fatih Porikli (HUMA @ ACM Multimedia, 2020)

Structured Convolutions for Efficient Neural Network Design. - Yash Bhalgat; Yizhe Zhang 001; Jamie Menjay Lin; Fatih Porikli (NeurIPS, 2020)

Component Attention Guided Face Super-Resolution Network: CAGFace. - Ratheesh Kalarot; Tao Li; Fatih Porikli (WACV, 2020)

Zero-Shot Object Detection: Joint Recognition and Localization of Novel Concepts. - Shafin Rahman; Salman H. Khan 001; Fatih Porikli (Int. J. Comput. Vis., 2020)

Hallucinating Unaligned Face Images by Multiscale Transformative Discriminative Networks. - Xin Yu 002; Fatih Porikli; Basura Fernando; Richard Hartley 001 (Int. J. Comput. Vis., 2020)

Robust visual tracking with channel attention and focal loss. - Dongdong Li; Gongjian Wen; Yangliu Kuai; Lingxiao Zhu; Fatih Porikli (Neurocomputing, 2020)

Cost-sensitive joint feature and dictionary learning for face recognition. - Guoqing Zhang 002; Fatih Porikli; Huaijiang Sun; Quansen Sun; Guiyu Xia; Yuhui Zheng (Neurocomputing, 2020)

Semantic Face Hallucination: Super-Resolving Very Low-Resolution Face Images with Supplementary Attributes. - Xin Yu 002; Basura Fernando; Richard Hartley 001; Fatih Porikli (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Can We See More? Joint Frontalization and Hallucination of Unaligned Tiny Faces. - Xin Yu 002; Fatemeh Shiri; Bernard Ghanem; Fatih Porikli (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Underwater scene prior inspired deep underwater image and video enhancement. - Chongyi Li; Saeed Anwar; Fatih Porikli (Pattern Recognit., 2020)

Feature mask network for person re-identification. - Guodong Ding; Salman H. Khan 001; Zhenmin Tang; Fatih Porikli (Pattern Recognit. Lett., 2020)

When Correlation Filters Meet Siamese Networks for Real-Time Complementary Tracking. - Dongdong Li; Fatih Porikli; Gongjian Wen; Yangliu Kuai (IEEE Trans. Circuits Syst. Video Technol., 2020)

Scale-Aware Crowd Counting via Depth-Embedded Convolutional Neural Networks. - Muming Zhao; Chongyang Zhang; Jian Zhang 002; Fatih Porikli; Bingbing Ni; Wenjun Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2020)

Joint Stereo Video Deblurring, Scene Flow Estimation and Moving Object Segmentation. - Liyuan Pan; Yuchao Dai; Miaomiao Liu 001; Fatih Porikli; Quan Pan 001 (IEEE Trans. Image Process., 2020)

HS3: Learning with Proper Task Complexity in Hierarchically Supervised Semantic Segmentation. - Shubhankar Borse; Hong Cai; Yizhe Zhang 001; Fatih Porikli (BMVC, 2021)

X-Distill: Improving Self-Supervised Monocular Depth via Cross-Task Distillation. - Hong Cai; Janarbek Matai; Shubhankar Borse; Yizhe Zhang 001; Amin Ansari; Fatih Porikli (BMVC, 2021)

Conditional Model Selection for Efficient Video Understanding. - Mihir Jain; Haitam Ben Yahia; Amir Ghodrati; Amirhossein Habibian; Fatih Porikli (BMVC, 2021)

InverseForm: A Loss Function for Structured Boundary-Aware Segmentation. - Shubhankar Borse; Ying Wang 051; Yizhe Zhang 001; Fatih Porikli (CVPR, 2021)

Phase Selective Convolution. - Jamie Menjay Lin; Parham Noorzad; Yang Yang 010; Nojun Kwak; Fatih Porikli (CVPR Workshops, 2021)

Efficient Action Recognition via Dynamic Knowledge Propagation. - Hanul Kim 001; Mihir Jain; Jun-Tae Lee; Sungrack Yun; Fatih Porikli (ICCV, 2021)

On Generating Transferable Targeted Perturbations. - Muzammal Naseer; Salman H. Khan 001; Munawar Hayat; Fahad Shahbaz Khan; Fatih Porikli (ICCV, 2021)

Real-Time and Accurate Self-Supervised Monocular Depth Estimation on Mobile Device. - Hong Cai; Fei Yin; Tushar Singhal; Sandeep Pendyam; Parham Noorzad; Yinhao Zhu; Khoi Nguyen; Janarbek Matai; Bharath Ramaswamy; Frank Mayer; Chirag Patel; Abhijit Khobare; et al. (NeurIPS (Competition and Demos), 2021)

Deep Learning Frameworks for Weakly-Supervised Indoor Localization. - Farhad G. Zanjani; Ilia Karmanov; Hanno Ackermann; Daniel Dijkman; Simone Merlin; Ishaque Kadampot; Brian Buesker; Vamsi Vegunta; Fatih Porikli (NeurIPS (Competition and Demos), 2021)

Modality-Agnostic Topology Aware Localization. - Farhad Ghazvinian Zanjani; Ilia Karmanov; Hanno Ackermann; Daniel Dijkman; Simone Merlin; Max Welling; Fatih Porikli (NeurIPS, 2021)

Cascade Weight Shedding in Deep Neural Networks: Benefits and Pitfalls for Network Pruning. - Kambiz Azarian; Fatih Porikli (CoRR, 2021)

Data-driven Weight Initialization with Sylvester Solvers. - Debasmit Das; Yash Bhalgat; Fatih Porikli (CoRR, 2021)

Distribution Estimation to Automate Transformation Policies for Self-Supervision. - Seunghan Yang; Debasmit Das; Simyung Chang; Sungrack Yun; Fatih Porikli (CoRR, 2021)

Sketch-specific data augmentation for freehand sketch recognition. - Ying Zheng; Hongxun Yao; Xiaoshuai Sun; Shengping Zhang; Sicheng Zhao; Fatih Porikli (Neurocomputing, 2021)

Tensor Decompositions in Wireless Communications and MIMO Radar. - Hongyang Chen; Fauzia Ahmad; Sergiy A. Vorobyov; Fatih Porikli (IEEE J. Sel. Top. Signal Process., 2021)

Introduction to the Special Issue on Tensor Decomposition for Signal Processing and Machine Learning. - Hongyang Chen; Sergiy A. Vorobyov; Hing Cheung So; Fauzia Ahmad; Fatih Porikli (IEEE J. Sel. Top. Signal Process., 2021)

Deblur and deep depth from single defocus image. - Saeed Anwar; Zeeshan Hayder; Fatih Porikli (Mach. Vis. Appl., 2021)

Dynamical Hyperparameter Optimization via Deep Reinforcement Learning in Tracking. - Xingping Dong; Jianbing Shen; Wenguan Wang; Ling Shao 001; Haibin Ling; Fatih Porikli (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Deep ancient Roman Republican coin classification via feature fusion and attention. - Hafeez Anwar; Saeed Anwar; Sebastian Zambanini; Fatih Porikli (Pattern Recognit., 2021)

Knowledge memorization and generation for action recognition in still images. - Jian Dong; Wankou Yang; Yazhou Yao; Fatih Porikli (Pattern Recognit., 2021)

Panoptic, Instance and Semantic Relations: A Relational Context Encoder to Enhance Panoptic Segmentation. - Shubhankar Borse; Hyojin Park 004; Hong Cai; Debasmit Das; Risheek Garrepalli; Fatih Porikli (CVPR, 2022)

Imposing Consistency for Optical Flow Estimation. - Jisoo Jeong; Jamie Menjay Lin; Fatih Porikli; Nojun Kwak (CVPR, 2022)

Simple and Efficient Architectures for Semantic Segmentation. - Dushyant Mehta; Andrii Skliar; Haitam Ben Yahia; Shubhankar Borse; Fatih Porikli; Amirhossein Habibian; Tijmen Blankevoort (CVPR Workshops, 2022)

Real-Time, Accurate, and Consistent Video Semantic Segmentation via Unsupervised Adaptation and Cross-Unit Deployment on Mobile Device. - Hyojin Park 004; Alan Yessenbayev; Tushar Singhal; Navin Kumar Adhikari; Yizhe Zhang 001; Shubhankar Mangesh Borse; Hong Cai; Frank Mayer; Balaji Calidas; Nilesh Prasad Pandey; Fei Yin; Fatih Porikli (CVPR, 2022)

IRISformer: Dense Vision Transformers for Single-Image Inverse Rendering in Indoor Scenes. - Rui Zhu; Zhengqin Li; Janarbek Matai; Fatih Porikli; Manmohan Chandraker (CVPR, 2022)

SALISA: Saliency-Based Input Sampling for Efficient Video Object Detection. - Babak Ehteshami Bejnordi; Amirhossein Habibian; Fatih Porikli; Amir Ghodrati (ECCV (10), 2022)

Delta Distillation for Efficient Video Processing. - Amirhossein Habibian; Haitam Ben Yahia; Davide Abati; Efstratios Gavves; Fatih Porikli (ECCV (35), 2022)

Learning Implicit Feature Alignment Function for Semantic Segmentation. - Hanzhe Hu; Yinbo Chen; Jiarui Xu; Shubhankar Borse; Hong Cai; Fatih Porikli; Xiaolong Wang 004 (ECCV (29), 2022)

Online Adaptive Personalization for Face Anti-Spoofing. - Davide Belli; Debasmit Das; Bence Major; Fatih Porikli (ICIP, 2022)

ConFeSS: A Framework for Single Source Cross-Domain Few-Shot Learning. - Debasmit Das; Sungrack Yun; Fatih Porikli (ICLR, 2022)

On Improving Adversarial Transferability of Vision Transformers. - Muzammal Naseer; Kanchana Ranasinghe; Salman Khan 001; Fahad Shahbaz Khan; Fatih Porikli (ICLR, 2022)

A Personalized Benchmark for Face Anti-spoofing. - Davide Belli; Debasmit Das; Bence Major; Fatih Porikli (WACV (Workshops), 2022)

Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation. - John Yang 001; Yash Bhalgat; Simyung Chang; Fatih Porikli; Nojun Kwak (WACV, 2022)

AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation. - Yizhe Zhang 001; Shubhankar Borse; Hong Cai; Fatih Porikli (WACV, 2022)

Perceptual Consistency in Video Segmentation. - Yizhe Zhang 001; Shubhankar Borse; Hong Cai; Ying Wang 051; Ning Bi; Xiaoyun Jiang; Fatih Porikli (WACV, 2022)

Guidance Through Surrogate: Towards a Generic Diagnostic Attack. - Muzammal Naseer; Salman Khan 001; Fatih Porikli; Fahad Shahbaz Khan (CoRR, 2022)

Editorial: Human visual saliency and artificial neural attention in deep learning. - Wenguan Wang; Ming-Ming Cheng; Haibin Ling; Fatih Porikli (Neurocomputing, 2022)

Image Segmentation Using Deep Learning: A Survey. - Shervin Minaee; Yuri Boykov; Fatih Porikli; Antonio Plaza; Nasser Kehtarnavaz; Demetri Terzopoulos (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Underwater Image Enhancement With Hyper-Laplacian Reflectance Priors. - Peixian Zhuang; Jiamin Wu; Fatih Porikli; Chongyi Li (IEEE Trans. Image Process., 2022)

QuickSRNet: Plain Single-Image Super-Resolution Architecture for Faster Inference on Mobile Platforms. - Guillaume Berger; Manik Dhingra; Antoine Mercier 005; Yashesh Savani; Sunny Panchal; Fatih Porikli (CVPR Workshops, 2023)

DejaVu: Conditional Regenerative Learning to Enhance Dense Prediction. - Shubhankar Borse; Debasmit Das; Hyojin Park 004; Hong Cai; Risheek Garrepalli; Fatih Porikli (CVPR, 2023)

DIFT: Dynamic Iterative Field Transforms for Memory Efficient Optical Flow. - Risheek Garrepalli; Jisoo Jeong; Rajeswaran C. Ravindran; Jamie Menjay Lin; Fatih Porikli (CVPR Workshops, 2023)

DistractFlow: Improving Optical Flow Estimation via Realistic Distractions and Pseudo-Labeling. - Jisoo Jeong; Hong Cai; Risheek Garrepalli; Fatih Porikli (CVPR, 2023)

X3KD: Knowledge Distillation Across Modalities, Tasks and Stages for Multi-Camera 3D Object Detection. - Marvin Klingner; Shubhankar Borse; Varun Ravi Kumar; Behnaz Rezaei; Venkatraman Narayanan; Senthil Kumar Yogamani; Fatih Porikli (CVPR, 2023)

PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models. - Minghua Liu; Yinhao Zhu; Hong Cai; Shizhong Han; Zhan Ling; Fatih Porikli; Hao Su 001 (CVPR, 2023)

EGA-Depth: Efficient Guided Attention for Self-Supervised Multi-Camera Depth Estimation. - Yunxiao Shi; Hong Cai; Amin Ansari; Fatih Porikli (CVPR Workshops, 2023)

Neural 5G Indoor Localization with IMU Supervision. - Aleksandr Ermolov; Shreya Kadambi; Maximilian Arnold; Mohammed Hirzallah; Roohollah Amiri; Deepak Singh Mahendar Singh; Srinivas Yerramalli; Daniel Dijkman; Fatih Porikli; Taesang Yoo; Bence Major (GLOBECOM, 2023)

Transadapt: A Transformative Framework for Online Test Time Adaptive Semantic Segmentation. - Debasmit Das; Shubhankar Borse; Hyojin Park 004; Kambiz Azarian; Hong Cai; Risheek Garrepalli; Fatih Porikli (ICASSP, 2023)

Efficient neural supersampling on a novel gaming dataset. - Antoine Mercier 005; Ruan Erasmus; Yashesh Savani; Manik Dhingra; Fatih Porikli; Guillaume Berger (ICCV, 2023)

Factorized Inverse Path Tracing for Efficient and Accurate Material-Lighting Estimation. - Liwen Wu; Rui Zhu; Mustafa B. Yaldiz; Yinhao Zhu; Hong Cai; Janarbek Matai; Fatih Porikli; Tzu-Mao Li; Manmohan Chandraker; Ravi Ramamoorthi (ICCV, 2023)

MAMo: Leveraging Memory and Attention for Monocular Video Depth Estimation. - Rajeev Yasarla; Hong Cai; Jisoo Jeong; Yunxiao Shi; Risheek Garrepalli; Fatih Porikli (ICCV, 2023)

4D Panoptic Segmentation as Invariant and Equivariant Field Prediction. - Minghan Zhu; Shizhong Han; Maani Ghaffari; Hong Cai; Fatih Porikli; Shubhankar Borse (ICCV, 2023)

Self-Supervised Geometric Correspondence for Category-Level 6D Object Pose Estimation in the Wild. - Kaifeng Zhang; Yang Fu; Shubhankar Borse; Hong Cai; Fatih Porikli; Xiaolong Wang 004 (ICLR, 2023)

OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding. - Minghua Liu; Ruoxi Shi; Kaiming Kuang; Yinhao Zhu; Xuanlin Li; Shizhong Han; Hong Cai; Fatih Porikli; Hao Su 001 (NeurIPS, 2023)

Test-time Adaptation vs. Training-time Generalization: A Case Study in Human Instance Segmentation using Keypoints Estimation. - Kambiz Azarian; Debasmit Das; Hyojin Park 004; Fatih Porikli (WACV (Workshops), 2023)

A Review of Deep Learning for Video Captioning. - Moloud Abdar; Meenakshi Kollati; Swaraja Kuraparthi; Farhad Pourpanah; Daniel McDuff; Mohammad Ghavamzadeh; Shuicheng Yan; Abduallah Mohamed; Abbas Khosravi; Erik Cambria; Fatih Porikli (CoRR, 2023)

Consistency and Diversity Induced Human Motion Segmentation. - Tao Zhou 002; Huazhu Fu; Chen Gong 002; Ling Shao 001; Fatih Porikli; Haibin Ling; Jianbing Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Stylized Adversarial Defense. - Muzammal Naseer; Salman Khan 001; Munawar Hayat; Fahad Shahbaz Khan; Fatih Porikli (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

A Survey on Deep Learning Technique for Video Segmentation. - Tianfei Zhou; Fatih Porikli; David J. Crandall; Luc Van Gool; Wenguan Wang (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

X-Align++: cross-modal cross-view alignment for Bird's-eye-view segmentation. - Shubhankar Borse; Marvin Klingner; Varun Ravi Kumar; Hong Cai; Abdulaziz Almuzairee; Senthil Kumar Yogamani; Fatih Porikli (Mach. Vis. Appl., 2023)

Adaptive Siamese Tracking With a Compact Latent Network. - Xingping Dong; Jianbing Shen; Fatih Porikli; Jiebo Luo 001; Ling Shao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

EdgeRelight360: Text-Conditioned 360-Degree HDR Image Generation for Real-Time On-Device Video Portrait Relighting. - Min-Hui Lin 003; Mahesh Reddy; Guillaume Berger; Michel Sarkis; Fatih Porikli; Ning Bi (CVPR Workshops, 2024)

Segmentation-Free Guidance for Text-to-Image Diffusion Models. - Kambiz Azarian; Debasmit Das; Qiqi Hou; Fatih Porikli (CVPR Workshops, 2024)

Clockwork Diffusion: Efficient Generation With Model-Step Distillation. - Amirhossein Habibian; Amir Ghodrati; Noor Fathima; Guillaume Sautière; Risheek Garrepalli; Fatih Porikli; Jens Petersen (CVPR, 2024)

OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation. - Jisoo Jeong; Hong Cai; Risheek Garrepalli; Jamie Menjay Lin; Munawar Hayat; Fatih Porikli (CVPR, 2024)

SciFlow: Empowering Lightweight Optical Flow Models with Self-Cleaning Iterations. - Jamie Menjay Lin; Jisoo Jeong; Hong Cai; Risheek Garrepalli; Kai Wang; Fatih Porikli (CVPR Workshops, 2024)

DeCoTR: Enhancing Depth Completion with 2D and 3D Attentions. - Yunxiao Shi; Manish Kumar Singh 002; Hong Cai; Fatih Porikli (CVPR, 2024)

Neural Graphics Texture Compression Supporting Random Access. - Farzad Farhadzadeh; Qiqi Hou; Hoang Le; Amir Said; Randall Rauwendaal; Alex Bourd; Fatih Porikli (ECCV (37), 2024)

Object-Centric Diffusion for Efficient Video Editing. - Kumara Kahatapitiya; Adil Karjauv; Davide Abati; Fatih Porikli; Yuki M. Asano; Amirhossein Habibian (ECCV (57), 2024)

FutureDepth: Learning to Predict the Future Improves Video Depth Estimation. - Rajeev Yasarla; Manish Kumar Singh 002; Hong Cai; Yunxiao Shi; Jisoo Jeong; Yinhao Zhu; Shizhong Han; Risheek Garrepalli; Fatih Porikli (ECCV (5), 2024)

Neural Mesh Fusion: Unsupervised 3D Planar Surface Understanding. - Farhad G. Zanjani; Hong Cai; Yinhao Zhu; Leyla Mirvakhabova; Fatih Porikli (ICIP, 2024)

Skip-Attention: Improving Vision Transformers by Paying Less Attention. - Shashanka Venkataramanan; Amir Ghodrati; Yuki M. Asano; Fatih Porikli; Amirhossein Habibian (ICLR, 2024)

FouRA: Fourier Low-Rank Adaptation. - Shubhankar Borse; Shreya Kadambi; Nilesh Prasad Pandey; Kartikeya Bhardwaj; Viswanath Ganapathy; Sweta Priyadarshi; Risheek Garrepalli; Rafael Esteves 002; Munawar Hayat; Fatih Porikli (NeurIPS, 2024)

Hollowed Net for On-Device Personalization of Text-to-Image Diffusion Models. - Wonguk Cho; Seokeon Choi; Debasmit Das; Matthias Reisser; Taesup Kim; Sungrack Yun; Fatih Porikli (NeurIPS, 2024)

HexaGen3D: StableDiffusion is just one step away from Fast and Diverse Text-to-3D Generation. - Antoine Mercier 005; Ramin Nakhli; Mahesh Reddy; Rajeev Yasarla; Hong Cai; Fatih Porikli; Guillaume Berger (CoRR, 2024)

PosSAM: Panoptic Open-vocabulary Segment Anything. - Vibashan VS; Shubhankar Borse; Hyojin Park 004; Debasmit Das; Vishal M. Patel; Munawar Hayat; Fatih Porikli (CoRR, 2024)

ToSA: Token Selective Attention for Efficient Vision Transformers. - Manish Kumar Singh 002; Rajeev Yasarla; Hong Cai; Mingu Lee; Fatih Porikli (CoRR, 2024)

Neural Graphics Texture Compression Supporting Random Acces. - Farzad Farhadzadeh; Qiqi Hou; Hoang Le; Amir Said; Randall Rauwendaal; Alex Bourd; Fatih Porikli (CoRR, 2024)

DDIL: Improved Diffusion Distillation With Imitation Learning. - Risheek Garrepalli; Shweta Mahajan; Munawar Hayat; Fatih Porikli (CoRR, 2024)

MoViE: Mobile Diffusion for Video Editing. - Adil Karjauv; Noor Fathima; Ioannis Lelekas; Fatih Porikli; Amir Ghodrati; Amirhossein Habibian (CoRR, 2024)

Guidance Through Surrogate: Toward a Generic Diagnostic Attack. - Muzammal Naseer; Salman H. Khan 001; Fatih Porikli; Fahad Shahbaz Khan (IEEE Trans. Neural Networks Learn. Syst., 2024)

HyperNet Fields: Efficiently Training Hypernetworks without Ground Truth by Learning Weight Trajectories. - Eric Hedlin; Munawar Hayat; Fatih Porikli; Kwang Moo Yi; Shweta Mahajan (CVPR, 2025)

Distilling Multi-modal Large Language Models for Autonomous Driving. - Deepti Hegde; Rajeev Yasarla; Hong Cai; Shizhong Han; Apratim Bhattacharyya; Shweta Mahajan; Litian Liu; Risheek Garrepalli; Vishal M. Patel; Fatih Porikli (CVPR, 2025)

Improving Optical Flow and Stereo Depth Estimation by Leveraging Uncertainty-Based Learning Difficulties. - Jisoo Jeong; Hong Cai; Jamie Menjay Lin; Fatih Porikli (CVPR Workshops, 2025)

CustomKD: Customizing Large Vision Foundation for Edge Model Improvement via Knowledge Distillation. - Jungsoo Lee; Debasmit Das; Munawar Hayat; Sungha Choi; Kyuwoong Hwang; Fatih Porikli (CVPR, 2025)

Learning Optical Flow Field via Neural Ordinary Differential Equation. - Leyla Mirvakhabova; Hong Cai; Jisoo Jeong; Hanno Ackermann; Farhad G. Zanjani; Fatih Porikli (CVPR Workshops, 2025)

DySS: Dynamic Queries and State-Space Learning for Efficient 3D Object Detection from Multi-Camera Videos. - Rajeev Yasarla; Shizhong Han; Hong Cai; Fatih Porikli (CVPR Workshops, 2025)

LoRA-X: Bridging Foundation Models with Training-Free Cross-Model Adaptation. - Farzad Farhadzadeh; Debasmit Das; Shubhankar Borse; Fatih Porikli (ICLR, 2025)

Sort-free Gaussian Splatting via Weighted Sum Rendering. - Qiqi Hou; Randall Rauwendaal; Zifeng Li; Hoang Le; Farzad Farhadzadeh; Fatih Porikli; Alexei Bourd; Amir Said (ICLR, 2025)

PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer. - Pierre-David Letourneau; Manish Kumar Singh 002; Hsin-Pai Cheng; Shizhong Han; Yunxiao Shi; Dalton Jones; Matthew Harper Langston; Hong Cai; Fatih Porikli (ICLR, 2025)

HexaGen3D: StableDiffusion is One Step Away from Fast and Diverse Text-to-3D Generation. - Antoine Mercier 005; Ramin Nakhli; Mahesh Reddy; Rajeev Yasarla; Hong Cai; Fatih Porikli; Guillaume Berger (WACV, 2025)

Planar Gaussian Splatting. - Farhad G. Zanjani; Hong Cai; Hanno Ackermann; Leyla Mirvakhabova; Fatih Porikli (WACV, 2025)

SubZero: Composing Subject, Style, and Action via Zero-Shot Personalization. - Shubhankar Borse; Kartikeya Bhardwaj; Mohammad Reza Karimi Dastjerdi; Hyojin Park 004; Shreya Kadambi; Shobitha Shivakumar; Prathamesh Mandke; Ankita Nayak; Harris Teague; Munawar Hayat; Fatih Porikli (CoRR, 2025)

H3O: Hyper-Efficient 3D Occupancy Prediction with Heterogeneous Supervision. - Yunxiao Shi; Hong Cai; Amin Ansari; Fatih Porikli (CoRR, 2025)

Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation. - Minho Park 003; Sunghyun Park 005; Jungsoo Lee; Hyojin Park 004; Kyuwoong Hwang; Fatih Porikli; Jaegul Choo; Sungha Choi (CoRR, 2025)

DuoLoRA : Cycle-consistent and Rank-disentangled Content-Style Personalization. - Aniket Roy; Shubhankar Borse; Shreya Kadambi; Debasmit Das; Shweta Mahajan; Risheek Garrepalli; Hyojin Park 004; Ankita Nayak; Rama Chellappa; Munawar Hayat; Fatih Porikli (CoRR, 2025)

Zero-Shot Adaptation of Parameter-Efficient Fine-Tuning in Diffusion Models. - Farzad Farhadzadeh; Debasmit Das; Shubhankar Borse; Fatih Porikli (CoRR, 2025)

FALO: Fast and Accurate LiDAR 3D Object Detection on Resource-Constrained Devices. - Shizhong Han; Hsin-Pai Cheng; Hong Cai; Jihad Masri; Soyeb Nagori; Fatih Porikli (CoRR, 2025)

BePo: Leveraging Birds Eye View and Sparse Points for Efficient and Accurate 3D Occupancy Prediction. - Yunxiao Shi; Hong Cai; Jisoo Jeong; Yinhao Zhu; Shizhong Han; Amin Ansari; Fatih Porikli (CoRR, 2025)

ODG: Occupancy Prediction Using Dual Gaussians. - Yunxiao Shi; Yinhao Zhu; Shizhong Han; Jisoo Jeong; Amin Ansari; Hong Cai; Fatih Porikli (CoRR, 2025)

RoCA: Robust Cross-Domain End-to-End Autonomous Driving. - Rajeev Yasarla; Shizhong Han; Hsin-Pai Cheng; Litian Liu; Shweta Mahajan; Apratim Bhattacharyya; Yunxiao Shi; Risheek Garrepalli; Hong Cai; Fatih Porikli (CoRR, 2025)

MultiHuman-Testbench: Benchmarking Image Generation for Multiple Humans. - Shubhankar Borse; Seokeon Choi; Sunghyun Park 005; Jeongho Kim 007; Shreya Kadambi; Risheek Garrepalli; Sungrack Yun; Munawar Hayat; Fatih Porikli (CoRR, 2025)

ConsNoTrainLoRA: Data-driven Weight Initialization of Low-rank Adapters using Constraints. - Debasmit Das; Hyoungwoo Park; Munawar Hayat; Seokeon Choi; Sungrack Yun; Fatih Porikli (CoRR, 2025)

Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation. - Sunghyun Park 005; Jungsoo Lee; Shubhankar Borse; Munawar Hayat; Sungha Choi; Kyuwoong Hwang; Fatih Porikli (CoRR, 2025)

MADI: Masking-Augmented Diffusion with Inference-Time Scaling for Visual Editing. - Shreya Kadambi; Risheek Garrepalli; Shubhankar Borse; Munawar Hyatt; Fatih Porikli (CoRR, 2025)