Krystian Mikolajczyk
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Krystian Mikolajczykcomputer-science Degrees
Computer Science
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#3346
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Computer Science
Krystian Mikolajczyk's Degrees
- PhD Computer Vision University of Surrey
- Masters Computer Science University of Surrey
- Bachelors Computer Science University of Surrey
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(Suggest an Edit or Addition)Krystian Mikolajczyk'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
- A performance evaluation of local descriptors (2003) (4625)
- Scale & Affine Invariant Interest Point Detectors (2004) (4254)
- A performance evaluation of local descriptors (2005) (4073)
- A Comparison of Affine Region Detectors (2005) (3456)
- An Affine Invariant Interest Point Detector (2002) (1712)
- Indexing based on scale invariant interest points (2001) (1410)
- P-N learning: Bootstrapping binary classifiers by structural constraints (2010) (1201)
- Forward-Backward Error: Automatic Detection of Tracking Failures (2010) (831)
- Human Detection Based on a Probabilistic Assembly of Robust Part Detectors (2004) (785)
- The Visual Object Tracking VOT2016 Challenge Results (2016) (702)
- HPatches: A Benchmark and Evaluation of Handcrafted and Learned Local Descriptors (2017) (455)
- Learning local feature descriptors with triplets and shallow convolutional neural networks (2016) (376)
- Deep correlation for matching images and text (2015) (368)
- Evaluation of local detectors and descriptors for fast feature matching (2012) (294)
- Multiple Object Class Detection with a Generative Model (2006) (288)
- Local features for object class recognition (2005) (259)
- Shape recognition with edge-based features (2003) (246)
- Online learning of robust object detectors during unstable tracking (2009) (238)
- Action recognition with motion-appearance vocabulary forest (2008) (192)
- Face-TLD: Tracking-Learning-Detection applied to faces (2010) (191)
- Face Detection and Tracking in a Video by Propagating Detection Probabilities (2003) (163)
- PN-Net: Conjoined Triple Deep Network for Learning Local Image Descriptors (2016) (158)
- Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters (2019) (151)
- The Thermal Infrared Visual Object Tracking VOT-TIR2015 Challenge Results (2015) (132)
- Improving Descriptors for Fast Tree Matching by Optimal Linear Projection (2007) (112)
- Efficient Clustering and Matching for Object Class Recognition (2006) (112)
- Detection of local features invariant to affines transformations (2002) (110)
- Learning Linear Discriminant Projections for Dimensionality Reduction of Image Descriptors (2011) (105)
- Weighted Sampling for Large-Scale Boosting (2008) (97)
- Feature Tracking and Motion Compensation for Action Recognition (2008) (97)
- Comparison of mid-level feature coding approaches and pooling strategies in visual concept detection (2013) (92)
- A Multiple Expert Approach to the Class Imbalance Problem Using Inverse Random under Sampling (2009) (89)
- BreakingNews: Article Annotation by Image and Text Processing (2016) (88)
- Wireless Image Retrieval at the Edge (2020) (82)
- BOLD - Binary online learned descriptor for efficient image matching (2015) (80)
- An Evaluation of Local Shape-Based Features for Pedestrian Detection (2005) (79)
- Deformable part-based tracking by coupled global and local correlation filters (2016) (78)
- Higher-Order Occurrence Pooling for Bags-of-Words: Visual Concept Detection (2017) (75)
- General Overview of ImageCLEF at the CLEF 2015 Labs (2015) (70)
- Detection of local features invariant to affine transformations : application to matching and recognition (2002) (63)
- An evaluation of bags-of-words and spatio-temporal shapes for action recognition (2011) (61)
- Learning weights for codebook in image classification and retrieval (2010) (61)
- SOLAR: Second-Order Loss and Attention for Image Retrieval (2020) (61)
- Large-Scale Evaluation (2009) (59)
- Comparison of affine-invariant local detectors and descriptors (2004) (56)
- Domain Adaptation for Object Detection via Style Consistency (2019) (55)
- Face detection in a video sequence - a temporal approach (2001) (54)
- ℓp norm multiple kernel Fisher discriminant analysis for object and image categorisation (2010) (51)
- A Survey on Local Invariant Features (2006) (47)
- Higher-Order Occurrence Pooling for Bags-of-Words: Visual Concept Detection. (2017) (44)
- Non-Sparse Multiple Kernel Fisher Discriminant Analysis (2012) (43)
- Joint Device-Edge Inference over Wireless Links with Pruning (2020) (42)
- Spatial Coordinate Coding to reduce histogram representations, Dominant Angle and Colour Pyramid Match (2011) (41)
- General Overview of ImageCLEF at the CLEF 2016 Labs (2016) (40)
- Action recognition with appearance-motion features and fast search trees (2011) (38)
- D2D: Keypoint Extraction with Describe to Detect Approach (2020) (38)
- Higher-order Occurrence Pooling on Mid- and Low-level Features: Visual Concept Detection (2013) (38)
- Segmentation Based Multi-Cue Integration for Object Detection (2006) (33)
- Overview of the ImageCLEF 2015 Scalable Image Annotation, Localization and Sentence Generation task (2015) (33)
- The MediaMill TRECVID 2009 Semantic Video Search Engine (2009) (31)
- Deep Joint Source-Channel Coding for Wireless Image Retrieval (2019) (30)
- Binary Online Learned Descriptors (2018) (30)
- Visual category recognition using Spectral Regression and Kernel Discriminant Analysis (2009) (29)
- Pattern recognition with local invariant features (2005) (28)
- Improving Multilabel Classification Performance by Using Ensemble of Multi-label Classifiers (2010) (28)
- The MediaMill TRECVID 2008 semantic video search engine (2008) (27)
- Full ranking as local descriptor for visual recognition: A comparison of distance metrics on sn (2015) (26)
- Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data (2020) (25)
- Non-sparse Multiple Kernel Learning for Fisher Discriminant Analysis (2009) (25)
- Soft assignment of visual words as Linear Coordinate Coding and optimisation of its reconstruction error (2011) (23)
- HyNet: Learning Local Descriptor with Hybrid Similarity Measure and Triplet Loss (2020) (23)
- A Comparison of L_1 Norm and L_2 Norm Multiple Kernel SVMs in Image and Video Classification (2009) (22)
- Automatic annotation of tennis games: An integration of audio, vision, and learning (2014) (21)
- A Robust and Scalable Visual Category and Action Recognition System Using Kernel Discriminant Analysis With Spectral Regression (2013) (21)
- Segmentation Based Interest Points and Evaluation of Unsupervised Image Segmentation Methods (2009) (19)
- Local Image Features (2009) (18)
- Combining Multiple Kernels by Augmenting the Kernel Matrix (2010) (18)
- DESC: Domain Adaptation for Depth Estimation via Semantic Consistency (2020) (18)
- A hands-on approach to high-dynamic-range and superresolution fusion (2009) (17)
- Deep Segmentation and Registration in X-Ray Angiography Video (2018) (17)
- Multiple Kernel Learning via Distance Metric Learning for Interactive Image Retrieval (2011) (16)
- Hierarchical online domain adaptation of deformable part-based models (2016) (15)
- On a Quest for Image Descriptors Based on Unsupervised Segmentation Maps (2010) (14)
- The University of Surrey Visual Concept Detection System at ImageCLEF@ICPR: Working Notes (2010) (13)
- SHOP-VRB: A Visual Reasoning Benchmark for Object Perception (2020) (12)
- Robust Registration and Filtering for Moving Object Detection in Aerial Videos (2014) (12)
- Augmented Kernel Matrix vs Classifier Fusion for Object Recognition (2011) (11)
- Person Re-Identification with Vision and Language (2017) (10)
- Online Learning and Detection with Part-Based, Circulant Structure (2014) (10)
- Combining High-Resolution Images With Low-Quality Videos (2008) (10)
- HDD-Net: Hybrid Detector Descriptor with Mutual Interactive Learning (2020) (10)
- Partial Person Re-identification with Alignment and Hallucination (2018) (9)
- Channel-Adaptive Wireless Image Transmission With OFDM (2022) (9)
- Kernel Discriminant Analysis Using Triangular Kernel for Semantic Scene Classification (2009) (9)
- Ranking Images Based on Aesthetic Qualities (2014) (9)
- Novel Fusion Methods for Pattern Recognition (2011) (9)
- Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters Revisited (2022) (9)
- AirNet: Neural Network Transmission over the Air (2021) (8)
- Feature Pairs Connected by Lines for Object Recognition (2010) (8)
- Reassessing the Limitations of CNN Methods for Camera Pose Regression (2021) (7)
- Concept learning for image and video retrieval: The inverse random under sampling approach (2009) (7)
- Information Theoretic Representation Distillation (2021) (6)
- The BreakingNews Dataset (2017) (6)
- ScaleNet: A Shallow Architecture for Scale Estimation (2021) (5)
- NinjaDesc: Content-Concealing Visual Descriptors via Adversarial Learning (2021) (5)
- HyNet: Local Descriptor with Hybrid Similarity Measure and Triplet Loss (2020) (5)
- Automatic annotation of court games with structured output learning (2012) (5)
- Leveraging High Level Visual Information for Matching Images and Captions (2014) (5)
- Two-Stage Augmented Kernel Matrix for Object Recognition (2011) (4)
- Liveness Detection (2009) (4)
- Deep Joint Transmission-Recognition for Power-Constrained IoT Devices (2020) (4)
- Generating commentaries for tennis videos (2016) (3)
- Multi-Attentive Detection of the Spider Monkey Whinny in the (Actual) Wild (2021) (3)
- Text Attribute Aggregation and Visual Feature Decomposition for Person Search (2020) (3)
- Benchmarking GPU-Based Phase Correlation for Homography-Based Registration of Aerial Imagery (2013) (3)
- Vision Transformer for Adaptive Image Transmission over MIMO Channels (2022) (3)
- Cascaded channel pruning using hierarchical self-distillation (2020) (3)
- Multi-Class Segmentation from Aerial Views using Recursive Noise Diffusion (2022) (3)
- Image retrieval in the presence of important scale changes and with automatically constructed models (2001) (2)
- Compressing Local Descriptor Models for Mobile Applications (2021) (2)
- Aesthetics based assessment and ranking of fashion images (2014) (2)
- V2A - Vision to Action: Learning Robotic Arm Actions Based on Vision and Language (2020) (2)
- Embodied Reasoning for Discovering Object Properties via Manipulation (2021) (1)
- A Global-Local Approach to Saliency Detection (2013) (1)
- Guest Editorial: Tracking, Detection and Segmentation (2014) (1)
- Compression of convolutional neural networks for high performance imagematching tasks on mobile devices (2020) (1)
- Performance Evaluation of Image Filtering for Classification and Retrieval (2013) (1)
- Efficient clustering and matching for object glass (2006) (1)
- Improving Object Tracking with Voting from False Positive Detections (2014) (1)
- Grasp-Oriented Fine-grained Cloth Segmentation without Real Supervision (2021) (1)
- Compression of descriptor models for mobile applications (2020) (1)
- Network compression and faster inference using spatial basis filters (2021) (1)
- Multiple kernel learning and feature space denoising (2010) (1)
- Monocular Depth Estimation Using Cues Inspired by Biological Vision Systems (2022) (1)
- Proceedings of the 6th Workshop on Vision and Language (VL'17) (2017) (0)
- RECOGNIZING ACTIVITIES WITH CLUSTER-TREES OF TRACKLETS 1 Recognizing activities with cluster-trees of tracklets (2015) (0)
- PRiDAN: Person Re-identification from Drones with Adaptive Weights and Expanded Neighbourhood (2022) (0)
- New Results - Image description (2004) (0)
- Software - Software for computing local invariant features (2004) (0)
- Domain Adversarial Training for Infrared-colour Person Re-Identification (2020) (0)
- New Results - Recognition (2004) (0)
- Multiple Feature Points Tracking for Camera Motion Compensation (2009) (0)
- ObjCAViT: Improving Monocular Depth Estimation Using Natural Language Models And Image-Object Cross-Attention (2022) (0)
- Features-over-the-Air: Contrastive Learning Enabled Cooperative Edge Inference (2023) (0)
- A closer look at the training dynamics of knowledge distillation (2023) (0)
- SAMPLE-HD: Simultaneous Action and Motion Planning Learning Environment (2022) (0)
- Supplementary material for ACCV 2020 paper D 2 D : Keypoint Extraction with Describe to Detect Approach (2020) (0)
- Multi-frame, multi-modal, and multi-kernel concept detection in video (2009) (0)
- Learning from video browse behavior (2009) (0)
- New Results - Image description and correspondence (2005) (0)
- Other Grants and Activities - European Projects (2004) (0)
- Everything Has Been Done, It Is Our Job to Do It One Better in Image Matching and Localisation (2022) (0)
- UvA-DARE (Digital Academic Localizing Actions from Video Labels and Pseudo-Annotations (2017) (0)
- Proceedings of the 2016 Workshop on Vision and Language (VL’16) (2016) (0)
- Multi-block fusion for vehicle re-identification (2019) (0)
- OoD-Pose: Camera Pose Regression From Out-of-Distribution Synthetic Views (2022) (0)
- Camera Motion Compensation Based on Multi Feature Points Tracking (2008) (0)
- Person Re-identification with Bias-controlled Adversarial Training (2019) (0)
- A multimedia courseware on wavelets (1998) (0)
- Estimating water turbidity from a smartphone camera (2022) (0)
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