Update README.md

Add an AAAI2024 paper in Intensity-Image Reconstruction from Events

README.md

@@ -4,84 +4,108 @@
 ## <a href="https://www.neuropac.info/">NeuroPAC</a>
 
 ## Table of Contents:
-- [Survey paper](#survey_paper)
+- [Event-based Vision Resources](#event-based-vision-resources)
+  - [CVPR 2023 Workshop on Event-based Vision: June 19, 2023.](#cvpr-2023-workshop-on-event-based-vision-june-19-2023)
+  - [NeuroPAC](#neuropac)
+  - [Table of Contents:](#table-of-contents)
+- [Survey paper](#survey-paper)
 - [Workshops](#workshops)
-- [Devices and Manufacturers](#devices)
-- [Companies working on Event-based Vision](#companies_sftwr)
+- [Devices \& Companies Manufacturing them](#devices--companies-manufacturing-them)
+- [Companies working on Event-based Vision](#companies-working-on-event-based-vision)
 - [Neuromorphic Systems](#neuromorphic-systems)
-- [Review papers](#reviewpapers)
-    - [Bio-inspiration](#reviewpapers-bio)
-    - [Algorithms, Applications](#reviewpapers-algs)
-
-- [Applications / Algorithms](#algorithms)
-    - [Feature Detection and Tracking](#feature-detection)
-        - [Corners](#corner-detection)
-        - [Particles in fluids](#particle-detection)
-        - [Eye Tracking](#eye_tracking)
-    - [Optical Flow Estimation](#optical-flow-estimation)
-        - [Scene Flow Estimation](#scene-flow-estimation)
-    - [Reconstruction of Visual Information](#visualization)
-        - [Intensity-Image Reconstruction](#image-reconstruction)
-        - [Video Synthesis](#video-synthesis)
-        - [Image super-resolution](#super-resolution)
-        - [Joint/guided filtering](#joint-filtering)
-        - [Tone mapping](#tone-mapping)
-        - [Visual Stabilization](#visual-stabilization)
-        - [Polarization Reconstruction](@polarization-reconstruction)
-    - [Depth Estimation (3D Reconstruction)](#depth-estimation)
-        - [Monocular](#depth-mono)
-        - [Stereo](#depth-stereo)
-        - [Stereoscopic panoramic imaging](#depth-stereo-pano)
-    - [SLAM (Simultaneous Localization And Mapping)](#slam)
-        - [Localization, Ego-motion estimation](#slam-localization)
-        - [Visual Odometry](#visual-odometry)
-        - [Visual-Inertial Odometry](#visual-inertial)
-    - [Segmentation](#segmentation)
-        - [Object Segmentation](#object-segmentation)
-        - [Motion Segmentation](#motion-segmentation)
-    - [Pattern recognition](#pattern-recognition)
-        - [Object Recognition](#object-recognition)
-        - [Gesture Recognition](#gesture-recognition)
-        - [Representation / Feature Extraction](#learning-representation-features)
-        - [Regression Tasks](#learning-regression)
-        - [Learning Methods / Frameworks](#learning-methods-frameworks)
-    - [Signal Processing](#signal_processing)
-        - [Event Denoising](#denoising)
-        - [Compression](#compression)
-    - [Control](#control)
-    - [Obstacle Avoidance](#obstacle_avoidance)
-    - [Space Applications](#space)
-    - [Tactile Sensing Applications](#tactile_sensing)
-    - [Object Pose Estimation](#object_pose_estimation)
-        - [Human Pose Estimation](#human_pose_estimation)
-        - [Hand Pose Estimation](#hand_pose_estimation)
-    - [Indoor Lighting Estimation](#indoor_lighting_estimation)
-    - [Data Encryption](#data_encription)
-    - [Nuclear Verification](#nuclear_verification)
-    - [Optical Communication](#optical_communication)
-    - [Animal Behavior Monitoring](#animal_monitoring)
-    - [Optical Applications](#optical_applications)
-      - [Auto-focus](#auto_focus)
-      - [Speckle Analysis](#speckle_analysis)
-      - [Interferometry or Holography](#interferometry_or_holography)
-      - [Wavefront sensing](#wavefront_sensing)
-      - [Optical super-resolution](#super_resolution_imaging)
-      - [Schlieren imaging](#schlieren_imaging)
-- [Datasets and Simulators](#datasets)
+- [Review / Overview papers](#review--overview-papers)
+  - [Sensor designs, Bio-inspiration](#sensor-designs-bio-inspiration)
+  - [Algorithms, Applications](#algorithms-applications)
+- [Algorithms](#algorithms)
+  - [Feature Detection and Tracking](#feature-detection-and-tracking)
+    - [Corner Detection and Tracking](#corner-detection-and-tracking)
+    - [Particle Detection and Tracking](#particle-detection-and-tracking)
+    - [Eye Tracking](#eye-tracking)
+  - [Optical Flow Estimation](#optical-flow-estimation)
+    - [Scene Flow Estimation](#scene-flow-estimation)
+  - [Reconstruction of Visual Information](#reconstruction-of-visual-information)
+    - [Intensity-Image Reconstruction from events](#intensity-image-reconstruction-from-events)
+    - [Video Synthesis](#video-synthesis)
+    - [Image super-resolution](#image-super-resolution)
+    - [Joint/guided filtering](#jointguided-filtering)
+    - [Tone Mapping](#tone-mapping)
+    - [Visual Stabilization](#visual-stabilization)
+    - [Polarization Reconstruction](#polarization-reconstruction)
+  - [Depth Estimation (3D Reconstruction)](#depth-estimation-3d-reconstruction)
+    - [Monocular Depth Estimation](#monocular-depth-estimation)
+    - [Monocular Depth Estimation using Structured Light](#monocular-depth-estimation-using-structured-light)
+    - [Monocular Object Reconstruction](#monocular-object-reconstruction)
+    - [Stereo Depth Estimation](#stereo-depth-estimation)
+    - [Stereo Depth Estimation using Structured Light](#stereo-depth-estimation-using-structured-light)
+    - [Stereoscopic Panoramic Imaging](#stereoscopic-panoramic-imaging)
+  - [SLAM (Simultaneous Localization And Mapping)](#slam-simultaneous-localization-and-mapping)
+    - [Localization, Ego-Motion Estimation](#localization-ego-motion-estimation)
+    - [Visual Servoing](#visual-servoing)
+    - [Mapping](#mapping)
+    - [Visual Odometry / SLAM](#visual-odometry--slam)
+      - [Monocular](#monocular)
+      - [Stereo](#stereo)
+    - [Visual-Inertial Odometry](#visual-inertial-odometry)
+      - [Stereo](#stereo-1)
+  - [Segmentation](#segmentation)
+    - [Object Segmentation](#object-segmentation)
+    - [Motion Segmentation](#motion-segmentation)
+  - [Pattern Recognition](#pattern-recognition)
+    - [Object Recognition](#object-recognition)
+    - [Gesture Recognition](#gesture-recognition)
+    - [Representation / Feature Extraction](#representation--feature-extraction)
+    - [Regression Tasks](#regression-tasks)
+    - [Learning Methods / Frameworks](#learning-methods--frameworks)
+  - [Signal Processing](#signal-processing)
+    - [Event Denoising](#event-denoising)
+    - [Compression](#compression)
+  - [Control](#control)
+  - [Obstacle Avoidance](#obstacle-avoidance)
+  - [Space Applications](#space-applications)
+  - [Tactile Sensing Applications](#tactile-sensing-applications)
+  - [Object Pose Estimation](#object-pose-estimation)
+    - [Human Pose Estimation](#human-pose-estimation)
+    - [Hand Pose Estimation](#hand-pose-estimation)
+  - [Indoor Lighting Estimation](#indoor-lighting-estimation)
+  - [Data Encryption](#data-encryption)
+  - [Nuclear Verification](#nuclear-verification)
+  - [Optical Communication](#optical-communication)
+  - [Animal Behavior Monitoring](#animal-behavior-monitoring)
+  - [Optical Applications](#optical-applications)
+    - [Auto-focus](#auto-focus)
+    - [Speckle Analysis](#speckle-analysis)
+    - [Interferometry or Holography](#interferometry-or-holography)
+    - [Wavefront sensing](#wavefront-sensing)
+    - [Optical super-resolution](#optical-super-resolution)
+    - [Schlieren imaging](#schlieren-imaging)
+- [Datasets and Simulators (sorted by topic)](#datasets-and-simulators-sorted-by-topic)
+  - [Emulators and Simulators](#emulators-and-simulators)
+  - [Datasets (sorted by topic)](#datasets-sorted-by-topic)
+    - [Human Pose Estimation](#human-pose-estimation-1)
+    - [Stereo Depth Estimation](#stereo-depth-estimation-1)
+    - [Monocular Object Reconstruction](#monocular-object-reconstruction-1)
+    - [Optical Flow](#optical-flow)
+    - [Intensity-Image Reconstruction from Events](#intensity-image-reconstruction-from-events-1)
+    - [Visual Odometry and SLAM](#visual-odometry-and-slam)
+    - [Segmentation](#segmentation-1)
+    - [Recognition](#recognition)
+    - [Event Denoising](#event-denoising-1)
+    - [Space Situational Awareness](#space-situational-awareness)
+    - [Outdoor Monitoring / Surveillance](#outdoor-monitoring--surveillance)
 - [Software](#software)
-    - [Drivers](#drivers)
-    - [Synchronization](#synchronization)
-    - [Lens Calibration](#calibration)
-    - [Algorithms](#software-algorithms)
-    - [Utilities](#software-utilities)
-
-- [Neuromorphic Processors and Platforms](#processors-platforms)
-- [Courses](#teaching)
-- [Theses and Dissertations](#theses)
-    - [Dissertations](#theses-phd)
-    - [Master's Theses](#theses-master)
-- [People / Organizations](#people)
-- [EETimes articles](#press-eetimes)
+  - [Drivers](#drivers)
+  - [Synchronization](#synchronization)
+  - [Lens Calibration](#lens-calibration)
+  - [Algorithms](#algorithms-1)
+  - [Utilities](#utilities)
+- [Neuromorphic Processors and Platforms](#neuromorphic-processors-and-platforms)
+- [Courses (Educational content)](#courses-educational-content)
+- [Theses and Dissertations](#theses-and-dissertations)
+  - [Dissertations](#dissertations)
+  - [Master's (and Bachelor's) Theses](#masters-and-bachelors-theses)
+- [People / Organizations](#people--organizations)
+- [Press EETimes](#press-eetimes)
+- [Press](#press)
 - [Contributing](#contributing)
 
 ___
@@ -920,6 +944,9 @@ arXiv, 2023.
 - <a name="Liu23tpami"></a>Liu, S., Dragotti, P.L.,    
 *[Sensing Diversity and Sparsity Models for Event Generation and Video Reconstruction from Events](https://doi.org/10.1109/TPAMI.2023.3278940)*,    
 IEEE Trans. Pattern Anal. Machine Intell. (TPAMI), 2023. [Code](https://github.com/pld-group/V2E2V)
+- <a name="Qu24aaai"></a>Qu, Q., Shen, Y., Chen, X., Chung, Y.Y., Liu, T.,    
+*[E2HQV: High-Quality Video Generation from Event Camera via Theory-Inspired Model-Aided Deep Learning](https://arxiv.org/abs/2401.08117)*,    
+AAAI Conf. Artificial Intelligence (AAAI), 2024. [Code](https://github.com/VincentQQu/E2HQV)
 
 <a name="video-synthesis"></a>
 ### Video Synthesis
@@ -2603,7 +2630,7 @@ IEEE Robotics and Automation Letters (RA-L), 2021. [Dataset](http://rpg.ifi.uzh.
 - [EV-IMO Event based Independently Moving Objects dataset](https://better-flow.github.io/evimo/) associated to the paper [EV-IMO: Motion Segmentation Dataset and Learning Pipeline for Event Cameras](#Mitrokhin19iros) ([motion vector flow](https://github.com/better-flow/evimo/blob/master/tools/evimo_flow.py) added Jan 2022)
 - [Chaney et al., CVPRW 2023](#Chaney23cvprw), *M3ED: Multi-Robot, Multi-Sensor, Multi-Environment Event Dataset*
 
-### Intensity-Image Reconstruction from events
+### Intensity-Image Reconstruction from Events
 - [Bardow et al., CVPR2016](#Bardow16cvpr), [Four sequences](http://wp.doc.ic.ac.uk/pb2114/datasets/)
 - [Scheerlinck et al., ACCV2018](#Scheerlinck18accv), *Continuous-time Intensity Estimation Using Event Cameras*. [Website](https://cedric-scheerlinck.github.io/continuous-time-intensity-estimation)
 - <a name="Scheerlinck19cvprw"></a>Scheerlinck, C., Rebecq, H., Stoffregen, T., Barnes, N., Mahony, R., Scaramuzza, D.,